https://github.com/jacintogomez/ml5-object-classification

Using the ml5.js library to perform image classification and object detection
https://github.com/jacintogomez/ml5-object-classification

image-classification javascript machine-learning ml5 ml5js object-detection

Last synced: 2 months ago
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Using the ml5.js library to perform image classification and object detection

• Host: GitHub
• URL: https://github.com/jacintogomez/ml5-object-classification
• Owner: jacintogomez
• Created: 2024-03-13T22:59:12.000Z (about 1 year ago)
• Default Branch: live_video_detection
• Last Pushed: 2024-09-03T16:57:50.000Z (9 months ago)
• Last Synced: 2025-02-05T09:27:50.938Z (4 months ago)
• Topics: image-classification, javascript, machine-learning, ml5, ml5js, object-detection
• Language: JavaScript
• Homepage:
• Size: 12.3 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# ml5 Object Classification

Adaptation of a demo video I watched on using the ml5 library. This project has 4 functionalities:

`sketch.js` Label uploaded image with confidence score

`webcam.js` Label webcam stream with confidence score

`detection.js` Detect all objects in an image, assigning them bounding boxes and confidence scores

`detect_from_webcam.js` Detect all objects from webcam stream, giving bounding boxes and confidence scores