flask_video_object_detection

Requirements

• windows
• python >= 3.6.0
• opencv-python >= 4.2.X
• flask >= 1.0.0

Demo

• Inference with v3-fastest

  python main.py --model v3_fastest --det True

• Inference with v4-tiny

  python main.py --model v4_tiny --det True

• Inference with v5-dnn

  python main.py --model v5_dnn --det True

• Inference with NanoDet

  python main.py --model vx_ort --det True

Reference

• https://blog.csdn.net/weixin_43868376/article/details/96872615
• https://github.com/ppogg/YOLO-Streaming
• https://github.com/WZMIAOMIAO/deep-learning-for-image-processing/tree/master/deploying_service/deploying_pytorch/pytorch_flask_service