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deeplab_v3_plus

This is an ongoing re-implementation of DeepLab_v3_plus on pytorch which is trained on VOC2012 and use ResNet101 for backbone.

fastervit

Official PyTorch implementation of FasterViT: Fast Vision Transformers with Hierarchical Attention

ffmpeg-test

Test results by testing the ffmpeg parameter

grad-cam-pytorch

harriscorner

a Python 2 Harris Corner Detector

imageprocess

There are now two functions: 1. Extracting the sequence of images from the 4D data; 2. Calculating the psnr of all the types of pictures in both directories.

mask-propagation

[CVPR 2021] MiVOS - Mask Propagation module. Reproduced STM (and better) with training code :star2:. Semi-supervised video object segmentation evaluation.

mask2former

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

medicaldetectiontoolkit

The Medical Detection Toolkit contains 2D + 3D implementations of prevalent object detectors such as Mask R-CNN, Retina Net, Retina U-Net, as well as a training and inference framework focused on dealing with medical images.

mitoem2021-challenge

Accepted by ISBI 2022 (Oral)

mixvpr

MixVPR: Feature Mixing for Visual Place Recognition (WACV 2023)

mmdetection

OpenMMLab Detection Toolbox and Benchmark

nvcodec

I use NVENC and NVDEC to deal with 16bit medical image

p2t

Pyramid Pooling Transformer for Scene Understanding [TPAMI22]

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-grad-cam

PyTorch implementation of Grad-CAM

rde-vos-cvpr2022

Accepted by CVPR 2022

retinal-vessel-segmentation-isbi2022

Accepted by ISBI 2022

stcn

Rethinking Space-Time Networks with Improved Memory Coverage for Efficient Video Object Segmentation

swin-transformer

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

swin-transformer-v2

PyTorch reimplementation of the paper "Swin Transformer V2: Scaling Up Capacity and Resolution" [CVPR 2022].

test-time-augmentation