Linkedin : http://sg.linkedin.com/in/sravindrabharathi

Github : https://github.com/ravindrabharathi/

Machine Learning projects

1. tf_utils : Utilities for Tensorflow - A set of utilities to train a Convolutional Neural Network using Tensorflow. This supports creation of TfRecords using links from from Cifar10 and Cifar100 project site , Creation of Data pipeline from tfrecords using tf.Data Dataset , Augmentation strategies like cutout , random-pad-crop, Plotting misclassified images and plotting confusion matrix to see which classes the model mistakes for another. This is a work in progress, and I intend to add more datasets and features.

2. Face Age Progression using CycleGANS : https://github.com/ravindrabharathi/FaceAgingGAN

3. Spam Classifier using TREC 2007 public dataset : https://github.com/ravindrabharathi/spam-classifier

4. Diabetic Retinopathy detection using DeepLearning: https://github.com/ravindrabharathi/diabetic-retinopathy

Grad-Cam : Where is your Convolutional Neural Network Looking

Grad-Cam2 : Grad_CAM visualization to 'find' / highlight sunglasses in an image