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πŸ“Œ Quick Overview πŸ“Œ

πŸ§ͺ Patent: 1
πŸ“„ Publications: 2
πŸ”¬ Research grant earned: 100K$ USD
⭐ on Github / Kaggle: ~2000 
πŸ’Ό Software engineer at Google CoreML

Isaac Lee's Projects

a2c icon a2c

PyTorch implementation of Advantage Actor-Critic (A2C)

cityflow icon cityflow

A Multi-Agent Reinforcement Learning Environment for Large Scale City Traffic Scenario

decentralized-video-chat icon decentralized-video-chat

πŸš€ Zipcall.io - 250k users πŸš€ Peer to peer browser video calling platform with unmatched video quality and latency.

e2e-mlt icon e2e-mlt

E2E-MLT - an Unconstrained End-to-End Method for Multi-Language Scene Text

examples icon examples

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

imitation icon imitation

Code for the paper "Generative Adversarial Imitation Learning"

jitsi-meet icon jitsi-meet

Jitsi Meet - Secure, Simple and Scalable Video Conferences that you use as a standalone app or embed in your web application.

llff icon llff

Code release for Local Light Field Fusion at SIGGRAPH 2019

minerl icon minerl

MineRL Competition for Sample Efficient Reinforcement Learning - Python Package

monodepth2 icon monodepth2

[ICCV 2019] Monocular depth estimation from a single image

multi-commander icon multi-commander

Multi & Single Agent Reinforcement Learning for Traffic Signal Control Problem

mvsnerf icon mvsnerf

Our work presents a novel neural rendering approach that can efficiently reconstruct geometric and neural radiance fields for view synthesis.

nerf_pl icon nerf_pl

NeRF (Neural Radiance Fields) using pytorch-lightning

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