Gumpest

YOLOv5-Multibackbone-Compression

YOLOv5 Series Multi-backbone(TPH-YOLOv5, Ghostnet, ShuffleNetv2, Mobilenetv3Small, EfficientNetLite, PP-LCNet, SwinTransformer YOLO), Module(CBAM, DCN), Pruning (EagleEye, Network Slimming), Quantization (MQBench) and Deployment (TensorRT, ncnn) Compression Tool Box.

DVS-gestureRecognition

Official implementation of paper "Razor SNN: Efficient Spiking Neural Network with Temporal Embeddings", ICANN 2023.

FreeKD

Official implementation of paper "FreeKD: Knowledge Distillation via Semantic Frequency Prompt", CVPR 2024.

AvatarKD

Official implementation of paper "Avatar Knowledge Distillation: Self-ensemble Teacher Paradigm with Uncertainty", ACM MM 2023.

MasKD

Official implementation of paper "Masked Distillation with Receptive Tokens", ICLR 2023.

DAMO-YOLO

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

Gumpest

Gumpest.github.io

lmms-eval

Accelerating the development of large multimodal models (LMMs) with lmms-eval

SparseVLM

SparseVLM