Academic Projects

Below, I have enlisted selected projects that demonstrates my Machine Learning and Deep Learning skills.

Image Search Engines using CLIP
Code / Write-up
  • In this project, I created Semantic Search Engine using MultiModal Model (CLIP).
  • I created Image-Image, Text-Image, Image-Text Search Engine
Vehicle Identification and Managment System
Code
  • Created an End-to-End Project where we keep a track of all the Vehicles(Cars, Trucks, Buses)
  • Alerts were generated to respective authorties in-case of any illegal Car inside the premises.
  • Used Yolov5, EasyOCR, OpenCV, & Flask
MURA musculoskeletal radiographs Classification using Deep Learning
Code
  • In this project, we explored the effect of training different Deep Learning models such as
  • DenseNet
  • ResNet50
  • ResNet101
    • for Radiographs Classification on MURA dataset