README.md

Semantic Segmentation (MODNet: Trimap-Free Portrait Matting in Real Time)

How to Run

1. download onnx

   mkdir -p onnx
   wget -O onnx/MODNet.onnx https://huggingface.co/onnx-community/modnet-webnn/resolve/main/onnx/model.onnx
   

2. generate tensorrt model

   python onnx2trt.py
   

• [TRT_E] 100 iterations time: 0.9260 [sec]

• [TRT_E] Average FPS: 108.00 [fps]

• [TRT_E] Average inference time: 9.26 [msec]

• MODNet: Real-Time Trimap-Free Portrait Matting via Objective Decomposition

• MODNet official GitHub