deep-learning

Classifier to assign label to particle

Introduction to classification using machine learning and deep learning (PyTorch, TensorFlow, Keras)

Fine tunning of a deep neural network (using convolutionnal layers) to reconize a digit from a picture of an handwritten one.

3D Hand Pose Estimation using Multi-View CNNs

✭ MAGNETRON ™ ✭: Detectron2 is a platform for PROXIA that can do POSE ESTIMATION, object detection, segmentation and other visual recognition tasks.

In SupeRAuGAN we implement a novel data augmentation technique tailored to Generative Adversarial Networks in order to reduce discriminator overfitting and stabilize training

An OpenAI Gym for Shopping Cart Reinforcement Learning.

BIL635 - Modified Version of "Finding a Target with Zero-shot Invariant and Efficient Visual Search" v2

A very simple example of using RL in real life using servo motors.

Learn to drive an radio-controlled car using only a camera. Uses a DonkeyCar simulation, SAC and a VAE. By Winder Research.

BIL635 - Modified Version of "Finding a Target with Zero-shot Invariant and Efficient Visual Search"

A simplified version of "Cliffworld" in an OpenAI Gym Environment

CS 7643 — Spring 2019 Project

Goal: learn more about the underlying deep learning model of GPT2: the Transformer model and, more broadly, the attention mechanism.

Cat facial detection and landmark recognition in Python