Loss Functions in the Era of Semantic Segmentation: A Survey and Outlook
☆89Dec 12, 2023Updated 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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Explore the evolving world of PyQt6 through 'PyQt6-DataWizard,' a step-by-step guide featuring progressive examples from basic data handl…☆26Aug 28, 2026Updated last month
- Code for Sat2Cap model (Earthvision Best Paper Award)☆18May 27, 2026Updated 4 months ago
- CGGLNet: Semantic Segmentation Network for Remote Sensing Images Based on Category-Guided Global-Local Feature Interaction☆22Sep 2, 2025Updated last year
- UGRoadUpd: An unchanged-guided road updating framework based on remotely sensed imagery☆12Mar 15, 2023Updated 3 years ago
- Offical code for "E2ENet: Dynamic Sparse Feature Fusion for Accurate and Efficient 3D Medical Image Segmentation"☆28Dec 12, 2023Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- An Airflow-based pipeline that fetches data from a free API, cleans and transforms it, and saves it to a database—ready for downstream ma…☆15Aug 25, 2026Updated last month
- Multimodal Brain Tumor Segmentation Using Contrastive Learning based Feature Comparison with Monomodal Normal Brain Images☆23Sep 20, 2022Updated 4 years ago
- Source code for selective scaling in the paper of << On Calibrating Semantic Segmentation Models - Analyses and An Algorithm>> (CVPR 2023…☆15Jun 22, 2023Updated 3 years ago
- ☆31May 14, 2026Updated 4 months ago
- Semantic segmentation from aerial imagery (baseline of the FLAIR #1 challenge)☆81Jul 30, 2026Updated 2 months ago
- [AAAI24] Learning Invariant Inter-pixel Correlations for Superpixel Generation☆14Mar 27, 2024Updated 2 years ago
- The official implementation of ICCV 25 OP-SAM "One Polyp Identifies All: One-Shot Polyp Segmentation with SAM via Cascaded Priors and Ite…☆15Jul 9, 2025Updated last year
- [ISBI 2024] Leveraging Unlabeled Data for 3D Medical Image Segmentation through Self-Supervised Contrastive Learning☆25Nov 23, 2023Updated 2 years ago
- ☆12May 22, 2022Updated 4 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Official implementation of the paper "BoNuS: Boundary Mining for Nuclei Segmentation with Partial Point Labels"☆19Feb 1, 2024Updated 2 years ago
- Official implementation of "A simple, efficient and scalable contrastive masked autoencoder for learning visual representations".☆38Apr 3, 2023Updated 3 years ago
- ☆16Sep 14, 2025Updated last year
- Official PyTorch implementation of SChanger☆17Sep 15, 2026Updated 3 weeks ago
- ☆44Aug 21, 2026Updated last month
- This Repository is implementation of majority of Semantic Segmentation Loss Functions☆582Jan 4, 2023Updated 3 years ago
- Official Repository for BEVANet: Bilateral Efficient Visual Attention Network for Real-time Semantic Segmentation (ICIP 2025 Spotlight Or…☆25Oct 11, 2025Updated 11 months ago
- A lightweight CD method☆23May 17, 2025Updated last year
- Code for Boundary Difference Over Union Loss For Medical Image Segmentation☆65Jul 15, 2023Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- [MIDL 2023] MS-Former: Multi-Scale Self-Guided Transformer for Medical Image Segmentation☆16Jul 10, 2023Updated 3 years ago
- ☆18Jul 9, 2024Updated 2 years ago
- Not All Pixels Are Equal: Learning Hardness Probability for Semantic Segmentation.☆37Oct 14, 2023Updated 2 years ago
- AdvDiffuser: Natural Adversarial Example Synthesis with Diffusion Models (ICCV 2023)☆19Jul 22, 2023Updated 3 years ago
- This repository contains the official implementation of the paper "LandSegmenter: Towards a Flexible Foundation Model for Land Use and La…☆46Jul 13, 2026Updated 2 months ago
- ☆16Apr 17, 2023Updated 3 years ago
- ☆33Jul 22, 2025Updated last year
- This repository contains two different methods to skip frames using OpenCV. It also provides speed comparison of two methods.☆10Dec 16, 2019Updated 6 years ago
- Official implementation of the NeurIPS 2019 paper Domes to Drones: Self-Supervised Active Triangulation for 3D Human Pose Reconstruction☆12Sep 23, 2022Updated 4 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- DINOv2 meets geosciences: smart segmentation for messy CT scans☆21Sep 24, 2025Updated last year
- uncertainty-guided matting on ICML2023☆12Aug 3, 2023Updated 3 years ago
- ☆14May 17, 2024Updated 2 years ago
- Spatial-Angular Attention Network for Light Field Reconstruction☆12Oct 20, 2021Updated 4 years ago
- [CVPR'23] Instance-specific and Model-adaptive Supervision for Semi-supervised Semantic Segmentation☆42Nov 16, 2023Updated 2 years ago
- Codebase for the paper Aerial Diffusion: Text Guided Ground-to-Aerial View Translation from a Single Image using Diffusion Models☆13Oct 3, 2023Updated 3 years ago
- ISLES 2015 (ISCHEMIC STROKE LESION SEGMENTATION)☆14Jan 4, 2026Updated 9 months ago