Object detection using Machine Learning
Web Development
Mentors :
Aman Bharti
Mentees :
4-5
1) Using Machine learning to detect objects present in an image with the location of the
object represented with a boundary on the image
2) Studying the difference between image classification and object detection and
implementation of both
3)Exploring various object detection algorithms
4)Training models on predefined datasets for various images
Resources:
- Course on ML by Andrew Ng
- Deep learning specialization (CNN Course) by Andrew Ng
Tentative Timeline :
| Week | Work |
|---|---|
| Week 1 | Basics of machine learning |
| Week 2 | Implementation of ML on python |
| Week 3 | Image classification and object detection |
| Week 4 | Various object detection algorithm |
| Week 5 | Implementation of some basic image classification and object detection algorithm |
| Week 6 | Final implementation and debugging |
