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OpenMMLab FewShot Learning Toolbox and Benchmark

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## Modification 1. Resume the best accuracy from the checkpoint in eval hook. #30 2. Make eval hook run before checkpoint saver hook by changing the priority to 45.

The **whole** imagenet dataset must be downloaded from [here](https://github.com/open-mmlab/mmfewshot/blob/main/tools/data/classification/mini-imagenet/README.md) if one want to use mini_imagenet. But the mini_imagenet datasets popular in FSL community are often divided in advance, e.g. [Optimization...

enhancement
good first issue

How do you convert the algorithm to onnx for model deployment?(eg. FSCE)

Traceback (most recent call last): File ".\tools\detection\train.py", line 236, in main() File ".\tools\detection\train.py", line 232, in main meta=meta) File "H:\anaconda3\envs\mmfew\lib\site-packages\mmfewshot-0.1.0-py3.7.egg\mmfewshot\detection\apis\train.py", line 48, in train_detector data_loaders = [build_dataloader(ds, **train_loader_cfg) for ds...

## Motivation fix minor typo ## Modification text edit ## BC-breaking (Optional) none ## Use cases (Optional) none ## Checklist 1. Pre-commit or other linting tools are used to fix...

![截图20240119185025](https://github.com/open-mmlab/mmfewshot/assets/58773738/e3ad6eea-b632-4416-8101-9cfdbcf5e713)

when i install the mmfewshot following the installing.md ,some errors occurred. it seems to be due to incompatibility between the versions of mmdet and mmcv. when i tried to install...

![79dad62c368cfb2c362516d72193039b](https://github.com/open-mmlab/mmfewshot/assets/131271448/14196713-a49e-479a-99af-085aadae3da5) ![61d0de675d424d255886353c0edd270c](https://github.com/open-mmlab/mmfewshot/assets/131271448/884c1cea-298f-46bf-aea0-effc1450ddd2) ![38b01f6e0cb88ea069eb1047ff238979](https://github.com/open-mmlab/mmfewshot/assets/131271448/0801e730-c418-4f03-afd5-13ac5dc741c6) Why did I still not register successfully after following the three steps to register NECKs in the document?

I encountered an issue while re-implementing Metarcnn. When finetuning for all classes, I observed a difference of up to 6% in the AP50 values for novel classes. Initially, I utilized...

Running the demo does not work with latest mmdetection. Here is the proposed dem ``` python demo/demo_attention_rpn_detector_inference.py \ demo/demo_detection_images/query_images/demo_query.jpg \ configs/detection/attention_rpn/coco/attention-rpn_r50_c4_4xb2_coco_base-training.py \ https://download.openmmlab.com/mmfewshot/detection/attention_rpn/coco/attention-rpn_r50_c4_4xb2_coco_base-training_20211102_003348-da28cdfd.pth \ --support-images-dir demo/demo_detection_images/support_images ``` The error is:...