diff --git a/app.py b/app.py index cd8f8cc3d24680260c52d0c409a8c099be4855e4..c3db646019f44ed950e9953614b0a54dfe9a0e87 100644 --- a/app.py +++ b/app.py @@ -34,9 +34,53 @@ from modules.version_info import ( #release_torch_resources, #get_torch_info ) +from modules.image_utils import ( + change_color, + open_image, + build_prerendered_images, + upscale_image, + lerp_imagemath, + shrink_and_paste_on_blank, + show_lut, + apply_lut_to_image_path, + multiply_and_blend_images, + alpha_composite_with_control, + crop_and_resize_image, + convert_to_rgba_png +) +from modules.constants import ( + LORA_DETAILS, LORAS as loras, MODELS, + default_lut_example_img, + lut_files, + MAX_SEED, + lut_folder,cards, + cards_alternating, + card_colors, + card_colors_alternating, + pre_rendered_maps_paths +) +from modules.excluded_colors import ( + add_color, + delete_color, + build_dataframe, + on_input, + excluded_color_list, + on_color_display_select +) +from modules.misc import ( + get_filename, + convert_ratio_to_dimensions, + update_dimensions_on_ratio +) +from modules.lora_details import ( + approximate_token_count, + split_prompt_precisely, +) import spaces +input_image_palette = [] +current_prerendered_image = gr.State("./images/images/Beeuty-1.png") #---if workspace = local or colab--- # Authenticate with Hugging Face @@ -200,1891 +244,6 @@ def flux_pipe_call_that_returns_an_iterable_of_images( torch.cuda.empty_cache() yield self.image_processor.postprocess(image, output_type=output_type)[0] -#------------------------------------------------------------------------------------------------------------------------------------------------------------# -loras = [ - #Super-Realism - { - "image": "https://huggingface.co/strangerzonehf/Flux-Super-Realism-LoRA/resolve/main/images/1.png", - "title": "Super Realism", - "repo": "strangerzonehf/Flux-Super-Realism-LoRA", - "weights": "super-realism.safetensors", - "trigger_word": "Super Realism" - }, - #Dalle-Mix - { - "image": "https://huggingface.co/prithivMLmods/Flux-Dalle-Mix-LoRA/resolve/main/images/D3.png", - "title": "Dalle Mix", - "repo": "prithivMLmods/Flux-Dalle-Mix-LoRA", - "weights": "dalle-mix.safetensors", - "trigger_word": "dalle-mix" - }, - #Datou1111/shou_xin - { - "image": "https://huggingface.co/strangerzonehf/Flux-Ultimate-LoRA-Collection/resolve/main/images/example_aqz3dv60n.jpeg", - "title": "SHOU_XIN", - "repo": "Datou1111/shou_xin", - "weights": "shou_xin.safetensors", - "trigger_word": "shou_xin, pencil sketch" - }, - #smudge - { - "image": "https://huggingface.co/strangerzonehf/Flux-Sketch-Smudge-LoRA/resolve/main/images/5.png", - "title": "Sketch_Smudge", - "repo": "strangerzonehf/Flux-Sketch-Smudge-LoRA", - "weights": "Sketch-Smudge.safetensors", - "trigger_word": " Sketch Smudge" - }, - #anime-v1 - { - "image": "https://huggingface.co/strangerzonehf/Flux-Animeo-v1-LoRA/resolve/main/images/A4.png", - "title": "Animeo Mix", - "repo": "strangerzonehf/Flux-Animeo-v1-LoRA", - "weights": "Animeo.safetensors", - "trigger_word": "Animeo" - }, - #anime-v2 - { - "image": "https://huggingface.co/strangerzonehf/Flux-Animex-v2-LoRA/resolve/main/images/A33.png", - "title": "Animex Mix", - "repo": "strangerzonehf/Flux-Animex-v2-LoRA", - "weights": "Animex.safetensors", - "trigger_word": "Animex" - }, - #Super Portrait - { - "image": "https://huggingface.co/strangerzonehf/Flux-Super-Portrait-LoRA/resolve/main/images/3.png", - "title": "Super Portraits", - "repo": "strangerzonehf/Flux-Super-Portrait-LoRA", - "weights": "Super-Portrait.safetensors", - "trigger_word": "Super Portrait" - }, - #Super-Blend - { - "image": "https://huggingface.co/strangerzonehf/Flux-Super-Blend-LoRA/resolve/main/images/SB1.png", - "title": "Super Blend", - "repo": "strangerzonehf/Flux-Super-Blend-LoRA", - "weights": "Super-Blend.safetensors", - "trigger_word": "Super Blend" - }, - #3DXL P@1 - { - "image": "https://huggingface.co/strangerzonehf/Flux-3DXL-Partfile-0001/resolve/main/images/4.png", - "title": "3DXLP1", - "repo": "strangerzonehf/Flux-3DXL-Partfile-0001", - "weights": "3DXLP1.safetensors", - "trigger_word": "3DXLP1" - }, - #Mixer2.0 - { - "image": "https://huggingface.co/strangerzonehf/Flux-Midjourney-Mix2-LoRA/resolve/main/images/3.png", - "title": "Midjourney Mix 2", - "repo": "strangerzonehf/Flux-Midjourney-Mix2-LoRA", - "weights": "mjV6.safetensors", - "trigger_word": "MJ v6" - }, - { - "image": "https://huggingface.co/prithivMLmods/Flux-Long-Toon-LoRA/resolve/main/images/LT5.png", - "title": "Long Toons", - "repo": "prithivMLmods/Flux-Long-Toon-LoRA", - "weights": "Long-Toon.safetensors", - "trigger_word": "Long toons" - }, - { - "image": "https://huggingface.co/strangerzonehf/Flux-Cute-3D-Kawaii-LoRA/resolve/main/images/CK3.png", - "title": "Cute 3D Kawaii", - "repo": "strangerzonehf/Flux-Cute-3D-Kawaii-LoRA", - "weights": "Cute-3d-Kawaii.safetensors", - "trigger_word": "Cute 3d Kawaii" - }, - - { - "image": "https://huggingface.co/strangerzonehf/Flux-Isometric-3D-LoRA/resolve/main/images/ID2.png", - "title": "Isometric 3D", - "repo": "strangerzonehf/Flux-Isometric-3D-LoRA", - "weights": "Isometric-3D.safetensors", - "trigger_word": "Isometric 3D" - }, - { - "image": "https://huggingface.co/prithivMLmods/Flux-Toonic-2.5D-LoRA/resolve/main/images/T2.png", - "title": "Toon 2.5D", - "repo": "prithivMLmods/Flux-Toonic-2.5D-LoRA", - "weights": "toonic2.5D.safetensors", - "trigger_word": "toonic 2.5D" - }, - { - "image": "https://huggingface.co/strangerzonehf/Flux-YWL-Realism-LoRA/resolve/main/images/R3.png", - "title": "YWL Realism", - "repo": "strangerzonehf/Flux-YWL-Realism-LoRA", - "weights": "ywl-realism.safetensors", - "trigger_word": "ylw realism" - }, - #chill-guy - { - "image": "https://huggingface.co/prithivMLmods/Flux-Chill-Guy-Zone/resolve/main/images/8.png", - "title": "Chill Guy", - "repo": "prithivMLmods/Flux-Chill-Guy-Zone", - "weights": "chill-guy.safetensors", - "trigger_word": "chill guy" - }, - { - "image": "https://huggingface.co/p1atdev/flux.1-schnell-pvc-style-lora/resolve/main/images/flux_lora_00221_.png", - "title": "Anime PVC Style", - "repo": "p1atdev/flux.1-schnell-pvc-style-lora", - "weights": "pvc-shnell-7250+7500.safetensors", - "trigger_word": "pvc figure, nendoroid, figma" - }, - { - "image": "https://huggingface.co/strangerzonehf/Flux-C4C-Design-LoRA/resolve/main/images/4.png", - "title": "Smiley C4C", - "repo": "strangerzonehf/Flux-C4C-Design-LoRA", - "weights": "Smiley-C4C.safetensors", - "trigger_word": "Smiley C4C" - }, -#-----------------------------------------------------------------------------------LoRA's----------------------------------------------------------------------# - #0 - { - "image": "https://huggingface.co/prithivMLmods/Purple-Dreamy-Flux-LoRA/resolve/main/images/PD3.png", - "title": "Purple Dream", - "repo": "prithivMLmods/Purple-Dreamy-Flux-LoRA", - "weights": "Purple-Dreamy.safetensors", - "trigger_word": "Purple Dreamy" - }, - #1 - { - "image": "https://huggingface.co/prithivMLmods/Canopus-LoRA-Flux-FaceRealism/resolve/main/images/11.png", - "title": "Flux Face Realism", - "repo": "prithivMLmods/Canopus-LoRA-Flux-FaceRealism", - "trigger_word": "Realism" - }, - #2 - { - "image": "https://huggingface.co/alvdansen/softserve_anime/resolve/main/images/ComfyUI_00134_.png", - "title": "Softserve Anime", - "repo": "alvdansen/softserve_anime", - "trigger_word": "sftsrv style illustration" - }, - #3 - { - "image": "https://huggingface.co/prithivMLmods/Fashion-Hut-Modeling-LoRA/resolve/main/images/MO1.png", - "title": "Modeling Hut", - "repo": "prithivMLmods/Fashion-Hut-Modeling-LoRA", - "trigger_word": "Modeling of" - }, - #4 - { - "image": "https://huggingface.co/Shakker-Labs/FLUX.1-dev-LoRA-One-Click-Creative-Template/resolve/main/images/f2cc649985648e57b9b9b14ca7a8744ac8e50d75b3a334ed4df0f368.jpg", - "title": "Creative Template", - "repo": "Shakker-Labs/FLUX.1-dev-LoRA-One-Click-Creative-Template", - "trigger_word": "The background is 4 real photos, and in the middle is a cartoon picture summarizing the real photos." - }, - #5 - { - "image": "https://huggingface.co/prithivMLmods/Canopus-LoRA-Flux-UltraRealism-2.0/resolve/main/images/XX.png", - "title": "Ultra Realism", - "repo": "prithivMLmods/Canopus-LoRA-Flux-UltraRealism-2.0", - "trigger_word": "Ultra realistic" - }, - #6 - { - "image": "https://huggingface.co/gokaygokay/Flux-Game-Assets-LoRA-v2/resolve/main/images/example_y2bqpuphc.png", - "title": "Game Assets", - "repo": "gokaygokay/Flux-Game-Assets-LoRA-v2", - "trigger_word": "wbgmsst, white background" - }, - #7 - { - "image": "https://huggingface.co/alvdansen/softpasty-flux-dev/resolve/main/images/ComfyUI_00814_%20(2).png", - "title": "Softpasty", - "repo": "alvdansen/softpasty-flux-dev", - "trigger_word": "araminta_illus illustration style" - }, - #8 - { - "image": "https://huggingface.co/Shakker-Labs/FLUX.1-dev-LoRA-add-details/resolve/main/images/0.png", - "title": "Details