Federated Learning with Object Detection

• Tech Stack: Python, Image Data, opencv, Deep Learning, Federated Learning, Socket Programming, CUDA, BBOX.
• Github URL: Project Link

By using Federated Learning concepts, researched and developed the federated learning code using socket programming for both server and client side by keeping the data security in mind.

Used car detection datasets and made object detection model for cars by utilizing and developing faster-R-CNN model,Also, developed image and video inferences to showcase the results of model trained.

GPU by using CUDA to train the model.computer vision, socket programming, and PyTorch.

Also, developed image and video inferences to showcase the results of model trained. Utilized GPU by using CUDA to train the model.

Wrote the thesis for the project and submitted it as part of my MSc project and dissertation and gave the presentation by creating the presentation for the assessors.