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amodalcityscapes

autoaugment

Unofficial implementation of the ImageNet, CIFAR 10 and SVHN Augmentation Policies learned by AutoAugment using pillow

awesome-image-matting

A collection of AWESOME things about image matting.

awesome-weakly-supervised-semantic-segmentation

A comprehensive list of weakly supervised semantic segmentation (WSSS) works from 2014 to 2023.

ba-transformer

Boundary-aware Transformers for Skin Lesion Segmentation

bcdu-net

BCDU-Net : Medical Image Segmentation

cam

Class Activation Mapping

causal-unsupervised-segmentation

Official PyTorch Implementation code for realizing the technical part of Causal Unsupervised Semantic sEgmentation (CAUSE) to improve performance of unsupervised semantic segmentation. (Under Review)

cfpnet

Centralized Feature Pyramid for Object Detection

cg-net

Implementation for paper: Learning Calibrated-Guidance for Object Detection in Aerial Images

cleaners

official code for "Semantic Scene Completion with Cleaner Self"

cleanlab

The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels

cloth-segmentation

This repo contains code and a pre-trained model for clothes segmentation.

conta

Implementation for paper: Causal Intervention for Weakly-Supervised Semantic Segmentation

controlnet

Let us control diffusion models!

cto

ddpm-segmentation

Label-Efficient Semantic Segmentation with Diffusion Models (ICLR'2022)

denseclip

[CVPR 2022] DenseCLIP: Language-Guided Dense Prediction with Context-Aware Prompting

dongzhang89.github.io

Dong Zhang's Homepage!

efficient-attention

An implementation of the efficient attention module.

efficientvit

EfficientViT is a new family of vision models for efficient high-resolution vision.

enet-scannet

ENet for 2D semantic segmentation in ScanNet

fasterseg

[ICLR 2020] "FasterSeg: Searching for Faster Real-time Semantic Segmentation" by Wuyang Chen, Xinyu Gong, Xianming Liu, Qian Zhang, Yuan Li, Zhangyang Wang

flash-attention

Fast and memory-efficient exact attention

fpt

Implementation for paper: Feature Pyramid Transformer

gsnet

Official code of the paper "Enhanced Neck Feature Representation for Object Detection in Aerial Images"

hofam

Cross-scene Background Subtraction Network via 3D Optical Flow

hrnet-semantic-segmentation

This is an official implementation of semantic segmentation for our TPAMI paper "Deep High-Resolution Representation Learning for Visual Recognition". https://arxiv.org/abs/1908.07919

hsnet

Official PyTorch Implementation of Hypercorrelation Squeeze for Few-Shot Segmentation, ICCV 2021

image-augmentation