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a-survey-of-semantic-segmentation

bes

This is the implementation of BES (Weakly supervised Semantic Segmentation with Boundary Exploration), that is published in ECCV 2020.

cellassess

the coursework to find contours of cells and its nucleuses

cocoapi

COCO API - Dataset @ http://cocodataset.org/

deeplab-pytorch

PyTorch implementation of DeepLab v2 on COCO-Stuff / PASCAL VOC

deeplabv3plus-pytorch

Here is a pytorch implementation of deeplabv3+ supporting ResNet(79.155%) and Xception(79.945%). Multi-scale & flip test and COCO dataset interface has been finished.

deeplabv3plus-pytorch-1

Pretrained DeepLabv3 and DeepLabv3+ for Pascal VOC & Cityscapes

detectron2

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

faster-rcnn.pytorch

A faster pytorch implementation of faster r-cnn

fcanet

fpr

FPR: False Positive Rectification for Weakly Supervised Semantic Segmentation (ICCV 2023)

fvcore

Collection of common code that's shared among different research projects in FAIR computer vision team.

huxpro.github.io

My Blog / Jekyll Themes / PWA

irn

Weakly Supervised Learning of Instance Segmentation with Inter-pixel Relations, CVPR 2019 (Oral)

itis

kmeans

it's just the course work of Parttern Recognition, made with python.

l2g

The PyTorch Code for our CVPR 2022 paper "L2G: A Simple Local-to-Global Knowledge Transfer Framework for Weakly Supervised Semantic Segmentation"

ld_reproduction

mask2former

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

maskformer

Per-Pixel Classification is Not All You Need for Semantic Segmentation (NeurIPS 2021, spotlight)

mmdetection

Open MMLab Detection Toolbox

mt-cly.github.io

new-pac

opencv-based-distance-estimation-with-binocular-fisheye-camera

Measure binocular distance with opencv

pytorch-generative-model-collections

Collection of generative models in Pytorch version.

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

repair_base_dcgan

repair img base on GAN

swin-transformer-semantic-segmentation

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

transformer

A TensorFlow Implementation of the Transformer: Attention Is All You Need

voc_semantic_evaluation

calculating the mIOU of each class with given labels and model's result