A buffered and threaded wrapper for the OpenCV VideoCapture object. Can speed up video decoding significantly. Supports

Overview

# CV2 Threaded Video Capture

Not much to say here, it enables you to read an entire video or a number of frames from a video in an extra thread with some nice syntax.

This project was initially part of my video synopsis project, wich is why the config dict() is required.

### Full video

from VideoReader import VideoReader import os

fileName = "out.mp4" dirName = os.path.join(os.path.dirname(__file__), "generate test footage")

config = {} config["inputPath"] = os.path.join(dirName, fileName) config["videoBufferLength"] = 100

with VideoReader(config) as reader:
while not reader.videoEnded():
framenumber, frame = reader.pop() print(framenumber)

### Selection of Frames

from VideoReader import VideoReader import os

fileName = "out.mp4" dirName = os.path.join(os.path.dirname(__file__), "generate test footage")

config = {} config["inputPath"] = os.path.join(dirName, fileName) config["videoBufferLength"] = 100

frameList = list(range(100, 500))

with VideoReader(config, frameList) as reader:
while not reader.videoEnded():
framenumber, frame = reader.pop() print(framenumber)
Owner
Patrice Matz
IT-Consultant
Patrice Matz
Code for the head detector (HeadHunter) proposed in our CVPR 2021 paper Tracking Pedestrian Heads in Dense Crowd.

Head Detector Code for the head detector (HeadHunter) proposed in our CVPR 2021 paper Tracking Pedestrian Heads in Dense Crowd. The head_detection mod

Ramana Subramanyam 76 Dec 06, 2022
Scan the MRZ code of a passport and extract the firstname, lastname, passport number, nationality, date of birth, expiration date and personal numer.

PassportScanner Works with 2 and 3 line identity documents. What is this With PassportScanner you can use your camera to scan the MRZ code of a passpo

Edwin Vermeer 441 Dec 24, 2022
Application that instantly translates sign-language to letters.

Sign Language Translator Project Description The main purpose of project is translating sign-language to letters. In accordance with this purpose we d

3 Sep 29, 2022
This repository contains the code for the paper "SCANimate: Weakly Supervised Learning of Skinned Clothed Avatar Networks"

SCANimate: Weakly Supervised Learning of Skinned Clothed Avatar Networks (CVPR 2021 Oral) This repository contains the official PyTorch implementation

Shunsuke Saito 235 Dec 18, 2022
OCR of Chicago 1909 Renumbering Plan

Requirements: Python 3 (probably at least 3.4) pipenv (pip3 install pipenv) tesseract (brew install tesseract, at least if you have a mac and homebrew

ted whalen 2 Nov 21, 2021
Optical character recognition for Japanese text, with the main focus being Japanese manga

Manga OCR Optical character recognition for Japanese text, with the main focus being Japanese manga. It uses a custom end-to-end model built with Tran

Maciej Budyś 327 Jan 01, 2023
A document scanner application for laptops/desktops developed using python, Tkinter and OpenCV.

DcoumentScanner A document scanner application for laptops/desktops developed using python, Tkinter and OpenCV. Directly install the .exe file to inst

Harsh Vardhan Singh 1 Oct 29, 2021
Textboxes_plusplus implementation with Tensorflow (python)

TextBoxes++-TensorFlow TextBoxes++ re-implementation using tensorflow. This project is greatly inspired by slim project And many functions are modifie

81 Dec 07, 2022
Tool which allow you to detect and translate text.

Text detection and recognition This repository contains tool which allow to detect region with text and translate it one by one. Description Two pretr

Damian Panek 176 Nov 28, 2022
docstrum

Docstrum Algorithm Getting Started This repo is for developing a Docstrum algorithm presented by O’Gorman (1993). Disclaimer This source code is built

Chulwoo Mike Pack 54 Dec 13, 2022
Developed an AI-based system to control the mouse cursor using Python and OpenCV with the real-time camera.

Developed an AI-based system to control the mouse cursor using Python and OpenCV with the real-time camera. Fingertip location is mapped to RGB images to control the mouse cursor.

Ravi Sharma 71 Dec 20, 2022
Code release for our paper, "SimNet: Enabling Robust Unknown Object Manipulation from Pure Synthetic Data via Stereo"

SimNet: Enabling Robust Unknown Object Manipulation from Pure Synthetic Data via Stereo Thomas Kollar, Michael Laskey, Kevin Stone, Brijen Thananjeyan

68 Dec 14, 2022
Comparison-of-OCR (KerasOCR, PyTesseract,EasyOCR)

Optical Character Recognition OCR (Optical Character Recognition) is a technology that enables the conversion of document types such as scanned paper

21 Dec 25, 2022
A tensorflow implementation of EAST text detector

EAST: An Efficient and Accurate Scene Text Detector Introduction This is a tensorflow re-implementation of EAST: An Efficient and Accurate Scene Text

2.9k Jan 02, 2023
Provides OCR (Optical Character Recognition) services through web applications

OCR4all As suggested by the name one of the main goals of OCR4all is to allow basically any given user to independently perform OCR on a wide variety

174 Dec 31, 2022
Code for the paper "Controllable Video Captioning with an Exemplar Sentence"

SMCG Code for the paper "Controllable Video Captioning with an Exemplar Sentence" Introduction We investigate a novel and challenging task, namely con

10 Dec 04, 2022
An easy to use an (hopefully useful) captcha solution for pyTelegramBotAPI

pyTelegramBotCAPTCHA An easy to use and (hopefully useful) image CAPTCHA soltion for pyTelegramBotAPI. Installation: pip install pyTelegramBotCAPTCHA

29 Dec 26, 2022
SemTorch

SemTorch This repository contains different deep learning architectures definitions that can be applied to image segmentation. All the architectures a

David Lacalle Castillo 154 Dec 07, 2022
Distilling Knowledge via Knowledge Review, CVPR 2021

ReviewKD Distilling Knowledge via Knowledge Review Pengguang Chen, Shu Liu, Hengshuang Zhao, Jiaya Jia This project provides an implementation for the

DV Lab 194 Dec 28, 2022
A tool for extracting text from scanned documents (via OCR), with user-defined post-processing.

The project is based on older versions of tesseract and other tools, and is now superseded by another project which allows for more granular control o

Maxim 32 Jul 24, 2022