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vignywang's Projects

idc icon idc

Exploring Intrinsic Discrimination and Consistency for Weakly Supervised Object Localization

lfd-a-light-and-fast-detector icon lfd-a-light-and-fast-detector

LFD is a big update upon LFFD. Generally, LFD is a multi-class object detector characterized by lightweight, low inference latency and superior precision. It is for real-world appilcations.

loftr icon loftr

Code for "LoFTR: Detector-Free Local Feature Matching with Transformers", CVPR 2021

mask2former icon mask2former

Code release for "Masked-attention Mask Transformer for Universal Image Segmentation"

posfeat icon posfeat

[CVPR2022] Decoupling Makes Weakly Supervised Local Feature Better

representationlearning icon representationlearning

Representation Learning and Representation Fusion for computer vision, semantic scene understanding, and robotics.

samfeat icon samfeat

The official implementation of “Segment Anything Model is a Good Teacher for Local Feature Learning”.

segment-anything icon segment-anything

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

sgmnet icon sgmnet

Implementation of "Learning to Match Features with Seeded Graph Matching Network" ICCV2021

superpoint icon superpoint

Efficient neural feature detector and descriptor

tmt icon tmt

The official implementation of “Token Masking Transformer for Weakly Supervised Object Localization”

torch-cam icon torch-cam

Class activation maps for your PyTorch models (CAM, Grad-CAM, Grad-CAM++, Smooth Grad-CAM++, Score-CAM, SS-CAM, IS-CAM, XGrad-CAM, Layer-CAM)

trfeat icon trfeat

Triple Robustness Augmentation Local Features for Multi-source Image Registration

ts-cam icon ts-cam

Codes for TS-CAM: Token Semantic Coupled Attention Map for Weakly Supervised Object Localization.

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