Diffusers
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---
datasets:
- raresense/Img_to_technical_flat
base_model:
- black-forest-labs/FLUX.1-Fill-dev
library_name: diffusers
---
<!-- Provide a quick summary of what the model is/does. -->
This model aims to help fashion designers turn their fashion images into technical flat sketches.
### Model Description
<!-- Provide a longer summary of what this model is. -->
- **Developed by:** AI Team at Rare Sense Inc
- **Model type:** Inpainting
- **Finetuned from model :** Flux Fill Dev
### Model Sources
<!-- Provide the basic links for the model. -->
- **Repository:** [More Information Needed]
- **Paper [optional]:** [More Information Needed]
- **Demo [optional]:** [More Information Needed]
## Uses
- Turns fashion sketches into realistic images
## Bias, Risks, and Limitations
- Sometimes might produce inaccurate results
[More Information Needed]
## How to Get Started with the Model
Use the code below to get started with the model.
[More Information Needed]
## Training Details
### Training Data
<!-- This should link to a Dataset Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->
[More Information Needed]
### Training Procedure
<!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
#### Preprocessing [optional]
[More Information Needed]
#### Training Hyperparameters
- **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
#### Speeds, Sizes, Times [optional]
<!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
[More Information Needed]
## Evaluation
### Testing Data, Factors & Metrics
#### Testing Data
<!-- This should link to a Dataset Card if possible. -->
[More Information Needed]
#### Factors
<!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
[More Information Needed]
#### Metrics
<!-- These are the evaluation metrics being used, ideally with a description of why. -->
[More Information Needed]
### Results
![Results](https://media.discordapp.net/attachments/1260839576906235905/1348908686009045033/31.jpg?ex=67d12c9c&is=67cfdb1c&hm=a2dd8b5722098f8ccdd2ff050b38769bd7fbf146d26fdda0c181d390d5afd530&=&format=webp&width=1018&height=740)
![Results](https://media.discordapp.net/attachments/1260839576906235905/1348908686537658410/32.jpg?ex=67d12c9c&is=67cfdb1c&hm=31c521d4af33b76fbb848dcda374d8c2de6851442333023b8d72b68853c21f66&=&format=webp&width=1110&height=740)
![Results](https://media.discordapp.net/attachments/1260839576906235905/1348908686889713676/33.jpg?ex=67d12c9c&is=67cfdb1c&hm=59fd77c8e81ff313f0cabf85177a48c628b69d16f5f2d2036750771a601c170a&=&format=webp&width=1018&height=740)
#### Summary
## Model Examination [optional]
<!-- Relevant interpretability work for the model goes here -->
[More Information Needed]
## Environmental Impact
<!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->
Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
- **Hardware Type:** [More Information Needed]
- **Hours used:** [More Information Needed]
- **Cloud Provider:** [More Information Needed]
- **Compute Region:** [More Information Needed]
- **Carbon Emitted:** [More Information Needed]
## Technical Specifications [optional]
### Model Architecture and Objective
[More Information Needed]
### Compute Infrastructure
[More Information Needed]
#### Hardware
[More Information Needed]
#### Software
[More Information Needed]
## Citation [optional]
<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
**BibTeX:**
[More Information Needed]
**APA:**
[More Information Needed]
## Glossary [optional]
<!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
[More Information Needed]
## More Information [optional]
[More Information Needed]
## Model Card Authors [optional]
[More Information Needed]
## Model Card Contact
[More Information Needed]