Loovelj's repositories

1ZLAB_OpenCV_Handwriting

OpenCV手写字体识别专题教程主要侧重的是对手写数字样本的采集与预处理部分, 主要包括图像透视变换,二值化,联通阈检索,字符分割。

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albumentations

fast image augmentation library and easy to use wrapper around other libraries

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Algorithm_Interview_Notes-Chinese

2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记

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awesome-deep-text-detection-recognition

A curated list of resources for text detection/recognition (optical character recognition ) with deep learning methods.

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awesome-machine-learning

Learning Resources And Links Of Machine Learning(updating)

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calamari

OCR Engine based on OCRopy and Kraken

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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

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crnn_chinese_characters_rec

chinese characters recognition

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cs230-code-examples

Code examples in pyTorch and Tensorflow for CS230

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ctw-baseline

Baseline methods for [CTW dataset](https://ctwdataset.github.io/)

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Data-Analysis

Data Analysis Using Python

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fork-slim

fork tensorflow slim, training with my data and fine-tuning

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learn_tf

TensorFlow: learn and practice

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masktextspotter.caffe2

The code of "Mask TextSpotter: An End-to-End Trainable Neural Network for Spotting Text with Arbitrary Shapes"

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math-formula-recognition

Math formula recognition (Images to LaTeX strings)

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OCR_EVALUATION

Modified by icdar codes for OCR results evaluation(detection or end-to-end recognition results). For more details, please see my blog:

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pdfplumber

Plumb a PDF for detailed information about each char, rectangle, line, et cetera — and easily extract text and tables.

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pixel-anchor-link-and-text-detector-experience

结合实际项目经验谈文本检测,顺便展示一下我们只用合成数据训练的通用印刷体文本检测算法pixel-anchor-link

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Python

All Algorithms implemented in Python

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python-opencv-rectangle-tracker

Use python and opencv to track a piece of letter-size printer paper while it's being written on.

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TensorExpand

集成包

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tensorflow-in-depth

The repo of TensorFlow In Depth(2018).

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tensorflow_cookbook

Code for Tensorflow Machine Learning Cookbook

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tensorpack

A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility

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text_renderer

Generate text images for training deep learning ocr model

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tf_serving_example

Deployment of TensorFlow models into production with TensorFlow Serving, Docker, Kubernetes and Microsoft Azure

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tutorials

机器学习相关教程

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