Pinned Repositories
Motion-Denoising
Denoising of 3D human motion animations by latent space projection.
Physics-informed-neural-networks
A generalization of the physics informed neural network framework to solve partial differential equations.
Pose-Estimation-with-Stacked-Hourglass
An implementation of a state of the art pose estimation model in tensorflow 2.0.
Adversarial-Attacks.
Design of a Semantic Segmentation model in Tensorflow. Implementation of 3 adversarial attacks on the model. Third method is somewhat original.
DeepDream
An implementation of the Google DeepDream algorithm with VGG and AlexNet models.
Pac-Man-RL
An exploration of different Reinforcement Learning methods for playing Pac-Man.
VAE_template
A simple variational autoencoder that can easily be adapted for more complex applications.
Wing-Shape-Optimization
A project about optimizing the wing shape of an airplane under in an environnement subject to Stokes equations.
3D-Reconstruction
An implementation of 3D reconstruction methods given in openCV.
ActiveLearningOnSyntheticsData
Active Learning experiment on synthetic data.
TariqBerrada's Repositories
TariqBerrada/Motion-Denoising
Denoising of 3D human motion animations by latent space projection.
TariqBerrada/Physics-informed-neural-networks
A generalization of the physics informed neural network framework to solve partial differential equations.
TariqBerrada/Pose-Estimation-with-Stacked-Hourglass
An implementation of a state of the art pose estimation model in tensorflow 2.0.
TariqBerrada/Adversarial-Attacks.
Design of a Semantic Segmentation model in Tensorflow. Implementation of 3 adversarial attacks on the model. Third method is somewhat original.
TariqBerrada/DeepDream
An implementation of the Google DeepDream algorithm with VGG and AlexNet models.
TariqBerrada/Pac-Man-RL
An exploration of different Reinforcement Learning methods for playing Pac-Man.
TariqBerrada/VAE_template
A simple variational autoencoder that can easily be adapted for more complex applications.
TariqBerrada/Wing-Shape-Optimization
A project about optimizing the wing shape of an airplane under in an environnement subject to Stokes equations.
TariqBerrada/3D-Reconstruction
An implementation of 3D reconstruction methods given in openCV.
TariqBerrada/ActiveLearningOnSyntheticsData
Active Learning experiment on synthetic data.
TariqBerrada/Bayesian-Hyperparameter-Optimization
Bayesian optimization to tune a neural network in pytorch.
TariqBerrada/COREL_icml2019
Code for "Connectivity-Optimized Representation Learning via Persistent Homology", ICML 2019
TariqBerrada/CS-AML-Labs
Labs works for the Advanced Machine Learning class at CentraleSupélec.
TariqBerrada/Expert_opinion_aggregation
TariqBerrada/facerecognition
CodingWeeks
TariqBerrada/Image-Classificator
An image classification example in Tensorflow 2.0, showcasing the use of many techniques used in order to improve neural net accuracy.
TariqBerrada/OpenCV-logo-detection
In this project, we can detect a logo in a video such as a stop sign using simple openCV functions, the original data I worked with is not shared for confidentiality reasons.
TariqBerrada/Optical-Flow-for-Pixel-Wise-Tracking
TariqBerrada/pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
TariqBerrada/Reinforcement-Learning
A collection of deep reinforcement learning projects.
TariqBerrada/Reinforcement-Learning-tutorials
A collection of projects on deep reinforcement learning.
TariqBerrada/Robot-Navigation
This package provides a navigation environnement for a Kuka Youbot. The environnement can be both set in in an navigation algorithm or manually using the robots laser pointer. The robot can have any polygonal form and the state space RRT* star tree can be visualised in 3D.
TariqBerrada/tariqberrada.github.io
TariqBerrada/Tensorflow-2.0-tutorials
Learning Tensorflow 2.0 from "A Quick guide to Tensorflow 2.0" by O'Reilly
TariqBerrada/transformers
Implementation of the infamous transformer model in Pytorch.
TariqBerrada/VIBEtoParameterizedMotion
TariqBerrada/YOLO-v3
An Implementation of a pre-trained YOLO network (version 3) for object detection on tensorflow 2.0.