Pipeline to process real-world, user-supplied images. Given an image of a dog, the algorithm will identify an estimate of the canine’s breed.

Skin cancer classification using Transfer Learning and explainable AI

Special Problem Project

Guide for setting up a virtual environment and kernel for Python image processing. Practical exercises cover face recognition, shapes detection, vehicle identification, face detection, and vehicle number plate detection in a Jupiter Notebook. Purpose: Hands-on experience with essential computer vision techniques.

This endeavor of ours aims to leverage the potential of computer vision and deep learning to classify trees.

Classifying Pistols, Revolvers and Rifles using Transfer Learning

Solution submitted on behalf of team Lisa for the A14GOOD competition organised by AI Commons, moderated by Superfluid Labs, Ghana

created using transfer learning

Fashion Recommender : Powered by Transfer Learning

Implementation of a machine learning model to predict COVID-19 Informative Text.

Image Recognition, Image Segmentation, Transfer Learning, Face Recognition

Transfer Learning on my butterfly images using PyTorch

Trained a CNN model to classify cactus species (columnar cactus) in a binary classification challenge, hosted on Kaggle competition. Refined the model with image augmentation, pre-trained VGG16 model parameters using transfer learning, and improved the identification metric (area under ROC score) from 0.9964 to 0.9971 on the test set.

Apply deep learning to detect and classify cracks. Prior to tensorflow framework and developed a GUI for deployment purposes.

In Repository you can find various problem solved using Deep learning algorithm like Artificial Neural Network,Convolutional Neural network,Recurrent Neural Network, AutoEncoder with Keras

Obtaining a Heat Map of the areas most influential in sorting chest X-ray images.