realzheng's repositories

alpr-unconstrained

License Plate Detection and Recognition in Unconstrained Scenarios

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Augmentor

Image augmentation library in Python for machine learning.

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Awesome-Scene-Text-Recognition

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

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caffe2

Caffe2 is a lightweight, modular, and scalable deep learning framework.

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caffe_ocr

主流ocr算法研究实验性的项目,目前实现了CNN+BLSTM+CTC架构

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CarND-LaneLines-P1

Lane Finding Project for Self-Driving Car ND

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CTPN

Detecting Text in Natural Image with Connectionist Text Proposal Network

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hed

code for Holistically-Nested Edge Detection

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iOS_Tensorflow_ObjectDetection_Example

An iOS application of Tensorflow Object Detection with different models: SSD with Mobilenet, SSD with InceptionV2, Faster-RCNN-resnet101

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labelImg

:metal: LabelImg is a graphical image annotation tool and label object bounding boxes in images

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models

Models built with TensorFlow

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MSEC

Mass Service Engine in Cluster(MSEC) is opened source by QQ team from Tencent. It is a backend DEV &OPS engine, including RPC,name finding,load balance,monitoring,release and capacity management.

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mtcnn

C++ project to implement MTCNN, a perfect face detect algorithm, on different DL frameworks. The most popular frameworks: caffe/mxnet/tensorflow, are all suppported now

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MTCNN-light

this repository is the implementation of MTCNN with no framework, Just need opencv and openblas, support linux and windows

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MTCNN_face_detection_alignment

Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Neural Networks

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mtcnn_light_self_adaption

mtcnn-light version of adaptive image size

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OpenBLAS

OpenBLAS is an optimized BLAS library based on GotoBLAS2 1.13 BSD version.

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slp2-pdf

Speech and Language Processing, 2nd Edition in PDF format

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SynthText

Code for generating synthetic text images as described in "Synthetic Data for Text Localisation in Natural Images", Ankush Gupta, Andrea Vedaldi, Andrew Zisserman, CVPR 2016.

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SynthText_Chinese_version

Modify from https://github.com/ankush-me/SynthText.git to generate chinese character

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tensorflow-cmake

Integrate TensorFlow with CMake projects effortlessly

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tensorflow-ocr

🖺 OCR using tensorflow with attention

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tensorflow_template_application

TensorFlow template application for deep learning

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text-detection-ctpn

text detection mainly based on ctpn model in tensorflow, id card detect, connectionist text proposal network

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traffic-sign-detection

Real-time traffic sign detection using Gielis curves

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voctree

Efficient Large-scale Image Search With a Vocabulary Tree

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warp-ctc

Fast parallel CTC.

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