algo

Set up a personal IPSEC VPN in the cloud

attention_ocr.pytorch

This repository implements the the encoder and decoder model with attention model for OCR

awesome

:sunglasses: Curated list of awesome lists

awesome-computer-vision

A curated list of awesome computer vision resources

awesome-python

A curated list of awesome Python frameworks, libraries, software and resources

awesome-rnn

Recurrent Neural Network - A curated list of resources dedicated to RNN

awesome-torch

A curated list of awesome Torch tutorials, projects and communities

batch-feature-erasing-network

Official source code of Batch Feature Erasing for Person Re-identification and Beyond

cascade-rcnn_pytorch

An implementation of Cascade R-CNN: Delving into High Quality Object Detection.

crnn-pytorch

Pytorch implementation of OCR system using CRNN + CTCLoss

dafrcnn-pytorch

Domain Adaptive Faster R-CNN in PyTorch

data-science-ipython-notebooks

Continually updated data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

deep_sort_pytorch

MOT tracking using deepsort yolo3 with pytorch

deoldify

A Deep Learning based project for colorizing and restoring old images

distiller

Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://nervanasystems.github.io/distiller

dropblock

Implementation of DropBlock: A regularization method for convolutional networks in PyTorch.

dsfd.pytorch

Robust Face Detection using Dual Shot Face Detection

east

This is a pytorch re-implementation of EAST: An Efficient and Accurate Scene Text Detector.

embeddingdistillation

Learning Metrics from Teachers: Compact Networks for Image Embedding (CVPR19)

espnetv2

A light-weight, power efficient, and general purpose convolutional neural network

faceboxes-pytorch

A PyTorch Implementation of FaceBoxes

faizwhb

fcos

FCOS: Fully Convolutional One-Stage Object Detection

generalalgorithms

This repository is for learning and understanding how algorithms work.

generative-models

Annotated, understandable, and visually interpretable PyTorch implementations of: VAE, BIRVAE, NSGAN, MMGAN, WGAN, WGANGP, LSGAN, DRAGAN, BEGAN, RaGAN, InfoGAN, fGAN, FisherGAN

handong1587.github.io

image-similarity-using-deep-ranking

🖼️ PyTorch implementation of "Learning Fine-grained Image Similarity with Deep Ranking" (arXiv:1404.4661)

imageclassification

Finetuning PreTrained ImageNet Trained Models for Image Classification

kalman-and-bayesian-filters-in-python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

knowledge-distillation-pytorch

A PyTorch implementation for exploring deep and shallow knowledge distillation (KD) experiments with flexibility