Computer-Vision-Projects

This is a repository of the computer vision projects I have worked/working on. Find the detailed explanations or codes for the projects in the respective folder or click on the project title to be directed to the folder.

Automated Visual Fruit Detection for Harvesting

Lane Line Detection

Pneumonia Detection on Chest X-rays

• Used the ResNet50 architecture to train a model for detecting pneumonia on medical images.
• Applied discriminative learning rates and achieved an accuracy of 96.33 % .
• Successfully reduced the training time without much compromise in model performance by switching to mixed precision training and achieved an accuracy of 95.82 %.

Image Segmentation of city Images

Player and Football Detection

Multi – label Classification of Satellite Images

Intel Scene Classification

Image Regression to predict the center of a person's face