Add", - "repo": "Shakker-Labs/FLUX.1-dev-LoRA-add-details", - "trigger_word": "" - }, - #9 - { - "image": "https://huggingface.co/prithivMLmods/Canopus-LoRA-Flux-Anime/resolve/main/assets/4.png", - "title": "Flux Anime", - "repo": "prithivMLmods/Canopus-LoRA-Flux-Anime", - "trigger_word": "Anime" - }, - #10 - { - "image": "https://huggingface.co/aleksa-codes/flux-ghibsky-illustration/resolve/main/images/example5.jpg", - "title": "Ghibsky Illustration", - "repo": "aleksa-codes/flux-ghibsky-illustration", - "trigger_word": "GHIBSKY style painting" - }, - #11 - { - "image": "https://huggingface.co/Shakker-Labs/FLUX.1-dev-LoRA-Dark-Fantasy/resolve/main/images/c2215bd73da9f14fcd63cc93350e66e2901bdafa6fb8abaaa2c32a1b.jpg", - "title": "Dark Fantasy", - "repo": "Shakker-Labs/FLUX.1-dev-LoRA-Dark-Fantasy", - "trigger_word": "" - }, - #12 - { - "image": "https://huggingface.co/Norod78/Flux_1_Dev_LoRA_Paper-Cutout-Style/resolve/main/d13591878d5043f3989dd6eb1c25b710_233c18effb4b491cb467ca31c97e90b5.png", - "title": "Paper Cutout", - "repo": "Norod78/Flux_1_Dev_LoRA_Paper-Cutout-Style", - "trigger_word": "Paper Cutout Style" - }, - #13 - { - "image": "https://huggingface.co/alvdansen/mooniverse/resolve/main/images/out-0%20(17).webp", - "title": "Mooniverse", - "repo": "alvdansen/mooniverse", - "trigger_word": "surreal style" - }, - #14 - { - "image": "https://huggingface.co/alvdansen/pola-photo-flux/resolve/main/images/out-0%20-%202024-09-22T130819.351.webp", - "title": "Pola Photo", - "repo": "alvdansen/pola-photo-flux", - "trigger_word": "polaroid style" - }, - #15 - { - "image": "https://huggingface.co/multimodalart/flux-tarot-v1/resolve/main/images/7e180627edd846e899b6cd307339140d_5b2a09f0842c476b83b6bd2cb9143a52.png", - "title": "Flux Tarot", - "repo": "multimodalart/flux-tarot-v1", - "trigger_word": "in the style of TOK a trtcrd tarot style" - }, - #16 - { - "image": "https://huggingface.co/prithivMLmods/Flux-Dev-Real-Anime-LoRA/resolve/main/images/111.png", - "title": "Real Anime", - "repo": "prithivMLmods/Flux-Dev-Real-Anime-LoRA", - "trigger_word": "Real Anime" - }, - #17 - { - "image": "https://huggingface.co/diabolic6045/Flux_Sticker_Lora/resolve/main/images/example_s3pxsewcb.png", - "title": "Stickers", - "repo": "diabolic6045/Flux_Sticker_Lora", - "trigger_word": "5t1cker 5ty1e" - }, - #18 - { - "image": "https://huggingface.co/VideoAditor/Flux-Lora-Realism/resolve/main/images/feel-the-difference-between-using-flux-with-lora-from-xlab-v0-j0ehybmvxehd1.png", - "title": "Realism", - "repo": "XLabs-AI/flux-RealismLora", - "trigger_word": "" - }, - #19 - { - "image": "https://huggingface.co/alvdansen/flux-koda/resolve/main/images/ComfyUI_00583_%20(1).png", - "title": "Koda", - "repo": "alvdansen/flux-koda", - "trigger_word": "flmft style" - }, - #20 - { - "image": "https://huggingface.co/mgwr/Cine-Aesthetic/resolve/main/images/00019-1333633802.png", - "title": "Cine Aesthetic", - "repo": "mgwr/Cine-Aesthetic", - "trigger_word": "mgwr/cine" - }, - #21 - { - "image": "https://huggingface.co/SebastianBodza/flux_cute3D/resolve/main/images/astronaut.webp", - "title": "Cute 3D", - "repo": "SebastianBodza/flux_cute3D", - "trigger_word": "NEOCUTE3D" - }, - #22 - { - "image": "https://huggingface.co/bingbangboom/flux_dreamscape/resolve/main/images/3.jpg", - "title": "Dreamscape", - "repo": "bingbangboom/flux_dreamscape", - "trigger_word": "in the style of BSstyle004" - }, - #23 - { - "image": "https://huggingface.co/prithivMLmods/Canopus-LoRA-Flux-FaceRealism/resolve/main/images/xc.webp", - "title": "Cute Kawaii", - "repo": "prithivMLmods/Canopus-Cute-Kawaii-Flux-LoRA", - "trigger_word": "cute-kawaii" - }, - #24 - { - "image": "https://cdn-uploads.huggingface.co/production/uploads/64b24543eec33e27dc9a6eca/_jyra-jKP_prXhzxYkg1O.png", - "title": "Pastel Anime", - "repo": "Raelina/Flux-Pastel-Anime", - "trigger_word": "Anime" - }, - #25 - { - "image": "https://huggingface.co/Shakker-Labs/FLUX.1-dev-LoRA-Vector-Journey/resolve/main/images/f7a66b51c89896854f31bef743dc30f33c6ea3c0ed8f9ff04d24b702.jpg", - "title": "Vector", - "repo": "Shakker-Labs/FLUX.1-dev-LoRA-Vector-Journey", - "trigger_word": "artistic style blends reality and illustration elements" - }, - #26 - { - "image": "https://huggingface.co/bingbangboom/flux-miniature-worlds/resolve/main/images/2.jpg", - "title": "Miniature", - "repo": "bingbangboom/flux-miniature-worlds", - "weights": "flux_MNTRWRLDS.safetensors", - "trigger_word": "Image in the style of MNTRWRLDS" - }, - #27 - { - "image": "https://huggingface.co/glif-loradex-trainer/bingbangboom_flux_surf/resolve/main/samples/1729012111574__000002000_0.jpg", - "title": "Surf Bingbangboom", - "repo": "glif-loradex-trainer/bingbangboom_flux_surf", - "weights": "flux_surf.safetensors", - "trigger_word": "SRFNGV01" - }, - #28 - { - "image": "https://huggingface.co/prithivMLmods/Canopus-Snoopy-Charlie-Brown-Flux-LoRA/resolve/main/000.png", - "title": "Snoopy Charlie", - "repo": "prithivMLmods/Canopus-Snoopy-Charlie-Brown-Flux-LoRA", - "trigger_word": "Snoopy Charlie Brown" - }, - #29 - { - "image": "https://huggingface.co/alvdansen/sonny-anime-fixed/resolve/main/images/uqAuIMqA6Z7mvPkHg4qJE_f4c3cbe64e0349e7b946d02adeacdca3.png", - "title": "Fixed Sonny", - "repo": "alvdansen/sonny-anime-fixed", - "trigger_word": "nm22 style" - }, - #30 - { - "image": "https://huggingface.co/davisbro/flux-multi-angle/resolve/main/multi-angle-examples/3.png", - "title": "Multi Angle", - "repo": "davisbro/flux-multi-angle", - "trigger_word": "A TOK composite photo of a person posing at different angles" - }, - #31 - { - "image": "https://huggingface.co/glif/how2draw/resolve/main/images/glif-how2draw-araminta-k-vbnvy94npt8m338r2vm02m50.jpg", - "title": "How2Draw", - "repo": "glif/how2draw", - "trigger_word": "How2Draw" - - }, - #32 - { - "image": "https://huggingface.co/Shakker-Labs/FLUX.1-dev-LoRA-Text-Poster/resolve/main/images/6dd1a918d89991ad5e40513ab88e7d892077f89dac93edcf4b660dd2.jpg", - "title": "Text Poster", - "repo": "Shakker-Labs/FLUX.1-dev-LoRA-Text-Poster", - "trigger_word": "text poster" - }, - #33 - { - "image": "https://huggingface.co/SebastianBodza/Flux_Aquarell_Watercolor_v2/resolve/main/images/coffee.webp", - "title": "Aquarell Watercolor", - "repo": "SebastianBodza/Flux_Aquarell_Watercolor_v2", - "trigger_word": "AQUACOLTOK" - }, - #34 - { - "image": "https://huggingface.co/Purz/face-projection/resolve/main/34031797.jpeg", - "title": "Face Projection ", - "repo": "Purz/face-projection", - "trigger_word": "f4c3_p40j3ct10n" - }, - #35 - { - "image": "https://huggingface.co/martintomov/ecom-flux-v2/resolve/main/images/example_z30slf97z.png", - "title": "Ecom Design Art", - "repo": "martintomov/ecom-flux-v2", - "trigger_word": "" - }, - #36 - { - "image": "https://huggingface.co/TheAwakenOne/max-headroom/resolve/main/sample/max-headroom_000900_00_20241015234926.png", - "title": "Max Head-Room", - "repo": "TheAwakenOne/max-headroom", - "weights": "max-headroom-v1.safetensors", - "trigger_word": "M2X, Max-Headroom" - }, - #37 - { - "image": "https://huggingface.co/renderartist/toyboxflux/resolve/main/images/3D__00366_.png", - "title": "Toy Box Flux", - "repo": "renderartist/toyboxflux", - "weights": "Toy_Box_Flux_v2_renderartist.safetensors", - "trigger_word": "t0yb0x, simple toy design, detailed toy design, 3D render" - }, - #38 - { - "image": "https://huggingface.co/Shakker-Labs/FLUX.1-dev-LoRA-live-3D/resolve/main/images/51a716fb6fe9ba5d54c260b70e7ff661d38acedc7fb725552fa77bcf.jpg", - "title": "Live 3D", - "repo": "Shakker-Labs/FLUX.1-dev-LoRA-live-3D", - "trigger_word": "" - }, - #39 - { - "image": "https://huggingface.co/Shakker-Labs/FLUX.1-dev-LoRA-Garbage-Bag-Art/resolve/main/images/42e944819b43869a03dc252d10409b5944a62494c7082816121016f9.jpg", - 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{ - "image": "https://huggingface.co/prithivMLmods/Flux-Fine-Detail-LoRA/resolve/main/images/SR1.png", - "title": "Fine Detail", - "repo": "prithivMLmods/Flux-Fine-Detail-LoRA", - "weights": "Fine-Detail.safetensors", - "trigger_word": "Super Detail" - }, - #220 - { - "image": "https://huggingface.co/gokaygokay/Flux-Digital-Backgrounds-LoRA/resolve/main/images/image1.jpg", - "title": "Digital Backgrounds", - "repo": "gokaygokay/Flux-Digital-Backgrounds-LoRA", - "weights": "digital_background_lora.safetensors", - "trigger_word": "dgtlbg" - }, - #221 - { - "image": "https://huggingface.co/gokaygokay/Flux-Realistic-Backgrounds-LoRA/resolve/main/images/image1.jpg", - "title": "Realistic Backgrounds", - "repo": "gokaygokay/Flux-Realistic-Backgrounds-LoRA", - "weights": "realistic_background_lora.safetensors", - "trigger_word": "rlstcbg" - }, - #222 - { - "image": "https://huggingface.co/prithivMLmods/Flux-Lego-Ref-LoRA/resolve/main/images/2.png", - "title": "LEGO", - "repo": "prithivMLmods/Flux-Lego-Ref-LoRA", - "weights": "Lego.safetensors", - "trigger_word": "lego --fref --89890" - }, - #223 - { - "image": "https://huggingface.co/strangerzonehf/Flux-3DXL-Partfile-0002/resolve/main/images/44.png", - "title": "3DXLP2", - "repo": "strangerzonehf/Flux-3DXL-Partfile-0002", - "weights": "3DXLP2.safetensors", - "trigger_word": "3DXLP2" - }, - - #add new -] - #--------------------------------------------------Model Initialization-----------------------------------------------------------------------------------------# dtype = torch.bfloat16 @@ -2152,10 +311,13 @@ def update_selection(evt: gr.SelectData, width, height): def generate_image(prompt_mash, steps, seed, cfg_scale, width, height, lora_scale, progress): pipe.to("cuda") generator = torch.Generator(device="cuda").manual_seed(seed) + if approximate_token_count(prompt_mash) > 76: + prompt, prompt2 = split_prompt_precisely(prompt_mash) with calculateDuration("Generating image"): # Generate image for img in pipe.flux_pipe_call_that_returns_an_iterable_of_images( - prompt=prompt_mash, + prompt=prompt, + prompt2=prompt2, num_inference_steps=steps, guidance_scale=cfg_scale, width=width, @@ -2171,8 +333,11 @@ def generate_image_to_image(prompt_mash, image_input_path, image_strength, steps generator = torch.Generator(device="cuda").manual_seed(seed) pipe_i2i.to("cuda") image_input = load_image(image_input_path) + if approximate_token_count(prompt_mash) > 76: + prompt, prompt2 = split_prompt_precisely(prompt_mash) final_image = pipe_i2i( - prompt=prompt_mash, + prompt=prompt, + prompt2=prompt2, image=image_input, strength=image_strength, num_inference_steps=steps, @@ -2223,7 +388,7 @@ def run_lora(prompt, image_input, image_strength, cfg_scale, steps, selected_ind seed = random.randint(0, MAX_SEED) if(image_input is not None): - + print(f"\nGenerating image to image with seed: {seed}\n") final_image = generate_image_to_image(prompt_mash, image_input, image_strength, steps, cfg_scale, width, height, lora_scale, seed) yield final_image, seed, gr.update(visible=False) else: @@ -2247,7 +412,8 @@ def get_huggingface_safetensors(link): print(base_model) #Allows Both - if((base_model != "black-forest-labs/FLUX.1-dev") and (base_model != "black-forest-labs/FLUX.1-schnell")): + if base_model not in MODELS: + #if((base_model != "black-forest-labs/FLUX.1-dev") and (base_model != "black-forest-labs/FLUX.1-schnell")): raise Exception("Flux LoRA Not Found!") # Only allow "black-forest-labs/FLUX.1-dev" @@ -2320,62 +486,251 @@ def add_custom_lora(custom_lora): def remove_custom_lora(): return gr.update(visible=False), gr.update(visible=False), gr.update(), "", None, "" +def on_prerendered_gallery_selection(event_data: gr.SelectData): + global current_prerendered_image + selected_index = event_data.index + selected_image = pre_rendered_maps_paths[selected_index] + print(f"Gallery Image Selected: {selected_image}\n") + current_prerendered_image.value = selected_image + return current_prerendered_image run_lora.zerogpu = True title = "Hex Game Maker" -with gr.Blocks(css_paths="style_20250128.css", title=title, theme='Surn/beeuty', delete_cache=(240, 240)) as app: - title = gr.HTML( - """

Hex Game Maker🥳

""", - elem_id="title", - ) - selected_index = gr.State(None) +with gr.Blocks(css_paths="style_20250128.css", title=title, theme='Surn/beeuty', delete_cache=(7200, 7200)) as app: with gr.Row(): - with gr.Column(scale=3): - prompt = gr.Textbox(label="Prompt", lines=1, placeholder=":/ choose the LoRA and type the prompt ") - with gr.Column(scale=1, elem_id="gen_column"): - generate_button = gr.Button("Generate", variant="primary", elem_id="gen_btn") + gr.Markdown(""" + # Hex Game Maker + ## Transform Your Images into Mesmerizing Hexagon Grid Masterpieces! ⬢""", elem_classes="intro") with gr.Row(): - with gr.Column(): - selected_info = gr.Markdown("") - gallery = gr.Gallery( - [(item["image"], item["title"]) for item in loras], - label="LoRA DLC's", - allow_preview=False, - columns=3, - elem_id="gallery", - show_share_button=False - ) - with gr.Group(): - custom_lora = gr.Textbox(label="Enter Custom LoRA", placeholder="prithivMLmods/Canopus-LoRA-Flux-Anime") - gr.Markdown("[Check the list of FLUX LoRA's](https://huggingface.co/models?other=base_model:adapter:black-forest-labs/FLUX.1-dev)", elem_id="lora_list") - custom_lora_info = gr.HTML(visible=False) - custom_lora_button = gr.Button("Remove custom LoRA", visible=False) - with gr.Column(): - progress_bar = gr.Markdown(elem_id="progress",visible=False) - result = gr.Image(label="Generated Image") + with gr.Accordion("Welcome to Hex Game Maker, the ultimate tool for transforming your images into stunning hexagon grid artworks. Whether you're a tabletop game enthusiast, a digital artist, or someone who loves unique patterns, HexaGrid Creator has something for you.", open=False, elem_classes="intro"): + gr.Markdown (""" + ## Drop an image into the Input Image and get started! + + + + ## What is Hex Game Maker? + Hex Game Maker is a web-based application that allows you to apply a hexagon grid overlay to any image. You can customize the size, color, and opacity of the hexagons, as well as the background and border colors. The result is a visually striking image that looks like it was made from hexagonal tiles! + + ### What Can You Do? + - **Generate Hexagon Grids:** Create beautiful hexagon grid overlays on any image with fully customizable parameters. + - **AI-Powered Image Generation:** Use advanced AI models to generate images based on your prompts and apply hexagon grids to them. + - **Color Exclusion:** Select and exclude specific colors from your hexagon grid for a cleaner and more refined look. + - **Interactive Customization:** Adjust hexagon size, border size, rotation, background color, and more in real-time. + - **Depth and 3D Model Generation:** Generate depth maps and 3D models from your images for enhanced visualization. + - **Image Filter [Look-Up Table (LUT)] Application:** Apply filters (LUTs) to your images for color grading and enhancement. + - **Pre-rendered Maps:** Access a library of pre-rendered hexagon maps for quick and easy customization. + - **Add Margins:** Add customizable margins around your images for a polished finish. + + ### Why You'll Love It + - **Fun and Easy to Use:** With an intuitive interface and real-time previews, creating hexagon grids has never been this fun! + - **Endless Creativity:** Unleash your creativity with endless customization options and see your images transform in unique ways. + - **Hexagon-Inspired Theme:** Enjoy a delightful yellow and purple theme inspired by hexagons! ⬢ + - **Advanced AI Models:** Leverage advanced AI models and LoRA weights for high-quality image generation and customization. + + ### Get Started + 1. **Upload or Generate an Image:** Start by uploading your own image or generate one using our AI-powered tool. + 2. **Customize Your Grid:** Play around with the settings to create the perfect hexagon grid overlay. + 3. **Download and Share:** Once you're happy with your creation, download it and share it with the world! + + ### Advanced Features + - **Generative AI Integration:** Utilize models like `black-forest-labs/FLUX.1-dev` and various LoRA weights for generating unique images. + - **Pre-rendered Maps:** Access a library of pre-rendered hexagon maps for quick and easy customization. + - **Image Filter [Look-Up Table (LUT)] Application:** Apply filters (LUTs) to your images for color grading and enhancement. + - **Depth and 3D Model Generation:** Create depth maps and 3D models from your images for enhanced visualization. + - **Add Margins:** Customize margins around your images for a polished finish. + + Join the hive and start creating with HexaGrid Creator today! + + """, elem_classes="intro") + selected_index = gr.State(None) with gr.Row(): - with gr.Accordion("Advanced Settings", open=False): - with gr.Row(): - input_image = gr.Image(label="Input image", type="filepath") - image_strength = gr.Slider(label="Denoise Strength", info="Lower means more image influence", minimum=0.1, maximum=1.0, step=0.01, value=0.75) - with gr.Column(): + with gr.Column(scale=2): + progress_bar = gr.Markdown(elem_id="progress",visible=False) + input_image = gr.Image( + label="Input Image", + type="filepath", + interactive=True, + elem_classes="centered solid imgcontainer", + key="imgInput", + image_mode=None, + format="PNG", + show_download_button=True, + ) + def on_input_image_change(image_path): + if image_path is None: + gr.Warning("Please upload an Input Image to get started.") + return None + img, img_path = convert_to_rgba_png(image_path) + return img_path + + input_image.input( + fn=on_input_image_change, + inputs=[input_image], + outputs=[input_image], scroll_to_output=True, + ) + with gr.Column(scale=0): + with gr.Accordion("Hex Coloring and Exclusion", open = False): with