/deeplab-ncnn-demo

Primary LanguageC++

deeplab-ncnn-demo

  1. onnx2ncnn:
    bin/onnx2ncnn model_param/deeplab_torch_quantized.onnx model_param/deeplab_torch_quantized.param model_param/deeplab_torch_quantized.bin

  2. cmake files：
    cd cmake cmake CMakeLists.txt
    make

  3. inference：
    bin/deeplab image/bus.jpg

  4. inference file：
    src/deeplab.cpp

  5. quantize tools：
    ppq/deeplab2ncnn.py (onnx quantize) ppq/deeplabtest.py (torch model quantize)
    ncnnint8 (platform)

  6. model_param:
    pretrained_weight.onnx
    pretrained_weight.param
    pretrained_weight.bin