ganji's repositories
Structured-Self-Attention
A Structured Self-attentive Sentence Embedding
ExtremeNet
Bottom-up Object Detection by Grouping Extreme and Center Points
quantized_distillation
Implements quantized distillation. Code for our paper "Model compression via distillation and quantization"
torchcv
A PyTorch-Based Framework for Deep Learning in Computer Vision
E2E-MLT
E2E-MLT - an Unconstrained End-to-End Method for Multi-Language Scene Text
MORAN_v2
MORAN: A Multi-Object Rectified Attention Network for Scene Text Recognition
SAR-Strong-Baseline-for-Text-Recognition
SAR: A Simple and Strong Baseline for Irregular Text Recognition
pytorch-openai-transformer-lm
A PyTorch implementation of OpenAI's finetuned transformer language model with a script to import the weights pre-trained by OpenAI
fonts
Patched fonts for Powerline users.
SceneTextPapers
Tracking the latest progress in Scene Text Detection and Recognition: Must-read papers well organized
pytorch-qrnn
PyTorch implementation of the Quasi-Recurrent Neural Network - up to 16 times faster than NVIDIA's cuDNN LSTM
FOTS.PyTorch
FOTS Pytorch Implementation
pytorch-kaldi
pytorch-kaldi is a project for developing state-of-the-art DNN/RNN hybrid speech recognition systems. The DNN part is managed by pytorch, while feature extraction, label computation, and decoding are performed with the kaldi toolkit.
rethinking-network-pruning
Rethinking the Value of Network Pruning (Pytorch)
attn2d
Pervasive Attention: 2D Convolutional Networks for Sequence-to-Sequence Prediction
helit
My machine learning/computer vision library for all of my recent papers, plus algorithms that I just like.
OCR
Tensorflow re-implementation of the recognition part the paper "Deep TextSpotter: An End-to-End Trainable Scene Text Localization and Recognition Framework"
cycada_release
Code to accompany ICML 2018 paper
SynthText_Chinese_version
Modify from https://github.com/ankush-me/SynthText.git to generate chinese character
transferlearning
Everything about Transfer Learning and Domain Adaptation--迁移学习
deep-transfer-learning
A collection of implementations of deep domain adaptation algorithms
RL-Adventure-2
PyTorch0.4 implementation of: actor critic / proximal policy optimization / acer / ddpg / twin dueling ddpg / soft actor critic / generative adversarial imitation learning / hindsight experience replay
see
Code for the AAAI 2018 publication "SEE: Towards Semi-Supervised End-to-End Scene Text Recognition"
DeepCompression-PyTorch
Learning both Weights and Connections for Efficient Neural Networks https://arxiv.org/abs/1506.02626
sphereface_pytorch
A PyTorch Implementation of SphereFace.
Variational-NMT
Variational Neural Machine Translation System
pytorch-adda
A PyTorch implementation for Adversarial Discriminative Domain Adaptation
Augmentor
Image augmentation library in Python for machine learning.
undreamt
Unsupervised Neural Machine Translation