shoaibahmed

VisualTracking

Visual Tracking based on Pixel-wise Posteriors

ReinforcementLearning

Repository for MATLAB code related to Reinforcement Learning

AdversarialExamples

Playground for experimentation with adverserial example generation

AutoEncoder-TF

Implementation of Dense and Convolutional Autoencoder in TensorFlow

CapsNet

Playground for experimentation with capsule networks (Hinton et al. 2017)

ToyExamples-TF

Repository containing toy ML problems solved using TensorFlow

CRNN-TF

Convolutional Recurrent Neural Network (CRNN): A combination of CNN, RNN and CTC loss for image-based sequence recognition tasks in TensorFlow

Deep-One-Class-Classification

Code for the paper, "Deep One-Class Classification" (ICML-2018)

EmotionRecognitionEngine

MATLAB implementation of Emotion recognition engine based on CNNs

Getting_Started_With_Julia

Repository for experimentation with Julia programming language

High-Performance-Computing

Exercises for the course of high performance computing

imagenet-fast

Kaggle

Repository with code for general Kaggle competitions

TF_CPP_Inference

Repository containing examples of exporting model in TF for inference in CPP

chatbot-rnn

A toy chatbot powered by deep learning and trained on data from Reddit

CIFAR100-classification

CIFAR 100 classification using Resnet 50 in Keras

Computer_Vision

ComputerGraphics

Labs and Assignments of the Computer Graphics based on WebGL

cross-lipschitz

Code for the paper: "Formal Guarantees on the Robustness of a Classifier against Adversarial Manipulation"

das2018-tutorial

A tutorial on the PyTorch-based ocropus components.

NetworkAnalysis

Repository containing toy examples of network analysis

pl-cnn

A layer-wise algorithm for learning Convolutional Neural Networks

Segmentation-PyTorch

Semantic Segmentation Architectures Implemented in PyTorch

SoftwareDefinedFirewall

Basic implementation of a software defined firewall in OpenDayLight (Java based SDN controller)

Support-Vector-Machines

Playground for experimentation with different SVM formulations

tensorflow_cookbook

Code for Tensorflow Machine Learning Cookbook

tf-crnn

TensorFlow Convolutional Recurrent Neural Network (CRNN) using TF's Estimator

tf-faster-rcnn

Tensorflow Faster RCNN for Object Detection

tiny-dnn

header only, dependency-free deep learning framework in C++11

Very-Deep-Learning

Assignments for the very deep learning course