hwalsuklee

neural-networks-and-deep-learning

Code samples for my book "Neural Networks and Deep Learning"

awesome-semantic-segmentation

:metal: awesome-semantic-segmentation

progressive_growing_of_gans

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

ssd.pytorch

A PyTorch Implementation of Single Shot MultiBox Detector

handong1587.github.io

crnn

Convolutional Recurrent Neural Network (CRNN) for image-based sequence recognition.

Awesome-Scene-Text-Recognition

A curated list of resources dedicated to scene text localization and recognition

awesome-ocr

A curated list of promising OCR resources

Attention-OCR

Visual Attention based OCR

attention-ocr

A Tensorflow model for text recognition (CNN + seq2seq with visual attention) available as a Python package and compatible with Google Cloud ML Engine.

bayesgan

Tensorflow code for the Bayesian GAN (https://arxiv.org/abs/1705.09558) (NIPS 2017)

welcome_tutorials

Various tutorials given for welcoming new students at MILA.

deep_complex_networks

Implementation related to the Deep Complex Networks

tensorflow-ocr

🖺 OCR using tensorflow with attention

NAS-Bench-201

NAS-Bench-201 API and Instruction

CS231

My corrections for the Standford class assingments CS231n - Convolutional Neural Networks for Visual Recognition

diracnets

Training Very Deep Neural Networks Without Skip-Connections

cnn_lstm_ctc_ocr

Tensorflow-based CNN+LSTM trained with CTC-loss for OCR

awesome-object-proposals

A curated list of object proposals resources for object detection

CNN_LSTM_CTC_Tensorflow

CNN+LSTM+CTC based OCR implemented using tensorflow.

lstm_ctc_ocr

Use CTC + tensorflow to OCR

Deep-Learning-for-OCR

This is a reading list for deep learning for OCR

DeepTextSpotter

seglink

Detecting text by linking segments.

ocr-text-extraction

A simple program to extract the text from an image before performing OCR

SSTD

Single Shot Text Detector with Regional Attention

adv_attack_capsnet

Tensorflow Implementation of Adversarial Attack to Capsule Networks

Text-Detection-with-FRCN

Text-Detection-using-py-faster-rcnn-framework

shinTB

Textboxes : Image Text Detection Model : python package (tensorflow)

tensorflow-mnist-AAE

Tensorflow implementation of adversarial auto-encoder for MNIST