| import gradio as gr | |
| import cv2 | |
| import numpy as np | |
| from PIL import Image | |
| from transparent_background import Remover | |
| remover = Remover(mode='fast') | |
| def doo(video): | |
| cap = cv2.VideoCapture(video) | |
| fps = cap.get(cv2.CAP_PROP_FPS) | |
| writer = None | |
| while cap.isOpened(): | |
| ret, frame = cap.read() | |
| if ret is False: | |
| break | |
| frame = cv2.cvtColor(frame, cv2.COLOR_BGR2RGB) | |
| img = Image.fromarray(frame).convert('RGB') | |
| if writer is None: | |
| writer = cv2.VideoWriter('output.mp4', cv2.VideoWriter_fourcc(*'mp4v'), fps, img.size) | |
| out = remover.process(img, type='green') | |
| writer.write(cv2.cvtColor(np.array(out), cv2.COLOR_BGR2RGB)) | |
| cap.release() | |
| writer.release() | |
| return 'output.mp4' | |
| def display_video(output_video): | |
| return output_video | |
| iface = gr.Interface(fn=doo, inputs="video", outputs="video") | |
| iface.launch() | |