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1. tinyvision/DAMO-YOLO tinyvision/DAMO-YOLO Public

   DAMO-YOLO: a fast and accurate object detection method with some new techs, including NAS backbones, efficient RepGFPN, ZeroHead, AlignedOTA, and distillation enhancement.

   Python 3.8k 479

2. YOLOv5-Multibackbone-Compression YOLOv5-Multibackbone-Compression Public

   YOLOv5 Series Multi-backbone(TPH-YOLOv5, Ghostnet, ShuffleNetv2, Mobilenetv3Small, EfficientNetLite, PP-LCNet, SwinTransformer YOLO), Module(CBAM, DCN), Pruning (EagleEye, Network Slimming), Quanti…

   Python 996 201

3. FreeKD FreeKD Public

   [CVPR'24] Official implementation of paper "FreeKD: Knowledge Distillation via Semantic Frequency Prompt".

   Python 31 5

4. AvatarKD AvatarKD Public

   [MM'22] Official implementation of paper "Avatar Knowledge Distillation: Self-ensemble Teacher Paradigm with Uncertainty".

   Python 12 3

5. foundation-multimodal-models/ConBench foundation-multimodal-models/ConBench Public

   [NeurIPS'24] Official implementation of paper "Unveiling the Tapestry of Consistency in Large Vision-Language Models".

   Python 33 2

6. SparseVLMs SparseVLMs Public

   Official implementation of paper "SparseVLM: Visual Token Sparsification for Efficient Vision-Language Model Inference" proposed by Peking University and UC Berkeley.

   Python 65 3