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MMFEWSHOT
OpenMMLab few-shot classification and detection toolbox
Apache-2.0
ABOUT
Few-shot classification and detection usually live in separate research repos with incompatible episode samplers and metrics. MMFewShot puts those tasks on OpenMMLab configs so teams train models that generalize from a handful of labeled examples without rewriting the training loop.
INSTALL
pip install mmfewshotINTEGRATION GUIDE
1. Train few-shot image classifiers with episode sampling on miniImageNet
2. Fine-tune few-shot detectors when a class has only a few boxes
3. Benchmark meta-learning methods under a shared OpenMMLab protocol
4. Adapt pretrained few-shot models to a new domain with limited labels
TAGS
pythoncomputer-visionfew-shotpytorchopenmmlabclassificationdetection