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