Edge AI10 min read
How to Use Roboflow CoreML Models and ESP32 Hardware for IoT
Aryan VasudevanAug 25, 2025Edge AI
Edge AI runs vision models directly on devices near the camera, such as Jetsons, industrial PCs and smart cameras, for low latency and privacy. These posts cover edge hardware and deployment.
Topic: Edge AI
- 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
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- Case Studies77
- Video Analytics77
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- OCR71
- YOLO68
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- Roboflow Universe65
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- AI Visual Inspection62
- Counting & Measurement56
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- Cloud & Data Platforms49
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- Open-Source VLMs46
- Google Gemini45
- Pose & Keypoint Detection43
- Segment Anything (SAM)43
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- Embeddings & Visual Search40
- Zero-Shot & Open-Vocabulary Detection37
- Auto Label37
- Free & Open Source35
- Computer Vision34
- Sports33
- Cameras & Imaging32
- Enterprise30
- Machine Vision28
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- 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
- Aryan VasudevanAug 25, 2025
YOLO119 min readHow to Create a YOLOv11 Android App
Aryan VasudevanAug 4, 2025
Model Deployment18 min readModel Deployment
Timothy MJul 29, 2025
RF-DETR9 min readHow to Build an iOS App with Visual AI Capabilities
Aryan VasudevanJul 25, 2025
RF-DETR6 min readHow to Deploy RF-DETR to an NVIDIA Jetson
James GallagherJun 26, 2025
Deployment Manager & Edge Fleet4 min readLaunch: Manage Computer Vision Deployments with Device Manager
James GallagherJun 12, 2025
Raspberry Pi3 min readHow to Deploy Computer Vision Models to a Raspberry Pi
Brad Dwyer and James GallagherJan 15, 2025
Benchmarks7 min readPutting the New M4 Macs to the Test
Alex NorellDec 13, 2024
Model Deployment5 min readEdge vs. Cloud Deployment: Which is Right for Your AI Project?
Samuel A.Dec 9, 2024
Roboflow Workflows9 min readDeploy Complex Vision AI Workflows with Intel Emerald Rapids
James GallagherSep 3, 2024
YOLO10 min readHow to Train and Deploy YOLOv10 with Intel Emerald Rapids
James GallagherSep 3, 2024
NVIDIA Jetson4 min readHow to Set Up a Basler Camera on a Jetson
Chandler SuppleJun 27, 2024
Edge AI9 min readWhat is OpenVINO? A Guide for Beginners.
Contributing WriterMay 8, 2024
Embeddings & Visual Search9 min readUltimate Guide to Using CLIP with Intel Gaudi2
James GallagherMar 26, 2024
Case Studies10 min readBlue Eco Line Reduces River Pollution with Roboflow and Intel Sapphire Rapids
Ryan Ball and Trevor LynnJan 29, 2024
Counting & Measurement7 min readBuilding an IoT-Powered Exercise Tracker with Computer Vision
Timothy MDec 28, 2023
