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PADDLECLAS
Visual classification and recognition toolkit on PaddlePaddle
Apache-2.0
ABOUT
Image classification, retrieval, and product recognition often need separate training stacks. PaddleClas unifies backbones, distillation, and lightweight PULC models on PaddlePaddle so teams train and deploy visual recognition without extra repos.
INSTALL
pip install paddleclasINTEGRATION GUIDE
1. Train ResNet, ViT, or Swin classifiers on custom image datasets
2. Build product recognition and image retrieval pipelines
3. Distill large backbones into lightweight PULC classifiers
4. Deploy attribute recognition models for people or vehicles
TAGS
pythoncomputer-visionclassificationrecognitionpaddlepaddleretrieval