hadisalman Goto Github PK

16833_monocular_slam

adversarial_image_defenses

Countering Adversarial Image using Input Transformations.

adversarial_survey

Robustness vs Accuracy Survey on ImageNet

airsim-robustness

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

capsnet-tensorflow

A Tensorflow implementation of CapsNet(Capsules Net) in Hinton's paper Dynamic Routing Between Capsules

carla

Open-source simulator for autonomous driving research.

chainer

A flexible framework of neural networks for deep learning

chexrobfer

cifar10_challenge

A challenge to explore adversarial robustness of neural networks on CIFAR10.

cleverhans

An adversarial example library for constructing attacks, building defenses, and benchmarking both

clip_benchmark

CLIP-like model evaluation

cntk

Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit

convex_adversarial

A method for training neural networks that are provably robust to adversarial attacks.

crfasrnn_keras

CRF-RNN Keras/Tensorflow version

cyclegan

Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.

deeprl-agents

A set of Deep Reinforcement Learning Agents implemented in Tensorflow.

efficientnet-pytorch

A PyTorch implementation of EfficientNet

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

fastphotostyle

Style transfer, deep learning, feature transform

ffcv

FFCV: Fast Forward Computer Vision (and other ML workloads!)

ga3c-deepnavigation

Implementation of DeepMind paper - "Learning to Navigate in Complex Environments"

generative-models

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

geometric-motion-planning

A repository containing codes for "Shape Based Geometric Motion Planning for an Under-actuated Highly-Articulated System"

glow

Code for reproducing results in "Glow: Generative Flow with Invertible 1x1 Convolutions"

gym-gazebo-hadi

Modified version of gym-gazebo. Includes new Gazebo models and new deep RL architectures

h-dqn

Reproduction of Kulkarni et al. (2016) in Python

iaf

Code for reproducing key results in the paper "Improving Variational Inference with Inverse Autoregressive Flow"

icaps2017-code

Repository containing the codes that were used in the paper "Multi-agent Ergodic Coverage with Obstacle Avoidance"

keras-rl

Deep Reinforcement Learning for Keras.