Edge AI4 min read
What Is Embedded Machine Learning?
Joseph NelsonMar 20, 2021Edge 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
- 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
- Joseph NelsonMar 20, 2021
NVIDIA Jetson8 min readRunning Tensorflow JS on a NVIDIA Jetson
Brad DwyerMar 1, 2021
Jacob Solawetz and Joseph NelsonFeb 8, 2021
Edge AI5 min readApple's M1 is up to 3.6x as fast at training machine learning models
Matt BremsDec 15, 2020
YOLOv54 min readDeploy YOLOv5 to Jetson Xavier NX at 30FPS
Jacob SolawetzSep 10, 2020
YOLO8 min readHow to Train a Custom Mobile Object Detection Model (with YOLOv4 Tiny and TensorFlow Lite)
Jim Su and Samrat SahooAug 22, 2020
