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import cv2 | |
import mediapipe as mp | |
import numpy as np | |
import gradio as gr | |
# --- MediaPipe setup --- | |
mp_hands = mp.solutions.hands | |
hands = mp_hands.Hands(min_detection_confidence=0.7) | |
mp_draw = mp.solutions.drawing_utils | |
# --- Global canvas --- | |
canvas = None | |
def paint(frame: np.ndarray) -> np.ndarray: | |
global canvas | |
h, w, _ = frame.shape | |
if canvas is None: | |
canvas = np.zeros((h, w, 3), dtype=np.uint8) | |
# Convert to RGB for MediaPipe | |
rgb = cv2.cvtColor(frame, cv2.COLOR_BGR2RGB) | |
results = hands.process(rgb) | |
if results.multi_hand_landmarks: | |
lm = results.multi_hand_landmarks[0].landmark[mp_hands.HandLandmark.INDEX_FINGER_TIP] | |
x, y = int(lm.x * w), int(lm.y * h) | |
cv2.circle(canvas, (x, y), 8, (0, 0, 255), -1) | |
# Blend live frame and canvas | |
return cv2.addWeighted(frame, 0.5, canvas, 0.5, 0) | |
def clear_canvas(): | |
global canvas | |
canvas = None | |
with gr.Blocks() as demo: | |
gr.Markdown("## ποΈ Virtual Painter\nMove your index finger in front of the camera to draw!") | |
webcam = gr.Image(label="Input", sources="webcam", type="numpy") | |
output = gr.Image(type="numpy") | |
clear_btn = gr.Button("Clear Canvas") | |
# Stream webcam β paint() β output | |
webcam.stream(fn=paint, inputs=webcam, outputs=output) | |
clear_btn.click(fn=clear_canvas, inputs=None, outputs=None) | |
demo.launch() | |