PLCs & Industrial Systems6 min read
MQTT in Manufacturing with Vision AI
Erik KokaljJun 9, 2026Explainers
Explainers answer "what is" questions about computer vision models, methods and terms in plain language. Start here to understand a concept before you build.
Topic: Explainers
- All topics
- Tutorials710
- Explainers401
- Object Detection366
- Product Updates209
- Model Training185
- Roboflow Workflows185
- Vision Language Models146
- Manufacturing142
- RF-DETR122
- Dataset Management121
- Roboflow Train105
- Data Labeling104
- 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
- Image Classification62
- Roboflow Annotate62
- Defect Detection62
- AI Visual Inspection62
- Counting & Measurement56
- Preprocessing & Augmentation53
- Model Evaluation48
- Cloud & Data Platforms48
- 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
- Erik KokaljJun 9, 2026
Comparisons & Alternatives13 min readYOLO vs. VLMs: When to Use Each
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Pilot to Production4 min readHow to Build a Vision AI Center of Excellence
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Pilot to Production5 min readWho Runs a Vision AI Program: The Builder, Scaler, Operator Model
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Label & Code Verification7 min readElectronic Batch Records: Verify Data Entry with Vision A
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Pilot to Production5 min readWhy Top-Down Vision AI Rollouts Fail: The Push Trap vs. the Pull Model
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PLCs & Industrial Systems6 min readThe Computer Vision Manufacturing Integration Stack
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PLCs & Industrial Systems7 min readWhat Is OPC UA? How Factories Connect Vision AI to PLCs
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Pilot to Production4 min readIs Your Vision AI Program in Pilot Purgatory? A 10-Question Diagnostic
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Cameras & Imaging7 min readAI Cameras vs. IP Cameras: What's the Difference?
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YOLO5 min readWhat Is YOLO-StereoDepth?
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YOLO266 min readWhat Is YOLO26-Depth? Monocular Depth Estimation
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YOLO4 min readWhat Is YOLO-Anomaly?
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YOLO4 min readWhat Is YOLO-VLM?
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Data Labeling7 min readWhat Is A Label Map?
Jacob SolawetzMay 25, 2026
Robotics5 min readVision-Guided Robotics: The Future of Automation
Contributing WriterMay 19, 2026