OwLite Examples repository offers illustrative example codes to help users seamlessly compress PyTorch deep learning models and transform them into TensorRT engines. This is achieved through the OwLite package, which requires only slight modification to current codebases. Most of the examples are based on other public repositories to show how easy it is to apply OwLite compression on the existing codes. You can also check the powerful results of OwLite compression, as demonstrated by numerous examples.
git clone https://github.com/SqueezeBits/owlite-examples.git
git submodule init
git submodule update --recursive
pip install -r requirements.txt
- Image classification
- Object detection
- Image segmentation
- Text classification
- Re-identification
- Face landmark
- Pose estimation
- Text-to-image
- Text recognition
List of available tasks will be continuously updated.
Please contact owlite-admin@squeezebits.com for any questions or suggestions.
