Gumpest/FreeKD

Stars
21
Rank 1,077,981 (Top 22 %)
Language
Python
License
Apache License 2.0
Created 6 months ago
Updated 5 months ago

Gumpest/FreeKD

Gumpest

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

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.

AvatarKD

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

ICCV2021_Visdrone_detection

ICCV2021 Workshop Visdrone Detection Competition

YOLOv3-Compression_Pro

Prune, Quantization and Slight Model

SNN-ToolChain

SNNToolChain Update & Conclusion

SparseVLM