Defect Detection8 min read
Build a Defect Detection System
James Gallagher and Aarnav ShahAug 12, 2026Defect Detection
Defect detection uses computer vision to find scratches, dents, cracks, missing parts and other flaws in products automatically. These posts show how manufacturers build and deploy defect detection models with Roboflow.
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- James Gallagher and Aarnav ShahAug 12, 2026
Anomaly Detection19 min readVisual Anomaly Detection
Timothy MMar 12, 2026
Anomaly Detection7 min readTrain, Evaluate, and Deploy Anomaly Detection Models with Roboflow
Erik KokaljOct 28, 2026
Topic: Defect Detection
- All topics
- Tutorials711
- Explainers401
- Object Detection366
- Product Updates209
- Model Training185
- Roboflow Workflows185
- Vision Language Models146
- Manufacturing142
- 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
- Image Classification62
- Defect Detection62
- 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
- Sports33
- Cameras & Imaging32
- Enterprise30
- Machine Vision28
- Robotics28
- supervision28
- PLCs & Industrial Systems27
- Getting Started26
- Self-Hosting25
- Drone & Aerial Imagery23
- Healthcare & Medical Devices23
- Safety & Security23
- Process Monitoring & OEE21
- ChatGPT, Claude & Coding Agents21
- Retail20
- Inventory & Asset Tracking20
- Weights & Export20
- YOLOv519
- Active Learning & Monitoring19
- Media & Entertainment19
- Partners19
- NVIDIA Jetson18
- YOLOv818
- Vision AI18
- Research & Science17
- Pricing & Costs17
- Food, Beverage & Packaging16
- Workplace Safety & PPE16
- Label & Code Verification16
- Claude16
- Transportation & Rail15
- Infrastructure Inspection15
- Physical AI14
- Consumer Goods & CPG13
- Pilot to Production13
- Depth Estimation12
- NVIDIA12
- Buyer's Guides12
- Vision Agents11
- Agriculture11
- Automotive11
- Energy & Utilities10
- YOLO2610
- Qwen10
- Logistics9
- YOLO119
- Serverless Inference9
- Warehousing9
- Anomaly Detection9
- Action Recognition9
- Migration Guides9
- Security & Compliance9
- Raspberry Pi8
- DINO8
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