YilmazKadir / Segmentation_LossesLinks
Loss Functions in the Era of Semantic Segmentation: A Survey and Outlook
☆74Updated 2 years ago
Alternatives and similar repositories for Segmentation_Losses
Users that are interested in Segmentation_Losses are comparing it to the libraries listed below
Sorting:
- [TPAMI 2025] UniMatch V2: Pushing the Limit of Semi-Supervised Semantic Segmentation☆199Updated last year
- [CVPR 2024] Code for "Improving the Generalization of Segmentation Foundation Model under Distribution Shift via Weakly Supervised Adapta…☆177Updated last year
- Official Pytorch Implementation of SegViT: Semantic Segmentation with Plain Vision Transformers☆259Updated 2 years ago
- [CVPR 2024] PEM: Prototype-based Efficient MaskFormer for Image Segmentation☆130Updated 10 months ago
- Testing adaptation of the DINOv2/3 encoders for vision tasks with Low-Rank Adaptation (LoRA)☆426Updated 3 months ago
- [CVPR 2024 Workshops] SERNet-Former: Semantic Segmentation by Efficient Residual Network with Attention-Boosting Gates and Attention-Fusi…☆71Updated last year
- ☆33Updated 11 months ago
- PA-SAM: Prompt Adapter SAM for High-quality Image Segmentation☆97Updated last year
- [NeurIPS & MICCAI 2023] Optimization with JDTLoss and Evaluation with Fine-grained Metrics for Semantic Segmentation☆57Updated last year
- ☆173Updated 2 years ago
- ☆45Updated last year
- Segment Your Ring (SYR) - Segment Anything model adapted with LoRA to segment rings.☆136Updated last year
- [CVPR 2025] SegMAN: Omni-scale Context Modeling with State Space Models and Local Attention for Semantic Segmentation☆222Updated 3 months ago
- [CVPR 2024] Official implement of <Stronger, Fewer, & Superior: Harnessing Vision Foundation Models for Domain Generalized Semantic Segme…☆396Updated 6 months ago
- CVPR 2024: AllSpark: Reborn Labeled Features from Unlabeled in Transformer for Semi-Supervised Semantic Segmentation☆82Updated 7 months ago
- [CVPR 2023] Official implementation of the paper: MP-Former: Mask-Piloted Transformer for Image Segmentation☆137Updated 2 years ago
- Official code for [NeurIPS 2024] QuadMamba: Learning Quadtree-based Selective Scan for Visual State Space Model☆46Updated 6 months ago
- Official Pytorch implementations for "MetaSeg: MetaFormer-based Global Contexts-aware Network for Efficient Semantic Segmentation" (WACV …☆40Updated last year
- A summary of recent semi-supervised semantic segmentation methods☆271Updated 3 months ago
- Official implementation of the CVPR 2024 paper ViT-CoMer: Vision Transformer with Convolutional Multi-scale Feature Interaction for Dense…☆338Updated last year
- 🛰️ Learning to Aggregate Multi-Scale Context for Instance Segmentation in Remote Sensing Images (TNNLS 2024)☆88Updated last year
- Semantic segmentation is an important job in computer vision, and its applications have grown in popularity over the last decade.We group…☆44Updated 2 weeks ago
- 将Mask2Former的backbone替换成DINOv2训练好的ViT模型☆32Updated 2 years ago
- SegDINO: An Efficient Design for Medical and Natural Image Segmentation with DINO-V3☆229Updated last month
- Low-rank adaptation of large language models (LoRA) for Segment Anything 2.☆18Updated last year
- [Remote Sensing] AerialFormer: Multi-resolution Transformer for Aerial Image Segmentation☆69Updated last year
- UV-SAM☆91Updated last year
- ☆83Updated 2 years ago
- [TGRS2025, ISPRS2025, TGRS2026] semantic segmentation of remote sensing images☆157Updated 3 weeks ago
- [CVPR 2024] Official implementation of "VRP-SAM: SAM with Visual Reference Prompt"☆175Updated last year