omar shabab's repositories
2017-slides
Slides and talk assets from PyCon 2017
dog-cat-classification
This is a Flask app that can classify images of dog and cat. The underlying model is a CNN trained using Keras framework
fk-visual-search
Flipkart's visual search and recommendation system
holiday-similarity
Finding similar images in the Holidays dataset
Image-recognition-reCaptcha-TensorFlow
Image recognition using Machine Learning, Tensorflow and Google Inception Neural Networks to fool the Recaptcha System for Recognition of Bots. Demonstration:
keras_image_similarity_training
A Jupyter Notebook and python scripts that allows users to easily train a siamese network on image similarity, export the model to a SavedModel file, and index images for kNN search.
POI-recommendation
a cnn neural network for personalized POI recommendation in location-based social networks
siggraph2016_colorization
Code for the paper 'Let there be Color!: Joint End-to-end Learning of Global and Local Image Priors for Automatic Image Colorization with Simultaneous Classification'.
solutions-vision-search
Tutorial for using Cloud Vision API and App Engine to enable search and categorization of images.
TensorFlow-Tutorials
TensorFlow Tutorials with YouTube Videos
tensorflow-without-a-phd
A crash course in six episodes for software developers who want to become machine learning practitioners.
tensorflow-workshop
This repo contains materials for use in a TensorFlow workshop.
Transfer-Learning
Inception V3 for Transfer Learning on Cats and Dogs
eb-php
Configuration files and instructions for installing WordPress securely and running it in a load balanced AWS Elastic Beanstalk environment with an EFS file system for shared assets.