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chinese-ocr

[python3.6] 运用tf实现自然场景文字检测,keras/pytorch实现ctpn+crnn+ctc实现不定长场景文字OCR识别

chinese_ocr

CTPN + DenseNet + CTC based end-to-end Chinese OCR implemented using tensorflow and keras

crnn_ctc_ocr.tensorflow

Extremely simple implement for CRNN by Tensorflow

cs231n

cs231n assignments

cs231n-2017-summary

After watching all the videos of the famous Standford's CS231n course that took place in 2017, i decided to take summary of the whole course to help me to remember and to anyone who would like to know about it. I've skipped some contents in some lectures as it wasn't important to me.

deep_learning_notes

deeplearningbook学习笔记，来自于 http://www.deeplearningbook.org

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

deeplearning_ai_books

deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）

east

A tensorflow implementation of EAST text detector

hgcn

The code of AAAI2021 paper of HGCN for Traffic Forecasting

machine-learning-notes

My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (1500+ slides) 我不间断更新的机器学习，概率模型和深度学习的讲义(1500+页)和视频链接

notes4cs231n

结合cs231n笔记和幻灯片，简单地总结所学习的内容

ntu-hsuantienlin-machinelearning

onedrived-dev

A Microsoft OneDrive client for Linux, written in Python3.

pdf

编程电子书，电子书，编程书籍，包括C，C#，Docker，Elasticsearch，Git，Hadoop，HeadFirst，Java，Javascript，jvm，Kafka，Linux，Maven，MongoDB，MyBatis，MySQL，Netty，Nginx，Python，RabbitMQ，Redis，Scala，Solr，Spark，Spring，SpringBoot，SpringCloud，TCPIP，Tomcat，Zookeeper，人工智能，大数据类，并发编程，数据库类，数据挖掘，新面试题，架构设计，算法系列，计算机类，设计模式，软件测试，重构优化，等更多分类

psenet-tensorflow

TensorFlow implementation of PSENet text detector (Shape Robust Text Detection with Progressive Scale Expansion Networkt)

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-handbook

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行

pytorch-yolo-v1

an experiment for yolo-v1, including training and testing.

pytorch-yolov3

Minimal PyTorch implementation of YOLOv3

pytorch-yolov3-kitti

use yolov3 pytorch to train kitti

scalabooks

List of Scala books. (PDF download)

tablebank

tensorflow-2.x-tutorials

TensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT examples, etc. TF 2.0版入门实例代码，实战教程。

tensorflow-course

Simple and ready-to-use tutorials for TensorFlow

text_renderer

Generate text images for training deep learning ocr model

traffic-transformer

vod-converter

Convert between visual object detection datasets

yolov5s_bdd100k

Train a yolo v5 object detection model on Bdd100k dataset