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HerbertD's Projects

cvdata icon cvdata

Tools for creating and manipulating computer vision datasets

deeplearning.ai-summary icon deeplearning.ai-summary

This repository contains my personal notes and summaries on DeepLearning.ai specialization courses. I've enjoyed every little bit of the course hope you enjoy my notes too.

deeprl icon deeprl

Modularized Implementation of Deep RL Algorithms in PyTorch

evostra icon evostra

A fast Evolution Strategy implementation in Python

faceswap icon faceswap

Real-time FaceSwap application built with OpenCV and dlib

faceswap-1 icon faceswap-1

Non official project based on original /r/Deepfakes thread. Many thanks to him!

faceswap-gan icon faceswap-gan

A denoising autoencode + adversarial loss for face swapping.

gdrl icon gdrl

Code to go along with the Grokking Deep Reinforcement Learning book

handson-ml2 icon handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

kubernetes-gpu-guide icon kubernetes-gpu-guide

This guide should help fellow researchers and hobbyists to easily automate and accelerate there deep leaning training with their own Kubernetes GPU cluster.

per icon per

Prioritized Experience Replay (PER) implementation in PyTorch

rl-adventure icon rl-adventure

Pytorch Implementation of DQN / DDQN / Prioritized replay/ noisy networks/ distributional values/ Rainbow/ hierarchical RL

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