gr.Row(): - cfg_scale = gr.Slider(label="CFG Scale", minimum=1, maximum=20, step=0.5, value=3.5) - steps = gr.Slider(label="Steps", minimum=1, maximum=50, step=1, value=28) - + with gr.Column(): + color_picker = gr.ColorPicker(label="Pick a color to exclude",value="#505050") + with gr.Column(): + filter_color = gr.Checkbox(label="Filter Excluded Colors from Sampling", value=False,) + exclude_color_button = gr.Button("Exclude Color", elem_id="exlude_color_button", elem_classes="solid") + color_display = gr.DataFrame(label="List of Excluded RGBA Colors", headers=["R", "G", "B", "A"], elem_id="excluded_colors", type="array", value=build_dataframe(excluded_color_list), interactive=True, elem_classes="solid centered") + selected_row = gr.Number(0, label="Selected Row", visible=False) + delete_button = gr.Button("Delete Row", elem_id="delete_exclusion_button", elem_classes="solid") + fill_hex = gr.Checkbox(label="Fill Hex with color from Image", value=True) + with gr.Accordion("Image Filters", open = False): with gr.Row(): - width = gr.Slider(label="Width", minimum=256, maximum=1536, step=64, value=1024) - height = gr.Slider(label="Height", minimum=256, maximum=1536, step=64, value=1024) - + with gr.Column(): + composite_color = gr.ColorPicker(label="Color", value="#ede9ac44") + with gr.Column(): + composite_opacity = gr.Slider(label="Opacity %", minimum=0, maximum=100, value=50, interactive=True) with gr.Row(): - randomize_seed = gr.Checkbox(True, label="Randomize seed") - seed = gr.Slider(label="Seed", minimum=0, maximum=MAX_SEED, step=1, value=0, randomize=True) - lora_scale = gr.Slider(label="LoRA Scale", minimum=0, maximum=3, step=0.01, value=0.95) + composite_button = gr.Button("Composite", elem_classes="solid") + with gr.Row(): + with gr.Column(): + lut_filename = gr.Textbox( + value="", + label="Look Up Table (LUT) File Name", + elem_id="lutFileName") + with gr.Column(): + lut_file = gr.File( + value=None, + file_count="single", + file_types=[".cube"], + type="filepath", + label="LUT cube File") + with gr.Row(): + lut_example_image = gr.Image(type="pil", label="Filter (LUT) Example Image", value=default_lut_example_img) + with gr.Row(): + with gr.Column(): + gr.Markdown(""" + ### Included Filters (LUTs) + There are several included Filters: + + Try them on the example image before applying to your Input Image. + """, elem_id="lut_markdown") + with gr.Column(): + gr.Examples(elem_id="lut_examples", + examples=[[f] for f in lut_files], + inputs=[lut_filename], + outputs=[lut_filename], + label="Select a Filter (LUT) file. Populate the LUT File Name field" + ) + + with gr.Row(): + apply_lut_button = gr.Button("Apply Filter (LUT)", elem_classes="solid", elem_id="apply_lut_button") + + lut_file.change(get_filename, inputs=[lut_file], outputs=[lut_filename]) + lut_filename.change(show_lut, inputs=[lut_filename, lut_example_image], outputs=[lut_example_image]) + apply_lut_button.click( + lambda lut_filename, input_image: gr.Warning("Please upload an Input Image to get started.") if input_image is None else apply_lut_to_image_path(lut_filename, input_image)[0], + inputs=[lut_filename, input_image], + outputs=[input_image], + scroll_to_output=True + ) + with gr.Row(): + with gr.Accordion("Generative AI", open = False): + with gr.Column(scale=3): + prompt = gr.Textbox(label="Prompt", lines=1, placeholder=":/ choose the LoRA and type the prompt ", value="top-down, (rectangular tabletop_map) alien planet map, Battletech_boardgame scifi world with forests, lakes, oceans, continents and snow at the top and bottom, (middle is dark, no_reflections, no_shadows), from directly above. From 100,000 feet looking straight down") + with gr.Column(scale=1, elem_id="gen_column"): + generate_button = gr.Button("Generate", variant="primary", elem_id="gen_btn") + with gr.Row(): + with gr.Column(scale=0): + selected_info = gr.Markdown("") + gallery = gr.Gallery( + [(item["image"], item["title"]) for item in loras], + label="LoRA Styles", + allow_preview=False, + columns=3, + elem_id="gallery", + show_share_button=False + ) + with gr.Group(): + custom_lora = gr.Textbox(label="Enter Custom LoRA", placeholder="prithivMLmods/Canopus-LoRA-Flux-Anime") + gr.Markdown("[Check the list of FLUX LoRA's](https://huggingface.co/models?other=base_model:adapter:black-forest-labs/FLUX.1-dev)", elem_id="lora_list") + custom_lora_info = gr.HTML(visible=False) + custom_lora_button = gr.Button("Remove custom LoRA", visible=False) + with gr.Column(scale=2): + # conditioning_image = gr.Image(label="Conditioning Image", + # type="filepath", + # interactive=True, + # elem_classes="centered solid imgcontainer", + # key="imgConditioning", + # image_mode=None, + # format="PNG", + # show_download_button=True + # ) + with gr.Row(): + with gr.Column(scale=1): + # Gallery from PRE_RENDERED_IMAGES GOES HERE + prerendered_image_gallery = gr.Gallery(label="Image Gallery", show_label=True, value=build_prerendered_images(pre_rendered_maps_paths), elem_id="gallery", elem_classes="solid", type="filepath", columns=[3], rows=[3], preview=False ,object_fit="contain", height="auto", format="png",allow_preview=False) + with gr.Column(scale=1): + #image_guidance_stength = gr.Slider(label="Image Guidance Strength", minimum=0, maximum=1.0, value=0.25, step=0.01, interactive=True) + replace_input_image_button = gr.Button( + "Replace Input Image", + elem_id="prerendered_replace_input_image_button", + elem_classes="solid" + ) + generate_input_image_from_gallery = gr.Button( + "Generate AI Image from Gallery", + elem_id="generate_input_image_from_gallery", + elem_classes="solid" + ) + with gr.Accordion("Advanced Settings", open=False): + with gr.Row(): + image_strength = gr.Slider(label="Denoise Strength", info="Lower means more image influence", minimum=0.1, maximum=1.0, step=0.01, value=0.75) + with gr.Column(): + with gr.Row(): + cfg_scale = gr.Slider(label="CFG Scale", minimum=1, maximum=20, step=0.5, value=3.5) + steps = gr.Slider(label="Steps", minimum=1, maximum=50, step=1, value=28) + + with gr.Row(): + negative_prompt_textbox = gr.Textbox( + label="Negative Prompt", + visible=False, + elem_classes="solid", + value="Earth, low quality, bad anatomy, blurry, cropped, worst quality, shadows, people, humans, reflections, shadows, realistic map of the Earth, isometric, text" + ) + # Add Dropdown for sizing of Images, height and width based on selection. Options are 16x9, 16x10, 4x5, 1x1 + # The values of height and width are based on common resolutions for each aspect ratio + # Default to 16x9, 1024x576 + image_size_ratio = gr.Dropdown(label="Image Size", choices=["16:9", "16:10", "4:5", "4:3", "2:1","3:2","1:1", "9:16", "10:16", "5:4", "3:4","1:2", "2:3"], value="16:9", elem_classes="solid", type="value", scale=0, interactive=True) + width = gr.Slider(label="Width", minimum=256, maximum=1536, step=64, value=576) + height = gr.Slider(label="Height", minimum=256, maximum=2560, step=16, value=1024, interactive=False) + image_size_ratio.change( + fn=update_dimensions_on_ratio, + inputs=[image_size_ratio, width], + outputs=[width, height] + ) + width.change( + fn=lambda *args: update_dimensions_on_ratio(*args)[1], + inputs=[image_size_ratio, width], + outputs=[height] + ) + with gr.Row(): + randomize_seed = gr.Checkbox(True, label="Randomize seed") + seed = gr.Slider(label="Seed", minimum=0, maximum=MAX_SEED, step=1, value=0, randomize=True) + lora_scale = gr.Slider(label="LoRA Scale", minimum=0, maximum=3, step=0.01, value=0.95) with gr.Row(): gr.HTML(value=versions_html(), visible=True, elem_id="versions") + # Event Handlers + prerendered_image_gallery.select( + fn=on_prerendered_gallery_selection, + inputs=None, + outputs=[gr.State(current_prerendered_image)], # Update the state with the selected image + show_api=False + ) + # replace input image with selected gallery image + replace_input_image_button.click( + lambda: current_prerendered_image.value, + inputs=None, + outputs=[input_image], scroll_to_output=True + ) gallery.select( update_selection, inputs=[width, height], @@ -2394,7 +749,7 @@ with gr.Blocks(css_paths="style_20250128.css", title=title, theme='Surn/beeuty', triggers=[generate_button.click, prompt.submit], fn=run_lora, inputs=[prompt, input_image, image_strength, cfg_scale, steps, selected_index, randomize_seed, seed, width, height, lora_scale], - outputs=[result, seed, progress_bar] + 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alien_world_map.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3c997b23d56e4cc44f118aa1d13ec49473cc9205cb79f8362511a7667fa5d392 +size 6345893 diff --git a/images/prerendered/war-torn_post-apocalyptic_alien_world_map.png b/images/prerendered/war-torn_post-apocalyptic_alien_world_map.png new file mode 100644 index 0000000000000000000000000000000000000000..b1adb91cc91382bb00a47e50b4f5815ad9c6f8e9 --- /dev/null +++ b/images/prerendered/war-torn_post-apocalyptic_alien_world_map.