Aditya Prakash (ap229997)

ap229997

Geek Repo

Company:University of Illinois Urbana Champaign

Location:Champaign, Illinois, US

Home Page:https://ap229997.github.io

Twitter:@ap229997

Github PK Tool:Github PK Tool

Aditya Prakash's starred repositories

manim

Animation engine for explanatory math videos

Language:PythonLicense:MITStargazers:60296Issues:884Issues:1123

minGPT

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

Language:PythonLicense:MITStargazers:19417Issues:254Issues:72

label-studio

Label Studio is a multi-type data labeling and annotation tool with standardized output format

Language:JavaScriptLicense:Apache-2.0Stargazers:17378Issues:174Issues:2105

deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

Language:Jupyter NotebookLicense:Apache-2.0Stargazers:12954Issues:329Issues:312

carla

Open-source simulator for autonomous driving research.

pytorch3d

PyTorch3D is FAIR's library of reusable components for deep learning with 3D data

Language:PythonLicense:NOASSERTIONStargazers:8492Issues:148Issues:1533

fiftyone

The open-source tool for building high-quality datasets and computer vision models

Language:PythonLicense:Apache-2.0Stargazers:7884Issues:54Issues:1466

pytorch-a2c-ppo-acktr-gail

PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).

Language:PythonLicense:MITStargazers:3522Issues:67Issues:229

tfpyth

Putting TensorFlow back in PyTorch, back in TensorFlow (differentiable TensorFlow PyTorch adapters).

Language:PythonLicense:MITStargazers:641Issues:25Issues:5

fiery

PyTorch code for the paper "FIERY: Future Instance Segmentation in Bird's-Eye view from Surround Monocular Cameras"

Language:PythonLicense:MITStargazers:547Issues:22Issues:51

gym-carla

An OpenAI gym wrapper for CARLA simulator

Language:PythonLicense:MITStargazers:520Issues:10Issues:47

cc

Competitive Collaboration: Joint Unsupervised Learning of Depth, Camera Motion, Optical Flow and Motion Segmentation

Language:PythonLicense:MITStargazers:501Issues:38Issues:29

phyre

PHYRE is a benchmark for physical reasoning.

Language:PythonLicense:Apache-2.0Stargazers:427Issues:20Issues:29

AzureML-BERT

End-to-End recipes for pre-training and fine-tuning BERT using Azure Machine Learning Service

Language:Jupyter NotebookLicense:MITStargazers:388Issues:23Issues:34

awesome-dl-projects

This is a collection of the code that accompanies the reports in The Gallery by Weights & Biases.

Language:Jupyter NotebookStargazers:314Issues:15Issues:0

neat

[ICCV'21] NEAT: Neural Attention Fields for End-to-End Autonomous Driving

Language:PythonLicense:MITStargazers:303Issues:17Issues:20

LearningByCheating

(CoRL 2019) Driving in CARLA using waypoint prediction and two-stage imitation learning

Language:PythonLicense:MITStargazers:294Issues:13Issues:38

carla-roach

Roach: End-to-End Urban Driving by Imitating a Reinforcement Learning Coach. ICCV 2021.

Language:PythonLicense:NOASSERTIONStargazers:265Issues:2Issues:40

coiltraine

Training framework for conditional imitation learning

Language:PythonLicense:MITStargazers:231Issues:6Issues:40

oatomobile

A research framework for autonomous driving

Language:PythonLicense:Apache-2.0Stargazers:191Issues:12Issues:15

2020_CARLA_challenge

"Learning by Cheating" (CoRL 2019) submission for the 2020 CARLA Challenge

leaderboard

CARLA Autonomous Driving leaderboard

Language:PythonLicense:MITStargazers:151Issues:9Issues:49

cross_attention_renderer

CVPR 2023: Learning to Render Novel Views from Wide-Baseline Stereo Pairs

hands-segmentation-pytorch

A repo for training and finetuning models for hands segmentation.

HHOR

Reconstructing Hand-Held Objects from Monocular Video, Siggraph Asia 2022 Conference Track

Language:PythonLicense:Apache-2.0Stargazers:92Issues:7Issues:9

data-collector

Data collector for version 0.8.4, also contains an client side agent

Dataset_audits

All of the ImageNet meta-datasets and notebooks

Language:Jupyter NotebookLicense:GPL-2.0Stargazers:41Issues:14Issues:21

MT-GAN-PyTorch

PyTorch Implementation of "Learning to Transfer: Unsupervised Domain Translation via Meta-Learning"