Beginners Guide to Machine Learning in JavaScript - ml5.js: Object Detection with COCO-SSD

I cover object detection in ml5.js with the COCO-SSD pre-trained model. Code: https://thecodingtrain.com/tracks/ml5js-beginners-guide/ml5/1-classification/3-object-detection 🚀 Watch this video ad-free on Nebula https://nebula.tv/videos/the-coding-train-ml5-js-object-detection-with-coco-ssd p5.js Web Editor Sketches: 🕹️ Object detection (image): https://editor.p5js.org/codingtrain/sketches/ZNQQx2n5o 🕹️ Object detection webcam: https://editor.p5js.org/codingtrain/sketches/VIYRpcME3 🕹️ Object detection webcam persistence: https://editor.p5js.org/codingtrain/sketches/Vt9xeTxWJ 🎥 Previous: https://youtu.be/D9BoBSkLvFo?list=PLRqwX-V7Uu6YPSwT06y_AEYTqIwbeam3y 🎥 Next: https://youtu.be/ABN_DWnM5GQ?list=PLRqwX-V7Uu6YPSwT06y_AEYTqIwbeam3y 🎥 All: https://www.youtube.com/playlist?list=PLRqwX-V7Uu6YPSwT06y_AEYTqIwbeam3y Reference: 🗄 Object Detector ml5.js Reference: https://github.com/ml5js/ml5-library/blob/main/docs/reference/object-detector.md 💻 COCO ml5.js Model and Data Provenance: https://github.com/ml5js/ml5-library/blob/main/docs/reference/object-detector.md#model-and-data-provenance 💻 COCO (Common Objects in Context) Dataset Explore: https://cocodataset.org/#explore 💻 COCO 2020 Keypoint Detection Task: https://cocodataset.org/index.htm#keypoints-2020 💻 The COCO-Stuff dataset: https://github.com/nightrome/cocostuff 💻 Humans of AI (Editorial Essay): https://humans-of.ai/editorial/ 💻 Excavating AI - The Politics of Images in Machine Learning Training Sets: https://excavating.ai/ 💻 Object Detection (coco-ssd) Model on tensorflow.js Models GitHub Repository: https://github.com/tensorflow/tfjs-models/tree/master/coco-ssd 💻 List of Classes Available in COCO Dataset (ml5.js): https://github.com/ml5js/ml5-library/blob/main/src/utils/COCO_CLASSES.js 🐈 Eevee Mango & Greta Goose Instagram: https://www.instagram.com/mangoandgoose/ Videos: 🚂 https://youtu.be/OIo-DIOkNVg 🚂 https://youtu.be/4066MndcyCk Timestamps: 0:00 Introduction 2:42 ml5.js pre-trained models 3:03 Model and Data Provenance 3:54 COCO Dataset 4:47 Humans of AI 5:11 Excavating AI 6:00 COCO-SSD model 6:30 Loading COCO-SSD model 10:04 Drawing detection box and labels 11:18 Real-time object detection on live video 15:05 Exercise ideas Editing by Mathieu Blanchette Animations by Jason Heglund Music from Epidemic Sound 🚂 Website: https://thecodingtrain.com/ 👾 Share Your Creation! https://thecodingtrain.com/guides/passenger-showcase-guide 🚩 Suggest Topics: https://github.com/CodingTrain/Suggestion-Box 💡 GitHub: https://github.com/CodingTrain 💬 Discord: https://thecodingtrain.com/discord 💖 Membership: http://youtube.com/thecodingtrain/join 🛒 Store: https://standard.tv/codingtrain 🖋️ Twitter: https://twitter.com/thecodingtrain 📸 Instagram: https://www.instagram.com/the.coding.train/ 🎥 https://www.youtube.com/playlist?list=PLRqwX-V7Uu6ZiZxtDDRCi6uhfTH4FilpH 🎥 https://www.youtube.com/playlist?list=PLRqwX-V7Uu6Zy51Q-x9tMWIv9cueOFTFA 🔗 p5.js: https://p5js.org 🔗 p5.js Web Editor: https://editor.p5js.org/ 🔗 Processing: https://processing.org 📄 Code of Conduct: https://github.com/CodingTrain/Code-of-Conduct This description was auto-generated. If you see a problem, please open an issue: https://github.com/CodingTrain/thecodingtrain.com/issues/new #cocossd #cocodataset #modelprovenance #dataprovenance #detectionbox #p5js #ml5js