Atul Singh's repositories
Diabetic_Retinopathy_Detection
This repo contains code and associated files for the Diabetic Retinopathy Detection project that I mentored few student on.
atul6876.github.io
Data Science Portfolio
Img_classification_Ganesha_Buddha
Image classifier built upon the VGG16 model design and trained weights (modified for binary classification).
Dogs_vs_Cats_CNN_keras
Classic binary image classification using Convolutional Neural Network Model built using Keras with TensorFlow backend.
Mask_RCNN
Instance Segmentation - First steps in machine vision
Restaurant_Revenue_Prediction
Annual sales prediction for potential restaurants based on Demographic data, Real estate data, and Commercial data.
House-Price-Prediction
Predicting the value of houses based on a number of variables. High-demensionality in the data, requires extensive feature engineering
Quora_Insincere_Question_Classification
Predicting insincere questions based on the text content (A binary classification problem). A kaggle competition problem from Quora. Imbalanced dataset, with only about 6% questions labeled as insincere.
NYT_Topic_Modeling
Topic Modeling on New York Times's April 2017 articles (text used- headline and snippet)
Titanic
Binary Classfication Problem