xavysp/TEED

[TMLR 26] EdgeCrafter: Compact ViTs for Edge Dense Prediction via Task-Specialized Distillation

Code for ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks

Use DINOv3’s powerful, self-supervised visual features + YOLOv12’s blazing-fast detection, all in one repo. Whether you have only a few hundred labeled images or a medium-sized dataset, DINOV3-YOLOV12 helps you get better detection accuracy — without sacrificing speed. Great for niche domains, small-data projects, or quick prototyping.

GTR: Gated Token Recurrence for Efficient Dense Prediction

(IJCV2024 & ICCV2023) LSKNet: A Foundation Lightweight Backbone for Remote Sensing

[PG 2023] WaveNet: Wave-Aware Image Enhancement

The code for our newly accepted paper in Pattern Recognition 2020: "U^2-Net: Going Deeper with Nested U-Structure for Salient Object Detection."

[AAAI 2025] Official PyTorch implementation of "TinySAM: Pushing the Envelope for Efficient Segment Anything Model"

End-to-End Object Detection with Transformers