Top 23 Python Image processing Projects
Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.Project mention: [Question] Best approach for Optical Character recognition on large (20MB+) photos? | reddit.com/r/opencv | 2021-11-10
Try easyocr or Tesseract. Both are pretty easy to use and don't need much background in OpenCV.
Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125Project mention: Data augmentation strategies for object detection? Could you point me to good resources or best practices you know of? | reddit.com/r/computervision | 2021-10-30
You can definitely look at Albumentation - we had a ton of success working with this library https://github.com/albumentations-team/albumentations
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The friendly PIL fork (Python Imaging Library)Project mention: Python for Art | reddit.com/r/Python | 2022-01-19
https://python-pillow.org/ Python Imaging Library. great for processing images.
Python Script to download hundreds of images from 'Google Images'. It is a ready-to-run code!Project mention: Yararlı olabilecek Github Python repoları | reddit.com/r/AtaturkKutuphanesi | 2021-10-13
🎨 Generate and change color-schemes on the fly.Project mention: What programs exist to help with getting consistent colour themes across multiple programs? | reddit.com/r/commandline | 2021-12-30
OCRmyPDF adds an OCR text layer to scanned PDF files, allowing them to be searchedProject mention: ocrmypdf / file not found error? | reddit.com/r/learnpython | 2022-01-15
Hmm, same, now that I got to my computer. What version of python are you running? This github issue suggestes that 3.9 may fix it. Also, do you have Tessaract (not pytessaract) and Ghostscript installed?
Open Source Differentiable Computer Vision LibraryProject mention: Preprocessing for NN on GPU | reddit.com/r/computervision | 2021-10-04
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Segmentation models with pretrained backbones. PyTorch.Project mention: Advice needed | reddit.com/r/computervision | 2021-10-02
You could also use qubvel's segmentation models if you would like to explore semantic segmentation.
Image processing in PythonProject mention: Python: The Best Image Processing Libraries | dev.to | 2021-12-12
Scikit-image The Scikit-image library is a collection of image processing algorithms that are designed to be easy to use and understand. It includes algorithms for common tasks like edge detection, feature extraction, and image restoration. If you are just starting out in image processing, then this is a good library to check out!
Dataset format for AI. Build, manage, & visualize datasets for deep learning. Stream data real-time to PyTorch/TensorFlow & version-control it. https://activeloop.ai (by activeloopai)Project mention: The hand-picked selection of the best Python libraries released in 2021 | reddit.com/r/Python | 2021-12-21
🔎 Super-scale your images and run experiments with Residual Dense and Adversarial Networks.Project mention: [P] Tutorial on using image super-resolution without Photoshop | reddit.com/r/learnmachinelearning | 2021-12-11
The Open Source Framework for Machine VisionProject mention: Top 5 Python libraries for Computer vision | dev.to | 2021-05-06
SimpleCV - SimpleCV is a framework for Open Source Machine Vision, using OpenCV and the Python programming language. It provides a concise, readable interface for cameras, image manipulation, feature extraction, and format conversion. Our mission is to give casual users a comprehensive interface for basic machine vision functions and an elegant programming interface for advanced users.
Rembg is a tool to remove images background.Project mention: The usefulness of removing backgrounds | reddit.com/r/photogrammetry | 2022-01-04
there is this software writed in python https://github.com/danielgatis/rembg
A set of tools for extracting tables from PDF files helping to do data mining on (OCR-processed) scanned documents.
A Python package for interactive mapping with Google Earth Engine, ipyleaflet, and ipywidgets.Project mention: Software suggestion? | reddit.com/r/remotesensing | 2021-12-18
Good place to start is: https://geemap.org/
:movie_camera: Python and OpenCV-based scene cut/transition detection program & library.Project mention: Auto-splitter when an area on the screen changes | reddit.com/r/moviepy | 2021-12-26
I do this using pyscenedetect. It is a command line tool that also has python bindings you can use so that it can all be scripted. For your use-case in which it is color based scene transitions, you would want to use the content detector. It can not only detect your scene transitions, but can also use a tool like mkvmerge to split the video into individual scenes. I personally use this to detect scene transitions and then use moviepy to annotate over the top of the video using text clips all in a single script.
PyWavelets - Wavelet Transforms in PythonProject mention: Doubt on pywavelets (frequency of wavelet) | reddit.com/r/DSP | 2021-04-18
Pywavelets is open sourced under the MIT license. If you are curious about the way a function is implemented, you can look the implementation on GitHub.
pytorch structural similarity (SSIM) lossProject mention: Pytorch SSIM and PSNR metrics? | reddit.com/r/learnmachinelearning | 2021-04-24
I've used this before for SSIM it worked pretty well, just remember it's a similarity measure when you're calculating your loss.
Toolbox of models, callbacks, and datasets for AI/ML researchers.
A Python library for alpha matting
Manga/Comics Translation Helper ToolProject mention: Natural language processing @努力的沙鱼人 | reddit.com/r/arknights | 2021-06-07
Btw, I am looking into AI-based text OCR/removal/replacement software for faster TS, similar to this. Any recommendations, plz let me know. Thanks.
:camera_flash: Fast batch image resizer and rotatorProject mention: imgp v2.8 - high-performance cli batch image resizer and rotator maintenance release! | reddit.com/r/commandline | 2021-12-01
yolo(all versions) implementation in keras and tensorflow 2.xProject mention: How to write a resume for python / ML jobs? | reddit.com/r/learnmachinelearning | 2021-02-06
my most useful project is yolo object detector implementation in tf2 and I'm currently working on 2 other projects, one of which is the implementation of various drl algorithms in tf and the other project will be based on the latter and it's concerned with trading. The rest are more of scripts rather than projects ex: web scraping, file management, programming challenges ...
Python Image processing related posts
Show HN: Bulk convert images online without sending to server
5 projects | news.ycombinator.com | 23 Jan 2022
Software for reading PDF files that don't let you use CTRL + F?
1 project | reddit.com/r/Archivists | 11 Jan 2022
Software for reading PDF files that don't let you use CTRL + F?
2 projects | reddit.com/r/DataHoarder | 11 Jan 2022
The usefulness of removing backgrounds
1 project | reddit.com/r/photogrammetry | 4 Jan 2022
Rickroll using rickroll
2 projects | reddit.com/r/rickroll | 1 Jan 2022
What programs exist to help with getting consistent colour themes across multiple programs?
1 project | reddit.com/r/commandline | 30 Dec 2021
NEED HELP: run rofi with theme generated by pywal
2 projects | reddit.com/r/qtools | 27 Dec 2021
What are some of the best open-source Image processing projects in Python? This list will help you:
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