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0dbca69af7fe21093bc7e2da50866c64b2b22b4863e090dcd3792eabd114529c +size 6242135 diff --git a/modules/constants.py b/modules/constants.py index b61a333ab391ed58702f265fc79877c515f7f94c..c217a3bd6959d874158feb9707696c8e3db6cf7d 100644 --- a/modules/constants.py +++ b/modules/constants.py @@ -145,6 +145,1920 @@ PRE_RENDERED_MAPS_JSON = { } PRE_RENDERED_MAPS_JSON = "{'alien world 1': 'images/prerendered/alien_world_1.jpg', 'alien world 2': 'images/prerendered/alien_world_2.jpg', 'alien world 3': 'images/prerendered/alien_world_3.jpg', 'alien world 4': 'images/prerendered/alien_world_4.jpg', 'alien world 5': 'images/prerendered/alien_world_5.jpg', 'green farming alien world 1': 'images/prerendered/green_farming alien_world_1.jpg', 'green farming alien world 2': 'images/prerendered/green_farming alien_world_2.jpg', 'grey barren alien world 1': 'images/prerendered/grey_barren_alien_world_1.jpg', 'grey barren alien world 2': 'images/prerendered/grey_barren_alien_world_2.jpg', 'grey barren alien world 3': 'images/prerendered/grey_barren_alien_world_3.jpg', 'grey barren alien world 4': 'images/prerendered/grey_barren_alien_world_4.jpg', 'grey barren alien world 5': 'images/prerendered/grey_barren_alien_world_5.jpg', 'grey barren alien world 6': 'images/prerendered/grey_barren_alien_world_6.jpg', 'grey barren alien world 7': 'images/prerendered/grey_barren_alien_world_7.jpg', 'grey waterless alien world map': 'images/prerendered/grey_waterless_alien_world_map.jpg', 'Hex gen map': 'images/prerendered/Hex_gen_map.PNG', 'military industrial alien world map': 'images/prerendered/military_industrial alien_world_map.jpg', 'red volcanic alien 1': 'images/prerendered/red_volcanic_alien_1.jpg', 'red volcanic alien 2': 'images/prerendered/red_volcanic_alien_2.jpg', 'red volcanic alien 3': 'images/prerendered/red_volcanic_alien_3.jpg', 'red volcanic alien 4': 'images/prerendered/red_volcanic_alien_4.jpg', 'volcanic alien world map': 'images/prerendered/volcanic alien_world_map.jpg', 'war torn post apocalyptic alien world map': 'images/prerendered/war-torn_post-apocalyptic_alien_world_map.jpg'}" + +#------------------------------------------------------------------------------------------------------------------------------------------------------------# +LORAS = [ + #Super-Realism + { + "image": "https://huggingface.co/strangerzonehf/Flux-Super-Realism-LoRA/resolve/main/images/1.png", + "title": "Super Realism", + "repo": "strangerzonehf/Flux-Super-Realism-LoRA", + "weights": "super-realism.safetensors", + "trigger_word": "Super Realism" + }, + #Midjourney-Mix + { + "image": "https://huggingface.co/strangerzonehf/Flux-Midjourney-Mix-LoRA/resolve/main/images/mj10.png", + "title": "Midjourney Mix", + "repo": "strangerzonehf/Flux-Midjourney-Mix-LoRA", + "weights": "midjourney-mix.safetensors", + "trigger_word": "midjourney mix" + }, + #Datou1111/shou_xin + { + "image": "https://huggingface.co/strangerzonehf/Flux-Ultimate-LoRA-Collection/resolve/main/images/example_aqz3dv60n.jpeg", + "title": "SHOU_XIN", + "repo": "Datou1111/shou_xin", + "weights": "shou_xin.safetensors", + "trigger_word": "shou_xin, pencil sketch" + }, + #smudge + { + "image": "https://huggingface.co/strangerzonehf/Flux-Sketch-Smudge-LoRA/resolve/main/images/5.png", + "title": "Sketch_Smudge", + "repo": "strangerzonehf/Flux-Sketch-Smudge-LoRA", + "weights": "Sketch-Smudge.safetensors", + "trigger_word": " Sketch Smudge" + }, + #anime-v1 + { + "image": "https://huggingface.co/strangerzonehf/Flux-Animeo-v1-LoRA/resolve/main/images/A4.png", + "title": "Animeo Mix", + "repo": "strangerzonehf/Flux-Animeo-v1-LoRA", + "weights": "Animeo.safetensors", + "trigger_word": "Animeo" + }, + #anime-v2 + { + "image": "https://huggingface.co/strangerzonehf/Flux-Animex-v2-LoRA/resolve/main/images/A33.png", + "title": "Animex Mix", + "repo": "strangerzonehf/Flux-Animex-v2-LoRA", + "weights": "Animex.safetensors", + "trigger_word": "Animex" + }, + #Super Portrait + { + "image": "https://huggingface.co/strangerzonehf/Flux-Super-Portrait-LoRA/resolve/main/images/3.png", + "title": "Super Portraits", + "repo": "strangerzonehf/Flux-Super-Portrait-LoRA", + "weights": "Super-Portrait.safetensors", + "trigger_word": "Super Portrait" + }, + #Super-Blend + { + "image": "https://huggingface.co/strangerzonehf/Flux-Super-Blend-LoRA/resolve/main/images/SB1.png", + "title": "Super Blend", + "repo": "strangerzonehf/Flux-Super-Blend-LoRA", + "weights": "Super-Blend.safetensors", + "trigger_word": "Super Blend" + }, + #3DXL P@1 + { + "image": "https://huggingface.co/strangerzonehf/Flux-3DXL-Partfile-0001/resolve/main/images/4.png", + "title": "3DXLP1", + "repo": "strangerzonehf/Flux-3DXL-Partfile-0001", + "weights": "3DXLP1.safetensors", + "trigger_word": "3DXLP1" + }, + #Mixer2.0 + { + "image": "https://huggingface.co/strangerzonehf/Flux-Midjourney-Mix2-LoRA/resolve/main/images/3.png", + "title": "Midjourney Mix 2", + "repo": "strangerzonehf/Flux-Midjourney-Mix2-LoRA", + "weights": "mjV6.safetensors", + "trigger_word": "MJ v6" + }, + { + "image": "https://huggingface.co/prithivMLmods/Flux-Long-Toon-LoRA/resolve/main/images/LT5.png", + "title": "Long Toons", + "repo": "prithivMLmods/Flux-Long-Toon-LoRA", + "weights": "Long-Toon.safetensors", + "trigger_word": "Long toons" + }, + { + "image": "https://huggingface.co/strangerzonehf/Flux-Cute-3D-Kawaii-LoRA/resolve/main/images/CK3.png", + "title": "Cute 3D Kawaii", + "repo": "strangerzonehf/Flux-Cute-3D-Kawaii-LoRA", + "weights": "Cute-3d-Kawaii.safetensors", + "trigger_word": "Cute 3d Kawaii" + }, + + { + "image": "https://huggingface.co/strangerzonehf/Flux-Isometric-3D-LoRA/resolve/main/images/ID2.png", + "title": "Isometric 3D", + "repo": "strangerzonehf/Flux-Isometric-3D-LoRA", + "weights": "Isometric-3D.safetensors", + "trigger_word": "Isometric 3D" + }, + { + "image": "https://huggingface.co/prithivMLmods/Flux-Toonic-2.5D-LoRA/resolve/main/images/T2.png", + "title": "Toon 2.5D", + "repo": "prithivMLmods/Flux-Toonic-2.5D-LoRA", + "weights": "toonic2.5D.safetensors", + "trigger_word": "toonic 2.5D" + }, + { + "image": "https://huggingface.co/strangerzonehf/Flux-YWL-Realism-LoRA/resolve/main/images/R3.png", + "title": "YWL Realism", + "repo": "strangerzonehf/Flux-YWL-Realism-LoRA", + "weights": "ywl-realism.safetensors", + "trigger_word": "ylw realism" + }, + #chill-guy + { + "image": "https://huggingface.co/prithivMLmods/Flux-Chill-Guy-Zone/resolve/main/images/8.png", + "title": "Chill Guy", + "repo": "prithivMLmods/Flux-Chill-Guy-Zone", + "weights": "chill-guy.safetensors", + "trigger_word": "chill guy" + }, + { + "image": "https://huggingface.co/p1atdev/flux.1-schnell-pvc-style-lora/resolve/main/images/flux_lora_00221_.png", + "title": "Anime PVC Style", + "repo": "p1atdev/flux.1-schnell-pvc-style-lora", + "weights": "pvc-shnell-7250+7500.safetensors", + "trigger_word": "pvc figure, nendoroid, figma" + }, + { + "image": "https://huggingface.co/strangerzonehf/Flux-C4C-Design-LoRA/resolve/main/images/4.png", + "title": "Smiley C4C", + "repo": "strangerzonehf/Flux-C4C-Design-LoRA", + "weights": "Smiley-C4C.safetensors", + "trigger_word": "Smiley C4C" + }, +#-----------------------------------------------------------------------------------LoRA's----------------------------------------------------------------------# + #0 + { + "image": "https://huggingface.co/prithivMLmods/Purple-Dreamy-Flux-LoRA/resolve/main/images/PD3.png", + "title": "Purple Dream", + "repo": "prithivMLmods/Purple-Dreamy-Flux-LoRA", + "weights": "Purple-Dreamy.safetensors", + "trigger_word": "Purple Dreamy" + }, + #1 + { + "image": "https://huggingface.co/prithivMLmods/Canopus-LoRA-Flux-FaceRealism/resolve/main/images/11.png", + "title": "Flux Face Realism", + "repo": "prithivMLmods/Canopus-LoRA-Flux-FaceRealism", + "trigger_word": "Realism" + }, + #2 + { + "image": "https://huggingface.co/alvdansen/softserve_anime/resolve/main/images/ComfyUI_00134_.png", + "title": "Softserve Anime", + "repo": "alvdansen/softserve_anime", + "trigger_word": "sftsrv style illustration" + }, + #3 + { + "image": "https://huggingface.co/prithivMLmods/Fashion-Hut-Modeling-LoRA/resolve/main/images/MO1.png", + "title": "Modeling Hut", + "repo": "prithivMLmods/Fashion-Hut-Modeling-LoRA", + "trigger_word": "Modeling of" + }, + #4 + { + "image": "https://huggingface.co/Shakker-Labs/FLUX.1-dev-LoRA-One-Click-Creative-Template/resolve/main/images/f2cc649985648e57b9b9b14ca7a8744ac8e50d75b3a334ed4df0f368.jpg", + "title": "Creative Template", + "repo": "Shakker-Labs/FLUX.1-dev-LoRA-One-Click-Creative-Template", + "trigger_word": "The background is 4 real photos, and in the middle is a cartoon picture summarizing the real photos." + }, + #5 + { + "image": "https://huggingface.co/prithivMLmods/Canopus-LoRA-Flux-UltraRealism-2.0/resolve/main/images/XX.png", + "title": "Ultra