图像、视频处理demo

A full Face Analysis workshop in Python covers the following topic: - Create full web app from scratch using Gradio UI in Python - Processing Webcam input as Image and Video - Create Face Orientation on Face (Image/Video/Webcam) - Apply FaceDetect Algorithm - Apply FaceMesh (Image and Video) - Deploy full application to Hugging Face Space

https://github.com/prodramp/DeepWorks/tree/main/FaceProcessingWebcam

git clone https://github.com/prodramp/DeepWorks.git

cd DeepWorks/FaceProcessingWebcam/FaceAnalysisWebApp

conda create -n opencv_gradio python=3.8

conda activate opencv_gradio

pip install -r requirements.txt

建议所有环境配置问题直接问chatgpt比在网上找帖子排错高效。

然后继续在 PyCharm 中添加刚刚成功的Conda 环境opencv_gradio。

程序中不同版本gradio调用摄像头函数参数可能不同

如果安装的是gradio 4.39.0 原来程序的需要改为

webcam_image_in = gr.Image(label="Webcam Image Input")
webcam_video_in = gr.Video(label="Webcam Video Input")

requirements.txt 需要改为旧版mediapipe

mediapipe==0.10.10