manojkesani Goto Github PK

pixel-level-contrastive-learning

Implementation of Pixel-level Contrastive Learning, proposed in the paper "Propagate Yourself", in Pytorch

planet

Learning Latent Dynamics for Planning from Pixels

prnet

Joint 3D Face Reconstruction and Dense Alignment with Position Map Regression Network (ECCV 2018)

progressive_growing_of_gans

Progressive Growing of GANs for Improved Quality, Stability, and Variation

project-rl

pruning-cnn-using-rl

implementation of https://arxiv.org/pdf/1801.07365.pdf

psi

Platform for Situated Intelligence

public-apis

A collective list of free APIs for use in software and web development.

pulse

PULSE: Self-Supervised Photo Upsampling via Latent Space Exploration of Generative Models

pythonprogrammingpuzzles

A Dataset of Python Challenges for AI Research

pytorch-cifar10

practice on CIFAR10 with PyTorch

pytorch-cyclegan-and-pix2pix

Image-to-Image Translation in PyTorch

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- (SE)ResNet/ResNeXT, DPN, EfficientNet, MixNet, MobileNet-V3/V2, MNASNet, Single-Path NAS, FBNet, and more

pytorch-neural-style-transfer

Reconstruction of the original paper on neural style transfer (Gatys et al.). I've additionally included reconstruction scripts which allow you to reconstruct only the content or the style of the image - for better understanding of how NST works.

random-network-distillation

Code for the paper "Exploration by Random Network Distillation"

real-time-voice-cloning

Clone a voice in 5 seconds to generate arbitrary speech in real-time

realistic-neural-talking-head-models

My implementation of Few-Shot Adversarial Learning of Realistic Neural Talking Head Models (Egor Zakharov et al.).

realmix

Code for the paper: RealMix: Towards Realistic Semi-Supervised Deep Learning Algorithms

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

repvgg

RepVGG: Making VGG-style ConvNets Great Again

rewriting

Rewriting a Deep Generative Model, ECCV 2020 (oral). Interactive tool to directly edit the rules of a GAN to synthesize scenes with objects added, removed, or altered. Change StyleGANv2 to make extravagant eyebrows, or horses wearing hats.

s-dcnet

Implementaion of S-DCNet (ICCV 2019)

safety-gym

Tools for accelerating safe exploration research.

safety-starter-agents

Basic constrained RL agents used in experiments for the "Benchmarking Safe Exploration in Deep Reinforcement Learning" paper.

sandbox

Play time!

sc-fegan

SC-FEGAN : Face Editing Generative Adversarial Network with User's Sketch and Color (ICCV2019)

segmentation_models

Segmentation models with pretrained backbones. Keras and TensorFlow Keras.

segmentation_models.pytorch

Segmentation models with pretrained backbones. PyTorch.

self-supervised-learning-byol

sfmlearner

An unsupervised learning framework for depth and ego-motion estimation from monocular videos