Realism", + "repo": "prithivMLmods/Canopus-LoRA-Flux-UltraRealism-2.0", + "trigger_word": "Ultra realistic" + }, + #6 + { + "image": "https://huggingface.co/gokaygokay/Flux-Game-Assets-LoRA-v2/resolve/main/images/example_y2bqpuphc.png", + "title": "Game Assets", + "repo": "gokaygokay/Flux-Game-Assets-LoRA-v2", + "trigger_word": "wbgmsst, white background" + }, + #7 + { + "image": "https://huggingface.co/alvdansen/softpasty-flux-dev/resolve/main/images/ComfyUI_00814_%20(2).png", + "title": "Softpasty", + "repo": "alvdansen/softpasty-flux-dev", + "trigger_word": "araminta_illus illustration style" + }, + #8 + { + "image": "https://huggingface.co/Shakker-Labs/FLUX.1-dev-LoRA-add-details/resolve/main/images/0.png", + "title": "Details Add", + "repo": "Shakker-Labs/FLUX.1-dev-LoRA-add-details", + "trigger_word": "" + }, + #9 + { + "image": "https://huggingface.co/prithivMLmods/Canopus-LoRA-Flux-Anime/resolve/main/assets/4.png", + "title": "Flux Anime", + "repo": "prithivMLmods/Canopus-LoRA-Flux-Anime", + "trigger_word": "Anime" + }, + #10 + { + "image": "https://huggingface.co/aleksa-codes/flux-ghibsky-illustration/resolve/main/images/example5.jpg", + "title": "Ghibsky Illustration", + "repo": "aleksa-codes/flux-ghibsky-illustration", + "trigger_word": "GHIBSKY style painting" + }, + #11 + { + "image": "https://huggingface.co/Shakker-Labs/FLUX.1-dev-LoRA-Dark-Fantasy/resolve/main/images/c2215bd73da9f14fcd63cc93350e66e2901bdafa6fb8abaaa2c32a1b.jpg", + "title": "Dark Fantasy", + "repo": "Shakker-Labs/FLUX.1-dev-LoRA-Dark-Fantasy", + "trigger_word": "" + }, + #12 + { + "image": "https://huggingface.co/Norod78/Flux_1_Dev_LoRA_Paper-Cutout-Style/resolve/main/d13591878d5043f3989dd6eb1c25b710_233c18effb4b491cb467ca31c97e90b5.png", + "title": "Paper Cutout", + "repo": "Norod78/Flux_1_Dev_LoRA_Paper-Cutout-Style", + "trigger_word": "Paper Cutout Style" + }, + #13 + { + "image": "https://huggingface.co/alvdansen/mooniverse/resolve/main/images/out-0%20(17).webp", + "title": "Mooniverse", + "repo": "alvdansen/mooniverse", + "trigger_word": "surreal style" + }, + #14 + { + "image": "https://huggingface.co/alvdansen/pola-photo-flux/resolve/main/images/out-0%20-%202024-09-22T130819.351.webp", + "title": "Pola Photo", + "repo": "alvdansen/pola-photo-flux", + "trigger_word": "polaroid style" + }, + #15 + { + "image": "https://huggingface.co/multimodalart/flux-tarot-v1/resolve/main/images/7e180627edd846e899b6cd307339140d_5b2a09f0842c476b83b6bd2cb9143a52.png", + "title": "Flux Tarot", + "repo": "multimodalart/flux-tarot-v1", + "trigger_word": "in the style of TOK a trtcrd tarot style" + }, + #16 + { + "image": "https://huggingface.co/prithivMLmods/Flux-Dev-Real-Anime-LoRA/resolve/main/images/111.png", + "title": "Real Anime", + "repo": "prithivMLmods/Flux-Dev-Real-Anime-LoRA", + "trigger_word": "Real Anime" + }, + #17 + { + "image": "https://huggingface.co/diabolic6045/Flux_Sticker_Lora/resolve/main/images/example_s3pxsewcb.png", + "title": "Stickers", + "repo": "diabolic6045/Flux_Sticker_Lora", + "trigger_word": "5t1cker 5ty1e" + }, + #18 + { + "image": "https://huggingface.co/VideoAditor/Flux-Lora-Realism/resolve/main/images/feel-the-difference-between-using-flux-with-lora-from-xlab-v0-j0ehybmvxehd1.png", + "title": "Realism", + "repo": "XLabs-AI/flux-RealismLora", + "trigger_word": "", + "notes": "No trigger words but 8k, Animatrix illustration style, fantasy style, natural photo cinematic should all work @6min", + "parameters" :{ + "guidance_scale": "3.2", + "num_inference_steps": "34", + "scale": "0.85" + } + }, + #19 + { + "image": "https://huggingface.co/alvdansen/flux-koda/resolve/main/images/ComfyUI_00583_%20(1).png", + "title": "Koda", + "repo": "alvdansen/flux-koda", + "trigger_word": "flmft style" + }, + #20 + { + "image": "https://huggingface.co/mgwr/Cine-Aesthetic/resolve/main/images/00019-1333633802.png", + "title": "Cine Aesthetic", + "repo": "mgwr/Cine-Aesthetic", + "trigger_word": "mgwr/cine" + }, + #21 + { + "image": "https://huggingface.co/SebastianBodza/flux_cute3D/resolve/main/images/astronaut.webp", + "title": "Cute 3D", + "repo": "SebastianBodza/flux_cute3D", + "trigger_word": "NEOCUTE3D" + }, + #22 + { + "image": "https://huggingface.co/bingbangboom/flux_dreamscape/resolve/main/images/3.jpg", + "title": "Dreamscape", + "repo": "bingbangboom/flux_dreamscape", + "trigger_word": "in the style of BSstyle004" + }, + #23 + { + "image": "https://huggingface.co/prithivMLmods/Canopus-LoRA-Flux-FaceRealism/resolve/main/images/xc.webp", + "title": "Cute Kawaii", + "repo": "prithivMLmods/Canopus-Cute-Kawaii-Flux-LoRA", + "trigger_word": "cute-kawaii" + }, + #24 + { + "image": "https://cdn-uploads.huggingface.co/production/uploads/64b24543eec33e27dc9a6eca/_jyra-jKP_prXhzxYkg1O.png", + "title": "Pastel Anime", + "repo": "Raelina/Flux-Pastel-Anime", + "trigger_word": "Anime" + }, + #25 + { + "image": "https://huggingface.co/Shakker-Labs/FLUX.1-dev-LoRA-Vector-Journey/resolve/main/images/f7a66b51c89896854f31bef743dc30f33c6ea3c0ed8f9ff04d24b702.jpg", + "title": "Vector", + "repo": "Shakker-Labs/FLUX.1-dev-LoRA-Vector-Journey", + "trigger_word": "artistic style blends reality and illustration elements" + }, + #26 + { + "image": "https://huggingface.co/bingbangboom/flux-miniature-worlds/resolve/main/images/2.jpg", + "title": "Miniature", + "repo": "bingbangboom/flux-miniature-worlds", + "weights": "flux_MNTRWRLDS.safetensors", + "trigger_word": "Image in the style of MNTRWRLDS" + }, + #27 + { + "image": "https://huggingface.co/glif-loradex-trainer/bingbangboom_flux_surf/resolve/main/samples/1729012111574__000002000_0.jpg", + "title": "Surf Bingbangboom", + "repo": "glif-loradex-trainer/bingbangboom_flux_surf", + "weights": "flux_surf.safetensors", + "trigger_word": "SRFNGV01" + }, + #28 + { + "image": "https://huggingface.co/prithivMLmods/Canopus-Snoopy-Charlie-Brown-Flux-LoRA/resolve/main/000.png", + "title": "Snoopy Charlie", + "repo": "prithivMLmods/Canopus-Snoopy-Charlie-Brown-Flux-LoRA", + "trigger_word": "Snoopy Charlie Brown" + }, + #29 + { + "image": "https://huggingface.co/alvdansen/sonny-anime-fixed/resolve/main/images/uqAuIMqA6Z7mvPkHg4qJE_f4c3cbe64e0349e7b946d02adeacdca3.png", + "title": "Fixed Sonny", + "repo": "alvdansen/sonny-anime-fixed", + "trigger_word": "nm22 style" + }, + #30 + { + "image": "https://huggingface.co/davisbro/flux-multi-angle/resolve/main/multi-angle-examples/3.png", + "title": "Multi Angle", + "repo": "davisbro/flux-multi-angle", + "trigger_word": "A TOK composite photo of a person posing at different angles" + }, + #31 + { + "image": "https://huggingface.co/Borcherding/FLUX.1-dev-LoRA-FractalLand-v0.1/resolve/main/images/example_e2zoqwftv.png", + "title" : "Fractal Land", + "repo": "Borcherding/FLUX.1-dev-LoRA-FractalLand-v0.1", + "weights": "flux-1-dev-lora-fractalland-v0-1.safetensors", + "trigger_word": "fractalLand ", + "trigger_position" : "prepend", + "notes": "Use fractalLand at the start of the prompts to activate the fractal elements. . ", + "parameters" :{ + "max_sequence_length": "512", + "guidance_scale": "3.5", + "num_inference_steps": "38" + } + }, + { + "image": "https://github.com/XLabs-AI/x-flux/blob/main/assets/readme/examples/result_19.png?raw=true", + "title": "Xlabs Disney", + "repo": "XLabs-AI/flux-lora-collection", + "weights": "disney_lora.safetensors", + "trigger_word": "disney style", + "trigger_position" : "append", + "notes": "You should use ',disney style' as trigger words at the end. ", + "parameters" :{ + "num_inference_steps": "30", + } + }, + { + "image": "https://github.com/XLabs-AI/x-flux/blob/main/assets/readme/examples/result_14.png?raw=true", + "title": "XLabs Anime", + "repo": "XLabs-AI/flux-lora-collection", + "weights": "anime_lora.safetensors", + "trigger_word": "anime", + "trigger_position" : "append", + "notes": "You should use ',anime' as trigger words at the end. ", + "parameters" :{ + "num_inference_steps": "30", + } + }, + { + "image": "https://github.com/XLabs-AI/x-flux/blob/main/assets/readme/examples/result_21.png?raw=true", + "title": "XLabs Scenery", + "repo": "XLabs-AI/flux-lora-collection", + "weights": "scenery_lora.safetensors", + "trigger_word": "scenery style", + "trigger_position" : "append", + "notes": "You should use ',scenery style' as trigger words at the end. 