NaChuaN666

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.

Grounded-Segment-Anything

Grounded SAM: Marrying Grounding DINO with Segment Anything & Stable Diffusion & Recognize Anything - Automatically Detect , Segment and Generate Anything

sam-hq

Segment Anything in High Quality [NeurIPS 2023]

recognize-anything

Open-source and strong foundation image recognition models.

SSL4MIS

Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.

semantic-segmentation

SOTA Semantic Segmentation Models in PyTorch

irn

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

TorchSemiSeg

[CVPR 2021] CPS: Semi-Supervised Semantic Segmentation with Cross Pseudo Supervision

psa

Learning Pixel-level Semantic Affinity with Image-level Supervision for Weakly Supervised Semantic Segmentation, CVPR 2018

img_classification_pk_pytorch

Quickly comparing your image classification models with the state-of-the-art models (such as DenseNet, ResNet, ...)

pavement-crack-detection

PixelSSL

A PyTorch-based Semi-Supervised Learning (SSL) Codebase for Pixel-wise (Pixel) Vision Tasks [ECCV 2020]

ST-PlusPlus

[CVPR 2022] ST++: Make Self-training Work Better for Semi-supervised Semantic Segmentation

SegVit

Official Pytorch Implementation of SegViT: Semantic Segmentation with Plain Vision Transformers

PS-MT

[CVPR'22] Perturbed and Strict Mean Teachers for Semi-supervised Semantic Segmentation

Context-Aware-Consistency

Semi-supervised Semantic Segmentation with Directional Context-aware Consistency (CVPR 2021)

Awesome-Semi-Supervised-Semantic-Segmentation

A summary of recent semi-supervised semantic segmentation methods

AugSeg

[CVPR'23] Augmentation Matters: A Simple-yet-Effective Approach to Semi-supervised Semantic Segmentation

BECO

Weakly-Supervised-Learning, Semantic Segmentation, CVPR 2023

PMM

Pseudo-mask Matters in Weakly-supervised Semantic Segmentation

HrSegNet4CrackSegmentation

Real-time High-Resolution Neural Network with Semantic Guidance for Crack Segmentation

OC-CSE

Unlocking the Potential of Ordinary Classifier: Class-specific Adversarial Erasing Framework for Weakly Supervised Semantic Segmentation, ICCV 2021

SAM-OCTA

AEFT

Adversarial Erasing Framework via Triplet with Gated Pyramid Pooling Layer for Weakly Supervised Semantic Segmentation, ECCV2022

CT-crackseg

Official code for ICIP 2023 paper "A Convolutional-Transformer Network for Crack Segmentation with Boundary Awareness"

ACR

Official repository for CVPR 2023 paper: WSSS via Adversarial Learning of Classifier and Reconstructor

WeaklySupervisedCrackSeg

S2C

UP-CrackNet

released code for "UP-CrackNet: Unsupervised Pixel-Wise Road Crack Detection via Adversarial Image Restoration"

HACNet

Implementation of "An Effective Hybrid Atrous Convolutional Network for Pixel-Level Crack Detection" in keras. https://ieeexplore.ieee.org/document/9410578