Textboxes implementation with Tensorflow (python)

Related tags

Computer Visionocr
Overview

tb_tensorflow

A python implementation of TextBoxes

Dependencies

  • TensorFlow r1.0
  • OpenCV2

Code from Chaoyue Wang

03/09/2017 Update:

1.Debugging optimizer function in trainer.py, still with same issue.
2.Fixed several bugs of match box computation.

03/05/2017 Update:

1.Changed and added image processing function to pre and post process input and output data.
2.Tested training, but optimizer initialization function has segmentation fault issue.

03/03/2017 Update:

1.Added svt_data_loader.py to parse svt dataset xml config file.
2.Modified trainer.py to adapt textboxes training and test.

03/01/2017 Update:

1.Revised default_boxes function to use numpy ndarray. Because TextBoxes need more default boxes than SSD, python list cannot handle them.
2.Adjusted the architecture of directory.

02/25/2017 Update:

1.Revised convolution layers setting.
2.Removed useless functions(webcam support).

02/22/2017 Update:

1.Forked reference code from seann999/ssd_tensorflow.

Owner
Jayne Shin (신재인)
Humble 🙏 Hungry 👁 Smart 🧠
Jayne Shin (신재인)
2 telegram-bots: for image recognition and for text generation

💻 📱 Telegram_Bots 🔎 & 📖 2 telegram-bots: for image recognition and for text generation. About Image recognition bot: User sends a photo and bot de

Marina Polukoshko 1 Jan 27, 2022
📷 This repository is focused on having various feature implementation of OpenCV in Python.

📷 This repository is focused on having various feature implementation of OpenCV in Python. The aim is to have a minimal implementation of all OpenCV features together, under one roof.

Aditya Kumar Gupta 128 Dec 04, 2022
A simple QR-Code Reader in Python

A simple QR-Code Reader written in Python, that copies the content of a QR-Code directly into the copy clipboard.

Eric 1 Oct 28, 2021
SCOUTER: Slot Attention-based Classifier for Explainable Image Recognition

SCOUTER: Slot Attention-based Classifier for Explainable Image Recognition PDF Abstract Explainable artificial intelligence has been gaining attention

87 Dec 26, 2022
3点クリックで円を指定し、極座標変換を行うサンプルプログラム

click-warpPolar 3点クリックで円を指定し、極座標変換を行うサンプルプログラムです。 Requirements OpenCV 3.4.2 or Later Usage 実行方法は以下です。 起動後、マウスで3点をクリックし円を指定してください。 python click-warpPol

KazuhitoTakahashi 17 Dec 30, 2022
A simple OCR API server, seriously easy to be deployed by Docker, on Heroku as well

ocrserver Simple OCR server, as a small working sample for gosseract. Try now here https://ocr-example.herokuapp.com/, and deploy your own now. Deploy

Hiromu OCHIAI 541 Dec 28, 2022
a micro OCR network with 0.07mb params.

MicroOCR a micro OCR network with 0.07mb params. Layer (type) Output Shape Param # Conv2d-1 [-1, 64, 8,

william 29 Aug 06, 2022
OpenMMLab Text Detection, Recognition and Understanding Toolbox

Introduction English | 简体中文 MMOCR is an open-source toolbox based on PyTorch and mmdetection for text detection, text recognition, and the correspondi

OpenMMLab 3k Jan 07, 2023
Framework for the Complete Gaze Tracking Pipeline

Framework for the Complete Gaze Tracking Pipeline The figure below shows a general representation of the camera-to-screen gaze tracking pipeline [1].

Pascal 20 Jan 06, 2023
A novel region proposal network for more general object detection ( including scene text detection ).

DeRPN: Taking a further step toward more general object detection DeRPN is a novel region proposal network which concentrates on improving the adaptiv

Deep Learning and Vision Computing Lab, SCUT 151 Dec 12, 2022
Handwritten Text Recognition (HTR) using TensorFlow 2.x

Handwritten Text Recognition (HTR) system implemented using TensorFlow 2.x and trained on the Bentham/IAM/Rimes/Saint Gall/Washington offline HTR data

Arthur Flôr 160 Dec 21, 2022
Generating .npy dataset and labels out of given image, containing numbers from 0 to 9, using opencv

basic-dataset-generator-from-image-of-numbers generating .npy dataset and labels out of given image, containing numbers from 0 to 9, using opencv inpu

1 Jan 01, 2022
Train custom VR face tracking parameters

Pal Buddy Guy: The anipal's best friend This is a small script to improve upon the tracking capabilities of the Vive Pro Eye and facial tracker. You c

7 Dec 12, 2021
Markup for note taking

Subtext: markup for note-taking Subtext is a text-based, block-oriented hypertext format. It is designed with note-taking in mind. It has a simple, pe

Gordon Brander 224 Jan 01, 2023
This Repository contain Opencv Projects in python

Python-Opencv OpenCV OpenCV (Open Source Computer Vision Library) is an open source computer vision and machine learning software library. OpenCV was

Yash Sakre 2 Nov 06, 2021
Validate and transform various OCR file formats (hOCR, ALTO, PAGE, FineReader)

ocr-fileformat Validate and transform between OCR file formats (hOCR, ALTO, PAGE, FineReader) Installation Docker System-wide Usage CLI GUI API Transf

Universitätsbibliothek Mannheim 152 Dec 20, 2022
PAGE XML format collection for document image page content and more

PAGE-XML PAGE XML format collection for document image page content and more For an introduction, please see the following publication: http://www.pri

PRImA Research Lab 46 Nov 14, 2022
かの有名なあの東方二次創作ソング、「bad apple!」のMVをPythonでやってみたって話

bad apple!! 内容 このプログラムは、bad apple!(feat. nomico)のPVをPythonを用いて再現しよう!という内容です。 実はYoutube並びにGithub上に似たようなプログラムがあったしなんならそっちの方が結構良かったりするんですが、一応公開しますw 使い方 こ

赤紫 8 Jan 05, 2023
Binarize document images

Binarization Binarization for document images Examples Introduction This tool performs document image binarization (i.e. transform colour/grayscale to

QURATOR-SPK 48 Jan 02, 2023
Automatically resolve RidderMaster based on TensorFlow & OpenCV

AutoRiddleMaster Automatically resolve RidderMaster based on TensorFlow & OpenCV 基于 TensorFlow 和 OpenCV 实现的全自动化解御迷士小马谜题 Demo How to use Deploy the ser

神龙章轩 5 Nov 19, 2021