Image dataset format benchmark
Project description
This package runs different image format benchmarks for dataset ML tasks
Installation
Make sure you have some system deps installed:
sudo apt install pkg-config libhdf5-devpython3.11 -m venv venv --upgrade-deps
source venv/bin/activate
python -m pip install -U -r requirements_dev.txt
# For running on Nvidia GPU:
python -m pip install -U torch torchvision
# For running on CPU:
python -m pip install -U torch torchvision torchaudio --extra-index-url https://download.pytorch.org/whl/cpu
# For some reason h5py fails to install Cython while it needs it
python -m pip install -U Cython
python setup.py developRunning dataset format benchmark
python -m dataset_format_benchmark --data-root /path/to/datasets/
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