Using deep stacked residual bidirectional LSTM cells (RNN) with TensorFlow, we do Human Activity Recognition (HAR). Classifying the type of movement amongst 6 categories or 18 categories on 2 diffe…

Temporal Segments LSTM and Temporal-Inception for Activity Recognition

Human activity recognition using TensorFlow on smartphone sensors dataset and an LSTM RNN. Classifying the type of movement amongst six categories (WALKING, WALKING_UPSTAIRS, WALKING_DOWNSTAIRS, SI…

A guide to transfer learning with inception-resnet-v2.

TensorFlow Tutorial and Examples for beginners

A technical report on convolution arithmetic in the context of deep learning

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

A curated list of deep learning resources for computer vision

Code that accompanies my blog post outlining five video classification methods in Keras and TensorFlow

Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.

tensorflow rewrite of Yoon Kim's lstm-char-cnn

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

TensorFlow - A curated list of dedicated resources http://tensorflow.org

A very basic LSTM composer, doesn't compose any proper music for now

generate MNIST using a Variational Autoencoder

Codes for weekly challenges on Deep Learning by Siraj

Deep Learning projects

Code that accompanies a blog posts on continuous online video classification with TensorFlow, Inception and a Raspberry Pi

A classifier for cat and dog images (Response to Siraj's challenge of the week)

Speed-dating match prediction based on Anna Montoya's Speed Dating Experiment Datasets

A list of popular github projects related to deep learning

Using reinforcement learning to teach a car to avoid obstacles.

Video Classification using 2 stream CNN

A tiny implementation of Deep Q Learning, using TensorFlow and OpenAI gym

Implements basic reinforcement learning algorithms to control a remote-control car in a room.

image generation via GANs

A Tensorflow implementation of CNN-LSTM image caption generator architecture that achieves close to state-of-the-art results on the MSCOCO dataset.

Recurrent Neural Network - A curated list of resources dedicated to RNN

A curated list of awesome Deep Learning tutorials, projects and communities.