ArkAung

Arkar Min Aung's starred repositories

faceswap

Deepfakes Software For All

Language:PythonGPL-3.050002 1527 856

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

Language:PythonApache-2.031007 313 894

jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

Language:PythonApache-2.029371 327 5394

netron

Visualizer for neural network, deep learning and machine learning models

Language:JavaScriptMIT27044 297 1103

reverse-interview

Questions to ask the company during your interview

NOASSERTION26876 346 25

stanford-cs-229-machine-learning

VIP cheatsheets for Stanford's CS 229 Machine Learning

MIT17305 710 26

vowpal_wabbit

Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning.

Language:C++NOASSERTION8448 352 1267

managers-playbook

:book: Heuristics for effective management

CC-BY-4.05311 187 2

awesome-data-labeling

A curated list of awesome data labeling tools

3649 102 22

GAN

Resources and Implementations of Generative Adversarial Nets: GAN, DCGAN, WGAN, CGAN, InfoGAN

Language:Python2836 83 13

PocketFlow

An Automatic Model Compression (AutoMC) framework for developing smaller and faster AI applications.

Language:PythonNOASSERTION2787 147 275

MT-Reading-List

A machine translation reading list maintained by Tsinghua Natural Language Processing Group

Language:TeXBSD-3-Clause2418 166 23

nuscenes-devkit

The devkit of the nuScenes dataset.

Language:PythonNOASSERTION2208 51 780

handout

Turn Python scripts into handouts with Markdown and figures

Language:PythonApache-2.01999 47 41

mario-ai

Playing Mario with Deep Reinforcement Learning

Language:LuaMIT671 48 8

VON

[NeurIPS 2018] Visual Object Networks: Image Generation with Disentangled 3D Representation.

Language:PythonNOASSERTION530 31 34

SiameseX.PyTorch

A simplified PyTorch implementation of Siamese networks for tracking: SiamFC, SiamRPN, SiamRPN++, SiamVGG, SiamDW, SiamRPN-VGG.

Language:Python437 13 18

Shufflenet-v2-Pytorch

Perfect implement. Model shared. x0.5 (Top1:60.646) and 1.0x (Top1:69.402).

Language:PythonBSD-2-Clause432 7 13

torchnca

A PyTorch implementation of Neighbourhood Components Analysis.

Language:PythonMIT400 17 8

awesome-rl-nlp

Curated Reinforcement Learning Resources for Natural Language Processing

GPL-3.0392 230

ksql-udf-deep-learning-mqtt-iot

Deep Learning UDF for KSQL for Streaming Anomaly Detection of MQTT IoT Sensor Data

Language:JavaApache-2.0286 31 5

grammarVAE

Code for the "Grammar Variational Autoencoder" https://arxiv.org/abs/1703.01925

Language:Python269 14 31

behold

:eyes: A Debugging Tool

Language:PythonMIT224 10 3

delira

Lightweight framework for fast prototyping and training deep neural networks with PyTorch and TensorFlow

Language:PythonAGPL-3.0221 10 93

xlnet

XLNet: fine tuning on RTX 2080 GPU - 8 GB

Language:PythonApache-2.0154 80

single-shot-str

Single Shot Scene Text Retrieval, ECCV 2018. L. Gomez*, A. Mafla*, M. Rusiñol, D. Karatzas.

Language:Python67 10 2

machine_learning_adversarial_examples

An implementation of the 'fast gradient sign method' from the paper 'Explaining and Harnessing Adversarial Examples'

Language:Jupyter Notebook52 4 2

testing-zero-to-hero

Exercises for learning how to write Unit tests, API tests, End-to-end tests, and more...

Language:JavaScriptMIT46 4 1

Kitchen2D

Learning for task and motion planning in a 2D kitchen.

Language:PythonMIT36 5 2

pytorch-detect-rfcn

Pytorch implementation of RFCN used as baseline for Imagenet VID+DET in https://arxiv.org/abs/1710.03958.

Language:PythonMIT34 3 9