Arsey

stylegan

StyleGAN - Official TensorFlow Implementation

Deep-Learning-in-Production

In this repository, I will share some useful notes and references about deploying deep learning-based models in production.

albumentations

Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

tnt

A lightweight library for PyTorch training tools and utilities

RelativisticGAN

Code for replication of the paper "The relativistic discriminator: a key element missing from standard GAN"

onnx

Open standard for machine learning interoperability

ENet

ENet: A Deep Neural Network Architecture for Real-Time Semantic Segmentation

deep-head-pose

:fire::fire: Deep Learning Head Pose Estimation using PyTorch.

glow

Code for reproducing results in "Glow: Generative Flow with Invertible 1x1 Convolutions"

GAN_stability

Code for paper "Which Training Methods for GANs do actually Converge? (ICML 2018)"

pyod

A Python Library for Outlier and Anomaly Detection, Integrating Classical and Deep Learning Techniques

gait-recognition-papers

a collection of papers related to Biometric Gait Recognition.

carvana-challenge

My repository for the Carvana Image Masking Challenge

tf_box_classify

A simple TensorFlow example for training CNN models using input queues and labelled JPEGs

progressive_growing_of_gans

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

pytorch_modelsize

Estimates the size of a PyTorch model in memory

imbalanced-learn

A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning

progressive-growing-of-gans.pytorch

ProGAN with Standard, WGAN, WGAN-GP, LSGAN, BEGAN, DRAGAN, Conditional GAN, InfoGAN, and Auxiliary Classifier GAN training methods

download-celebA-HQ

Python script to download the celebA-HQ dataset from google drive

pqtable

Fast search algorithm for product-quantized codes via hash-tables

Learning-to-See-in-the-Dark

Learning to See in the Dark. CVPR 2018

caffe-squeezeDet

faiss

A library for efficient similarity search and clustering of dense vectors.

caltech-pedestrian-dataset-converter

Download Caltech Pedestrian Dataset and convert them for Python users without using MATLAB

grabcutios

Image segmentation using GrabCut algorithm for iOS

jungle-dd-av-sk

Lepton

💻 Democratizing Snippet Management (macOS/Win/Linux)

kapre

kapre: Keras Audio Preprocessors

imgaug

Image augmentation for machine learning experiments.

preDict

Lightning fast spell correction / fuzzy search library based on SymSpell by Commerce-Experts