semantic-segmentation

:art: Semantic segmentation models, datasets and losses implemented in PyTorch.

PyTorch Implementation of Fully Convolutional Networks. (Training code to reproduce the original result is available.)

PyTorch for Semantic Segmentation

Neural Network Compression Framework for enhanced OpenVINO™ inference

EfficientFormerV2 [ICCV 2023] & EfficientFormer [NeurIPs 2022]

Official PyTorch implementation of GroupViT: Semantic Segmentation Emerges from Text Supervision, CVPR 2022.

Papers for CNN, object detection, keypoint detection, semantic segmentation, medical image processing, SLAM, etc.

[CVPR'22 Best Paper Finalist] Official PyTorch implementation of the method presented in "Learning Multi-View Aggregation In the Wild for Large-Scale 3D Semantic Segmentation"

HugsVision is a easy to use huggingface wrapper for state-of-the-art computer vision

Volume Transformer: Revisiting Vanilla Transformers for 3D Scene Understanding (ECCV 2026)

autoupdate paper list

HiFormer: Hierarchical Multi-scale Representations Using Transformers for Medical Image Segmentation (WACV 2023)

This the repo for the paper tiltled "AgileFormer: Spatially Agile Transformer UNet for Medical Image Segmentation"

Code for the paper Open-Vocabulary Attention Maps with Token Optimization for Semantic Segmentation in Diffusion Models @ CVPR 2024

[ICCV'23 Oral] Unmasking Anomalies in Road-Scene Segmentation

Code repository for the work "Multi-Domain Incremental Learning for Semantic Segmentation", accepted at WACV 2022

Human parsing model for fashion and virtual try-on applications

Semantic Segmentation : Multiclass fine tuning of DeepLabV3 with PyTorch

[CVPR '23] Unite and Conquer: Plug & Play Multi-Modal Synthesis using Diffusion Models

[CVPR 2025] This is the official implementation of Keep the Balance: A Parameter-Efficient Symmetrical Framework for RGB+X Semantic Segmentation