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"martintomov/ecom-flux-v2", + "trigger_word": "" + }, + #36 + { + "image": "https://huggingface.co/TheAwakenOne/max-headroom/resolve/main/sample/max-headroom_000900_00_20241015234926.png", + "title": "Max Head-Room", + "repo": "TheAwakenOne/max-headroom", + "weights": "max-headroom-v1.safetensors", + "trigger_word": "M2X, Max-Headroom" + }, + #37 + { + "image": "https://huggingface.co/renderartist/toyboxflux/resolve/main/images/3D__00366_.png", + "title": "Toy Box Flux", + "repo": "renderartist/toyboxflux", + "weights": "Toy_Box_Flux_v2_renderartist.safetensors", + "trigger_word": "t0yb0x, simple toy design, detailed toy design, 3D render" + }, + #38 + { + "image": "https://huggingface.co/Shakker-Labs/FLUX.1-dev-LoRA-live-3D/resolve/main/images/51a716fb6fe9ba5d54c260b70e7ff661d38acedc7fb725552fa77bcf.jpg", + "title": "Live 3D", + "repo": "Shakker-Labs/FLUX.1-dev-LoRA-live-3D", + "trigger_word": "" + }, + #39 + { + "image": 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"https://huggingface.co/prithivMLmods/Flux.1-Dev-Frosted-Container-LoRA/resolve/main/images/FG1.png", + "title": "Frosted Container", + "repo": "prithivMLmods/Flux.1-Dev-Frosted-Container-LoRA", + "weights": "frosted-gc.safetensors", + "trigger_word": "frosted GC" + }, + #215 + { + "image": "https://huggingface.co/glif-loradex-trainer/swap_magenta_kuki_roblox/resolve/main/samples/1731068408259__000001500_4.jpg", + "title": "Magenta Kuki Roblox", + "repo": "glif-loradex-trainer/swap_magenta_kuki_roblox", + "weights": "magenta_kuki_roblox.safetensors", + "trigger_word": "kuki_magenta, roblox" + }, + #216 + { + "image": "https://huggingface.co/glif-loradex-trainer/maxxd4240_PleinAir/resolve/main/samples/1730493095161__000003000_4.jpg", + "title": "Plein Air", + "repo": "glif-loradex-trainer/maxxd4240_PleinAir", + "weights": "PleinAir.safetensors", + "trigger_word": "P1e!n" + }, + #217 + { + "image": "https://huggingface.co/prithivMLmods/Flux-GArt-LoRA/resolve/main/images/G2.png", + "title": "GArt", + "repo": "prithivMLmods/Flux-GArt-LoRA", + "weights": "GArt.safetensors", + "trigger_word": "GArt" + }, + #218 + { + "image": "https://huggingface.co/strangerzonehf/Flux-Super-Capybara-HF/resolve/main/images/C2.png", + "title": "Capybara HF", + "repo": "strangerzonehf/Flux-Super-Capybara-HF", + "weights": "capybara-hf.safetensors", + "trigger_word": "capybara hf" + }, + #219 + { + "image": "https://huggingface.co/prithivMLmods/Flux-Fine-Detail-LoRA/resolve/main/images/SR1.png", + "title": "Fine Detail", + "repo": "prithivMLmods/Flux-Fine-Detail-LoRA", + "weights": "Fine-Detail.safetensors", + "trigger_word": "Super Detail" + }, + #220 + { + "image": "https://huggingface.co/gokaygokay/Flux-Digital-Backgrounds-LoRA/resolve/main/images/image1.jpg", + "title": "Digital Backgrounds", + "repo": "gokaygokay/Flux-Digital-Backgrounds-LoRA", + "weights": "digital_background_lora.safetensors", + "trigger_word": "dgtlbg" + }, + #221 + { + "image": "https://huggingface.co/gokaygokay/Flux-Realistic-Backgrounds-LoRA/resolve/main/images/image1.jpg", + "title": "Realistic Backgrounds", + "repo": "gokaygokay/Flux-Realistic-Backgrounds-LoRA", + "weights": "realistic_background_lora.safetensors", + "trigger_word": "rlstcbg" + }, + #222 + { + "image": "https://huggingface.co/prithivMLmods/Flux-Lego-Ref-LoRA/resolve/main/images/2.png", + "title": "LEGO", + "repo": "prithivMLmods/Flux-Lego-Ref-LoRA", + "weights": "Lego.safetensors", + "trigger_word": "lego --fref --89890" + }, + #223 + { + "image": "https://huggingface.co/strangerzonehf/Flux-3DXL-Partfile-0002/resolve/main/images/44.png", + "title": "3DXLP2", + "repo": "strangerzonehf/Flux-3DXL-Partfile-0002", + "weights": "3DXLP2.safetensors", + "trigger_word": "3DXLP2" + }, + + #add new +] + # Available FLUX model names MODELS = [ "black-forest-labs/FLUX.1-schnell", diff --git a/modules/excluded_colors.py b/modules/excluded_colors.py new file mode 100644 index 0000000000000000000000000000000000000000..80d69659d119a1c7b1f8bac77d1a02a16cb41538 --- /dev/null +++ b/modules/excluded_colors.py @@ -0,0 +1,56 @@ +# modules/excluded_colors.py +import gradio as gr + +from modules.color_utils import ( + hex_to_rgb, +) +from modules.image_utils import ( + convert_str_to_int_or_zero, +) + +excluded_color_list = gr.State([(0,0,0,0),(255,255,255,0)]) + +def add_color(color, excluded_colors_var): + excluded_colors = excluded_colors_var.value + # Convert the color from hex to RGBA + color = hex_to_rgb(color) + (255,) + if color not in [tuple(lst) for lst in excluded_colors]: + excluded_colors.append(color) + excluded_color_lst = [tuple(lst) for lst in excluded_colors] + else: + excluded_color_lst = [tuple(lst) for lst in excluded_colors] + return excluded_color_lst, excluded_color_lst + +def delete_color(row, excluded_colors_var): + global excluded_color_list + excluded_colors = list(excluded_colors_var) + row_index = convert_str_to_int_or_zero(row) + print(f"Delete Excluded Color {row_index} of {len(excluded_colors) - 1}") + if row_index <= len(excluded_colors) - 1: + del excluded_colors[row_index] + excluded_color_lst = [tuple(lst) for lst in excluded_colors] + excluded_color_list = excluded_color_lst + return excluded_color_lst + else: + excluded_color_lst = [tuple(lst) for lst in excluded_color_list] + print(f"Row index {row_index} not found in the list:{excluded_color_lst}") + excluded_color_list = excluded_color_lst + return excluded_color_lst + +def build_dataframe(excluded_colors_var): + excluded_colors = [tuple(lst) for lst in excluded_colors_var.value] + #print(f"input: {excluded_colors}") + return excluded_colors + +def on_input(excluded_colors): + print(f"input: {excluded_colors}") + excluded_color_lst = [tuple(lst) for lst in excluded_colors] + print(f"output: {excluded_color_lst}") + return excluded_color_lst, excluded_color_lst + +# Event listener for when the user selects a row +def on_color_display_select(selected_rows, event: gr.SelectData): + # Get the selected row + selected_index = event.index[0] + print(f"Selected row index:{selected_rows[selected_index]}, index: {selected_index}") + return selected_index \ No newline at end of file diff --git a/modules/image_utils.py b/modules/image_utils.py index daf19b8ece7c1006cfdd9561a3d9ce23e78a604f..afc76792cfccb127bc3dd84d1055cdd0e38eb850 100644 --- a/modules/image_utils.py +++ b/modules/image_utils.py @@ -601,7 +601,7 @@ def convert_jpg_to_rgba(input_path) -> tuple[Image, str]: # Check file extension first to skip unnecessary processing if input_path.suffix.lower() not in ('.jpg', '.jpeg'): print(f"Skipping conversion: {input_path} is not a JPG or JPEG file.") - return None, str(output_path) + return Image.open(input_path), str(output_path) print(f"Converting to PNG: {input_path} is a JPG or JPEG file.") diff --git a/modules/lora_details.py b/modules/lora_details.py new file mode 100644 index 0000000000000000000000000000000000000000..bfdb950af42ee7f0c221424a92bbe55523b00fac --- /dev/null +++ b/modules/lora_details.py @@ -0,0 +1,104 @@ +# modules/lora_details.py + +import gradio as gr +from modules.constants import LORA_DETAILS + +def upd_prompt_notes(model_textbox_value): + """ + Updates the prompt_notes_label with the notes from LORA_DETAILS. + + Args: + model_textbox_value (str): The name of the LoRA model. + + Returns: + gr.update: Updated Gradio label component with the notes. + """ + notes = "" + if model_textbox_value in LORA_DETAILS: + lora_detail_list = LORA_DETAILS[model_textbox_value] + for item in lora_detail_list: + if 'notes' in item: + notes = item['notes'] + break + else: + notes = "Enter Prompt description of your image, \nusing models without LoRa may take a 30 minutes." + return gr.update(value=notes) + +def get_trigger_words(model_textbox_value): + """ + Retrieves the trigger words from constants.LORA_DETAILS for the specified model. + + Args: + model_textbox_value (str): The name of the LoRA model. + + Returns: + str: The trigger words associated with the model, or a default message if not found. + """ + trigger_words = "" + if model_textbox_value in LORA_DETAILS: + lora_detail_list = LORA_DETAILS[model_textbox_value] + for item in lora_detail_list: + if 'trigger_words' in item: + trigger_words = item['trigger_words'] + break + else: + trigger_words = "" + return trigger_words + +def upd_trigger_words(model_textbox_value): + """ + Updates the trigger_words_label with the trigger words from LORA_DETAILS. + + Args: + model_textbox_value (str): The name of the LoRA model. + + Returns: + gr.update: Updated Gradio label component with the trigger words. + """ + trigger_words = get_trigger_words(model_textbox_value) + return gr.update(value=trigger_words) + +def approximate_token_count(prompt): + """ + Approximates the number of tokens in a prompt based on word count. + + Parameters: + prompt (str): The text prompt. + + Returns: + int: The approximate number of tokens. + """ + words = prompt.split() + # Average tokens per word (can vary based on language and model) + tokens_per_word = 1.3 + return int(len(words) * tokens_per_word) + +def split_prompt_by_tokens(prompt, token_number): + words = prompt.split() + # Average tokens per word (can vary based on language and model) + tokens_per_word = 1.3 + return ' '.join(words[:int(tokens_per_word * token_number)]), ' '.join(words[int(tokens_per_word * token_number):]) + +# Split prompt precisely by