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CUDANet/examples/alexnet
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LordMathis e7ec6c91f8 Update alexnet preprocessing
2024-09-04 21:41:26 +02:00
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alexnet.cpp
Update alexnet preprocessing
2024-09-04 21:41:26 +02:00
alexnet.py
Update alexnet preprocessing
2024-09-04 21:41:26 +02:00
CMakeLists.txt
Rename alexnet main
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README.md
Add opencv to alexnet usage
2024-04-22 22:56:29 +02:00

README.md

AlexNet

AlexNet Inference on CUDANet

Usage

  1. Export pytorch AlexNet weight pretrained on ImageNet (requires pytorch and torchvision):
python alexnet.py

  1. Follow the instructions from repository root to build CUDANet library.

  2. Build AlexNet (requires OpenCV for image loading and normalization)

mkdir build
cd build
cmake -S ..
make
  1. Run AlexNet inference
alexnet ../alexnet_weights.bin ../image.jpg