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Top 23 Python OpenCV Projects
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Project mention: Webscraping/Browser Automation With User Settings Available? | reddit.com/r/learnprogramming | 2022-09-19
# https://github.com/tebelorg/RPA-Python import rpa as r import time r.init() r.url('https://www.youtube.com/feed/channels') time.sleep(4) r.snap('page', 'results.png') r.close()
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InfluxDB
Access the most powerful time series database as a service. Ingest, store, & analyze all types of time series data in a fully-managed, purpose-built database. Keep data forever with low-cost storage and superior data compression.
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vidgear
A High-performance cross-platform Video Processing Python framework powerpacked with unique trailblazing features :fire:
Project mention: Need help to choose toolchain for setting up a video streaming server on my PC. | reddit.com/r/learnpython | 2023-02-23I've been googling and reading for a while but I'm very unsure about which tools I need, which tools will help me achieve what I want the easiest way. What about (pylivestream)[https://pypi.org/project/pylivestream/] for example? Will this do the job for me? What about a lower level approach including (pyopencv)[https://pypi.org/project/opencv-python/]? What about a higher level approach using (vidgear)[https://github.com/abhiTronix/vidgear], which seems promising but I don't feel confident in assessing if it's the tool I really need?
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PySceneDetect
:movie_camera: Python and OpenCV-based scene cut/transition detection program & library.
Project mention: Split video into clips or subclips, based on gaps in audio | reddit.com/r/moviepy | 2023-02-26I saw this library as well https://github.com/Breakthrough/PySceneDetect and I wonder if that might be helpful?
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video-to-ascii
It is a simple python package to play videos in the terminal using characters as pixels
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Sonar
Write Clean Python Code. Always.. Sonar helps you commit clean code every time. With over 225 unique rules to find Python bugs, code smells & vulnerabilities, Sonar finds the issues while you focus on the work.
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Project mention: Using TensorFlow and the Serverless Framework for deep learning and image recognition | dev.to | 2022-05-31
As a hobby, I port a lot of libraries to make the serverless friendly. You can look at them here. They all have an MIT license, so feel free to modify and use them for your project.
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Project mention: Scientists Create AI-Powered Laser Turret That Kills Cockroaches | reddit.com/r/technology | 2022-10-22
The GitHub codebase hasn't been touched in 10 months or so. Ildar Rakhmatulin, are you just stringing us along? PM me if you would like some help!
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A Linux library for this which uses Python, TenorFlow and Numpy is available: Yinguobing Library
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speed-camera
A Unix, Windows, Raspberry Pi Object Speed Camera using python, opencv, video streaming, motion tracking. Includes a Standalone Web Server Interface, Image Search using opencv template match and a whiptail Admin Menu Interface Includes picam and webcam Plugins for motion track security camera configuration including rclone sync script. watch-app allows remotely controller camera configuration from a remote storage service name. Uses sqlite3 and gnuplot for reporting. Recently added openalpr l
Project mention: Is it illegal to record the speed of motorists in front of my house? | reddit.com/r/nova | 2023-02-18https://github.com/pageauc/speed-camera idk if this is it but this concept is sick
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CSI-Camera
Simple example of using a CSI-Camera (like the Raspberry Pi Version 2 camera) with the NVIDIA Jetson Developer Kit
Project mention: [Question] I am unable to use open a Raspberry Pi camera with OpenCV in C++. I get this gstreamer error, which doesn't happen if trying to open a video stored locally. I found nothing helpful online for C++, as it's mostly Python. | reddit.com/r/opencv | 2022-12-22 -
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pibooth
The pibooth project provides a Photo Booth application out-of-the-box for Raspberry Pi and opencv compatible devices
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Project mention: [OpenCV][Python] OMRChecker is participating in hacktoberfest! | reddit.com/r/hacktoberfest | 2022-10-01
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Pine
:evergreen_tree: Aimbot powered by real-time object detection with neural networks, GPU accelerated with Nvidia. Optimized for use with CS:GO. (by petercunha)
Project mention: Microsoft are actually the ones to bring Fortnite to Linux | reddit.com/r/linux_gaming | 2022-05-05 -
Face-tracking-with-Anime-characters
Hello! I have made a Python project where YURI from the game doki doki literature club accesses the webcam and stares directly into the players soul. Hope you enjoy!
You can also see a fun face tracking project I made, but computer vision might be too much for middle school
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Traffic-Signal-Violation-Detection-System
A Computer Vision based Traffic Signal Violation Detection System from video footage using YOLOv3 & Tkinter. (GUI Included)
Project mention: Traffic Signal Violation Detection System using Computer Vision - copyassignment.com | reddit.com/r/programming | 2022-06-04Traffic Signal Violation Detection System Github link
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Image-Processing-Node-Editor
処理の検証や比較検討での用途を想定したノードエディターベースの画像処理アプリ(A node editor-based image processing application intended for use in processing verification and comparison studies)
Project mention: [Discussion] Python: GUI library that works well with OpenCV? | reddit.com/r/opencv | 2023-02-09Possibly, it's possible with Dear PyGui (available under an MIT license). See this Youtube tutorial and Github. Here is another example of video (at lower resolution) with Dear PyGui.
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NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
The latest post mention was on 2023-03-17.
Python OpenCV related posts
- What happens when this hits 10,000? I play for nothing?
- git-sim
- Add Ranked Floors
- Split video into clips or subclips, based on gaps in audio
- Need help to choose toolchain for setting up a video streaming server on my PC.
- Is it illegal to record the speed of motorists in front of my house?
- Config properties not set programatically
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www.saashub.com | 25 Mar 2023
Index
What are some of the best open-source OpenCV projects in Python? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | RPA-Python | 3,796 |
| 2 | git-sim | 3,316 |
| 3 | OpenSfM | 2,840 |
| 4 | vidgear | 2,700 |
| 5 | PySceneDetect | 1,928 |
| 6 | video-to-ascii | 1,490 |
| 7 | ASCII-generator | 1,311 |
| 8 | lambda-packs | 1,087 |
| 9 | Laser_control | 1,036 |
| 10 | head-pose-estimation | 986 |
| 11 | ncappzoo | 943 |
| 12 | speed-camera | 800 |
| 13 | CSI-Camera | 683 |
| 14 | caer | 679 |
| 15 | multi-object-tracker | 610 |
| 16 | pibooth | 557 |
| 17 | qbr | 516 |
| 18 | cmdpxl | 475 |
| 19 | OMRChecker | 461 |
| 20 | Pine | 396 |
| 21 | Face-tracking-with-Anime-characters | 378 |
| 22 | Traffic-Signal-Violation-Detection-System | 351 |
| 23 | Image-Processing-Node-Editor | 322 |
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