token count +import tiktoken + +def split_prompt_precisely(prompt, max_tokens=77, model="gpt-3.5-turbo"): + try: + encoding = tiktoken.encoding_for_model(model) + except KeyError: + encoding = tiktoken.get_encoding("cl100k_base") + + tokens = encoding.encode(prompt) + + if len(tokens) <= max_tokens: + return prompt, "" + + # Find the split point + split_point = max_tokens + split_tokens = tokens[:split_point] + remaining_tokens = tokens[split_point:] + + split_prompt = encoding.decode(split_tokens) + remaining_prompt = encoding.decode(remaining_tokens) + + return split_prompt, remaining_prompt diff --git a/modules/misc.py b/modules/misc.py new file mode 100644 index 0000000000000000000000000000000000000000..7671b35506756b1649290d2ac09f57725a19f287 --- /dev/null +++ b/modules/misc.py @@ -0,0 +1,156 @@ +# misc.py file contains miscellaneous utility functions +import math +import sys +#import logging +#import os +#import subprocess + +def pause(): + """ + Pauses the execution until any key is pressed. + """ + if sys.platform.startswith('win'): + import msvcrt + print("Press any key to continue...") + msvcrt.getch() + else: + import termios + import tty + print("Press any key to continue...") + fd = sys.stdin.fileno() + old_settings = termios.tcgetattr(fd) + try: + tty.setraw(fd) + sys.stdin.read(1) + finally: + termios.tcsetattr(fd, termios.TCSADRAIN, old_settings) + + +# def install(package): +# import subprocess +# subprocess.check_call([sys.executable, "-m", "pip", "install", package]) + +def get_filename(file): + filename = None + if file is not None: + filename = file.name + return filename + +def get_extension(file): + extension = None + if file is not None: + extension = file.name.split(".")[-1] + return extension + + +def convert_ratio_to_dimensions(ratio, height=512, rotate90=False): + """ + Calculate pixel dimensions based on a given aspect ratio and base height. + + This function computes the width and height in pixels for an image, ensuring that both dimensions are divisible by 16. The height is adjusted upwards to the nearest multiple of 16 if necessary, and the width is calculated based on the adjusted height and the provided aspect ratio. Additionally, it ensures that both width and height are at least 16 pixels to avoid extremely small dimensions. + + Parameters: + ratio (float): The aspect ratio of the image (width divided by height). + height (int, optional): The base height in pixels. Defaults to 512. + + Returns: + tuple: A tuple containing the calculated (width, height) in pixels, both divisible by 16. + """ + base_height = 512 + # Scale the height based on the provided height parameter + # Ensure the height is at least base_height + scaled_height = max(height, base_height) + # Adjust the height to be divisible by 16 + adjusted_height = math.ceil(scaled_height / 16) * 16 + # Calculate the width based on the ratio + calculated_width = int(adjusted_height * ratio) + # Adjust the width to be divisible by 16 + adjusted_width = math.ceil(calculated_width / 16) * 16 + if rotate90: + adjusted_width, adjusted_height = adjusted_height, adjusted_width + return adjusted_width, adjusted_height + +def update_dimensions_on_ratio(image_format, width): + # Convert image_format from a string split by ":" into two numbers + width_ratio, height_ratio = map(int, image_format.split(":")) + aspect_ratio = width_ratio / height_ratio + + # Compute new width and height based on the aspect ratio and base width + new_width, new_height = convert_ratio_to_dimensions(aspect_ratio, width) + return new_width, new_height + +# def install_torch(): +# print("\nInstalling PyTorch with CUDA support...") +# # Define the package and index URL +# package = "torch==2.4.0" +# index_url = "https://download.pytorch.org/whl/cu124" +# # Construct the pip install command +# command = [ +# "pip", "install", "--force-reinstall", +# f"{package}", "--index-url", f"{index_url}" +# ] +# # Run the command using subprocess +# subprocess.run(command, check=True) +# print("\nPyTorch installation completed.") +# print("\nInstalling torchvision...") +# package = "torchvision==0.19.0" +# index_url = "https://download.pytorch.org/whl/cu124" +# # Construct the pip install command +# command = [ +# "pip", "install", "--force-reinstall", +# f"{package}", "--index-url", f"{index_url}" +# ] +# # Run the command using subprocess +# subprocess.run(command, check=True) +# print("\nPlease restart the kernel to use the newly installed PyTorch version.") + +# def _get_output(cmd): +# try: +# return subprocess.check_output(cmd).decode("utf-8") +# except Exception as ex: +# logging.exception(ex) +# return None + +# def install_cuda_toolkit(): +# #CUDA_TOOLKIT_URL = "https://developer.download.nvidia.com/compute/cuda/11.8.0/local_installers/cuda_11.8.0_520.61.05_linux.run" +# # CUDA_TOOLKIT_URL = "https://developer.download.nvidia.com/compute/cuda/12.2.0/local_installers/cuda_12.2.0_535.54.03_linux.run" +# CUDA_TOOLKIT_URL = "https://developer.download.nvidia.com/compute/cuda/12.4.1/local_installers/cuda_12.4.1_550.54.15_linux.run" +# CUDA_TOOLKIT_FILE = "/tmp/%s" % os.path.basename(CUDA_TOOLKIT_URL) +# print("\nDownloading CUDA Toolkit from %s" % CUDA_TOOLKIT_URL) +# subprocess.call(["wget", "-q", CUDA_TOOLKIT_URL, "-O", CUDA_TOOLKIT_FILE]) +# subprocess.call(["chmod", "+x", CUDA_TOOLKIT_FILE]) +# subprocess.call([CUDA_TOOLKIT_FILE, "--silent", "--toolkit"]) +# os.environ["CUDA_HOME"] = "/usr/local/cuda" +# os.environ["PATH"] = "%s/bin:%s" % (os.environ["CUDA_HOME"], os.environ["PATH"]) +# os.environ["LD_LIBRARY_PATH"] = "%s/lib:%s" % ( +# os.environ["CUDA_HOME"], +# "" if "LD_LIBRARY_PATH" not in os.environ else os.environ["LD_LIBRARY_PATH"], +# ) +# # Fix: arch_list[-1] += '+PTX'; IndexError: list index out of range +# os.environ["TORCH_CUDA_ARCH_LIST"] = "8.0;8.6" +# print("\nPlease restart the kernel to use the newly installed CUDA Toolkit.") + +# def setup_runtime_env(): +# from torch import cuda +# logging.info("Python Version: %s" % _get_output(["python", "--version"])) +# logging.info("CUDA Version: %s" % _get_output(["nvcc", "--version"])) +# logging.info("GCC Version: %s" % _get_output(["gcc", "--version"])) +# logging.info("CUDA is available: %s" % cuda.is_available()) +# logging.info("CUDA Device Capability: %s" % (cuda.get_device_capability(),)) + +# # Install Pre-compiled CUDA extensions (Fallback to this solution on 12/31/24) +# # Ref: https://huggingface.co/spaces/zero-gpu-explorers/README/discussions/110 +# ##ext_dir = os.path.join(os.path.dirname(__file__), "wheels") +# ##for e in os.listdir(ext_dir): +# ## logging.info("Installing Extensions from %s" % e) +# ## subprocess.call( +# ## ["pip", "install", os.path.join(ext_dir, e)], stderr=subprocess.STDOUT +# ## ) +# # Compile CUDA extensions +# # Update on 12/31/24: No module named 'torch'. But it is installed and listed by `pip list` +# # ext_dir = os.path.join(os.path.dirname(__file__), "citydreamer", "extensions") +# # for e in os.listdir(ext_dir): +# # if os.path.isdir(os.path.join(ext_dir, e)): +# # subprocess.call(["pip", "install", "."], cwd=os.path.join(ext_dir, e)) + +# #logging.info("Installed Python Packages: %s" % _get_output(["pip", "list"])) diff --git a/modules/version_info.py b/modules/version_info.py index ba45e34b7be8a89ed824f4d227eb94c395042a4b..cda3e8dfb8b08cbaa30a2cd9f32b9a45238d9bd3 100644 --- a/modules/version_info.py +++ b/modules/version_info.py @@ -96,7 +96,7 @@ def versions_html(): ''' v_html = f""" - version: " else commit}" target="_blank">{"huggingface" if commit == "" else commit} + version: " else commit}" target="_blank">{"huggingface" if commit == "" else commit}  •  python: {python_version}  •  @@ -106,7 +106,7 @@ def versions_html():  •  transformers: {get_transformers_version()}  •  - xformers: {get_xformers_version()} + safetensors: {get_safetensors_version()}  •  gradio: {gr.__version__}  •  diff --git a/pre-requirements.txt b/pre-requirements.txt new file mode 100644 index 0000000000000000000000000000000000000000..205fc208327f5bfefeebfe3fa615b6e0d94075e3 --- /dev/null +++ b/pre-requirements.txt @@ -0,0 +1,5 @@ +pip>=25.0.1 +#torch==2.4.0 --extra-index-url https://download.pytorch.org/whl/cu124 +#torch-2.4.0%2Bcu124-cp310-cp310-linux_x86_64.whl#sha256=2cb28155635e3d3d0be198e3f3e7457a1d7b99e8c2eedc73fe22fab574d11a4c +#torchvision==0.19.0 --extra-index-url https://download.pytorch.org/whl/cu124 +#/torchvision-0.19.0%2Bcu124-cp310-cp310-linux_x86_64.whl#sha256=82cf10450537aeb9584ceaf53633f177bb809d563c5d64526f4b9be7668b2769 \ No newline at end of file diff --git a/requirements.txt b/requirements.txt index 7762ba7ac24bcb77658178062f4a6cea15fb64b0..4a0fd5c3eac467f39935f636397f2b2393405031 100644 --- a/requirements.txt +++ b/requirements.txt @@ -6,6 +6,7 @@ sentencepiece git+https://github.com/huggingface/peft.git Pillow>=11.0.0 numpy +tiktoken pycairo cairocffi pangocffi