YOLO116 min read
How to Train YOLO11 Instance Segmentation on a Custom Dataset
Aryan VasudevanAug 21, 2025Image Segmentation
Image segmentation labels every pixel that belongs to an object, giving exact shapes instead of boxes. These posts cover instance and semantic segmentation models, including SAM, and how to train them.
Topic: Image Segmentation
- All topics
- Tutorials712
- Explainers401
- Object Detection366
- Product Updates209
- Roboflow Workflows186
- Model Training185
- Vision Language Models146
- Manufacturing144
- Dataset Management122
- RF-DETR122
- Data Labeling105
- Roboflow Train105
- Model Deployment101
- Comparisons & Alternatives96
- Deep Learning85
- Roboflow Deploy79
- Edge AI79
- Image Segmentation78
- Case Studies77
- Video Analytics77
- Roboflow Inference75
- OCR71
- YOLO68
- Company News & Events68
- Roboflow Universe65
- Benchmarks65
- Roboflow Annotate63
- Defect Detection63
- Image Classification62
- AI Visual Inspection62
- Counting & Measurement56
- Preprocessing & Augmentation53
- Cloud & Data Platforms49
- Model Evaluation48
- Research47
- OpenAI GPT46
- Open-Source VLMs46
- Google Gemini45
- Pose & Keypoint Detection43
- Segment Anything (SAM)43
- Object Tracking42
- Embeddings & Visual Search40
- Zero-Shot & Open-Vocabulary Detection37
- Auto Label37
- Free & Open Source35
- Computer Vision34
- Cameras & Imaging33
- Sports33
- Enterprise32
- Machine Vision29
- Robotics28
- supervision28
- PLCs & Industrial Systems27
- Getting Started26
- Self-Hosting25
- Drone & Aerial Imagery23
- Healthcare & Medical Devices23
- Safety & Security23
- NVIDIA Jetson21
- Process Monitoring & OEE21
- ChatGPT, Claude & Coding Agents21
- Retail20
- Inventory & Asset Tracking20
- Weights & Export20
- YOLOv519
- Active Learning & Monitoring19
- Media & Entertainment19
- Partners19
- YOLOv818
- Vision AI18
- Pricing & Costs18
- Research & Science17
- Food, Beverage & Packaging16
- Workplace Safety & PPE16
- Label & Code Verification16
- Claude16
- Transportation & Rail15
- Infrastructure Inspection15
- Physical AI14
- Consumer Goods & CPG13
- Pilot to Production13
- Buyer's Guides13
- Depth Estimation12
- NVIDIA12
- Vision Agents11
- Agriculture11
- Automotive11
- Energy & Utilities10
- YOLO2610
- Qwen10
- Logistics9
- YOLO119
- Serverless Inference9
- Warehousing9
- Anomaly Detection9
- Action Recognition9
- On-Prem & Air-Gapped9
- Migration Guides9
- Security & Compliance9
- Raspberry Pi8
- Aryan VasudevanAug 21, 2025
Zero-Shot & Open-Vocabulary Detection5 min readHow to use YOLOE for Zero-Shot Object Detection & Segmentation
Aryan VasudevanAug 8, 2025
Segment Anything (SAM)9 min readAutomate Image Background Blurring Using SAM 2
Contributing WriterAug 4, 2025
Google Gemini7 min readUse Gemini 2.5 for Zero-Shot Object Detection & Segmentation
Aryan VasudevanJul 18, 2025
Counting & Measurement6 min readHow to Measure Object Size with Computer Vision
Contributing WriterMay 21, 2025
Roboflow Workflows5 min readTransforming Outfits with Roboflow Workflows and Generative AI
Samuel A.Jan 24, 2025
Segment Anything (SAM)8 min readHow to Fine-Tune SAM-2.1 on a Custom Dataset
James GallagherNov 13, 2024
Image Segmentation17 min readWhat Is Image Contouring?
Timothy MOct 30, 2024
Image Classification7 min readAWS Lookout for Vision Migration
James GallagherOct 18, 2024
Image Segmentation4 min readHow to Remove Background of an Image with Computer Vision
James SteinbergOct 14, 2024
Image Segmentation8 min readGenerating 3D Meshes with 2D Image Segmentations
Contributing WriterOct 8, 2024
YOLO117 min readHow to Train YOLOv11 Instance Segmentation on a Custom Dataset
Linas KondrackisOct 3, 2024
Image Segmentation5 min readHow to Identify Objects with Image Contouring
James GallagherSep 4, 2024
Image Segmentation3 min readHow to Draw Segmentation Masks with Python
James GallagherSep 3, 2024
Image Segmentation8 min readHow to Outline an Object with Computer Vision
Contributing WriterSep 3, 2024
Segment Anything (SAM)5 min readLaunch: Use Segment Anything 2 with Roboflow
James GallagherAug 29, 2024