Top 23 Python Image processing Projects

• EasyOCR

  38 22,049 3.6 Python

  Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.

  

Project mention: Leveraging GPT-4 for PDF Data Extraction: A Comprehensive Guide | dev.to | 2023-12-27

PyTesseract Module [ Github ] EasyOCR Module [ Github ] PaddlePaddle OCR [ Github ]

• rembg

  52 14,628 7.9 Python

  Rembg is a tool to remove images background

Project mention: Rembg: Tool to Remove Images Background | news.ycombinator.com | 2024-03-19

• InfluxDB

  www.influxdata.com featured

  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

• supervision

  15 14,068 9.9 Python

  We write your reusable computer vision tools. 💜

  

Project mention: Supervision: Reusable Computer Vision | news.ycombinator.com | 2024-03-24

You can always slice the images into smaller ones, run detection on each tile, and combine results. Supervision has a utility for this - https://supervision.roboflow.com/latest/detection/tools/infe..., but it only works with detections. You can get a much more accurate result this way. Here is some side-by-side comparison: https://github.com/roboflow/supervision/releases/tag/0.14.0.

• albumentations

  28 13,451 8.9 Python

  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/2078-2489/11/2/125

  

Project mention: Augment specific classes? | /r/computervision | 2023-12-06

You can use albumentations if you are comfortable with using open source libraries https://github.com/albumentations-team/albumentations

• OCRmyPDF

  77 12,067 9.5 Python

  OCRmyPDF adds an OCR text layer to scanned PDF files, allowing them to be searched

  

Project mention: TextSnatcher: Copy text from images, for the Linux Desktop | news.ycombinator.com | 2024-03-14

Try https://github.com/ocrmypdf/OCRmyPDF - it uses Tesseract behind the scenes and it absolutely brilliant.

• pillow

  44 11,722 9.9 Python

  Python Imaging Library (Fork)

  

Project mention: Creando Subtítulos Automáticos para Vídeos con Python, Faster-Whisper, FFmpeg, Streamlit, Pillow | dev.to | 2024-04-29

Pillow (https://python-pillow.org/)

• LaTeX-OCR

  21 10,860 3.6 Python

  pix2tex: Using a ViT to convert images of equations into LaTeX code.

Project mention: Detexify LaTeX Handwriting Symbol Recognition | news.ycombinator.com | 2023-11-14

• SaaSHub

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• Kornia

  11 9,429 9.4 Python

  Geometric Computer Vision Library for Spatial AI

  

• segmentation_models.pytorch

  14 8,844 4.1 Python

  Segmentation models with pretrained backbones. PyTorch.

Project mention: Instance segmentation of small objects in grainy drone imagery | /r/computervision | 2023-12-09

Also, I’d suggest considering switching to the segmentation-models library - it provides U-Net models with a variety of pretrained backbones of as encoders. The author also put out a PyTorch version. https://github.com/qubvel/segmentation_models.pytorch https://github.com/qubvel/segmentation_models

• google-images-download

  2 8,499 0.0 Python

  Python Script to download hundreds of images from 'Google Images'. It is a ready-to-run code!

• U-2-Net

  30 8,134 3.1 Python

  The code for our newly accepted paper in Pattern Recognition 2020: "U^2-Net: Going Deeper with Nested U-Structure for Salient Object Detection."

Project mention: I used the ChatGPT API to create a proof-of-concept AI driven video game. Using generative AI for the images and dialogue and GPT-3.5 for narrative and game control. More info in comments. | /r/ChatGPT | 2023-06-17

I use a finetuned custom Stable Diffusion model in combination with a style embedding for the characters for image generation and U²-Net for background removal.

• deeplake

  13 7,729 9.8 Python

  Database for AI. Store Vectors, Images, Texts, Videos, etc. Use with LLMs/LangChain. Store, query, version, & visualize any AI data. Stream data in real-time to PyTorch/TensorFlow. https://activeloop.ai

  

Project mention: FLaNK AI Weekly 25 March 2025 | dev.to | 2024-03-25

• darkflow

  2 6,128 0.0 Python

  Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices

• scikit-image

  10 5,880 9.6 Python

  Image processing in Python

  

Project mention: How to Estimate Depth from a Single Image | dev.to | 2024-04-25

We will use the Hugging Face transformers and diffusers libraries for inference, FiftyOne for data management and visualization, and scikit-image for evaluation metrics.

• blind_watermark

  1 5,314 3.1 Python

  Blind&Invisible Watermark ，图片盲水印，提取水印无须原图！

• image-super-resolution

  19 4,505 0.0 Python

  🔎 Super-scale your images and run experiments with Residual Dense and Adversarial Networks.

  

• manga-image-translator

  12 4,239 9.3 Python

  Translate manga/image 一键翻译各类图片内文字 https://cotrans.touhou.ai/

Project mention: [DISC] - The angel who came to pick me up is a Gal (Oneshot by Shiraishi Kouhei) | /r/manga | 2023-09-06

OCR works pretty good. ocr.space, ocr.best and cotrans.touhou.ai/ are all pretty nice.

• Crunch

  1 3,325 10.0 Python

  Insane(ly slow but wicked good) PNG image optimization (by chrissimpkins)

• catalyst

  1 3,229 0.0 Python

  Accelerated deep learning R&D (by catalyst-team)

  

Project mention: Instance segmentation of small objects in grainy drone imagery | /r/computervision | 2023-12-09

• geemap

  17 3,207 9.2 Python

  A Python package for interactive geospatial analysis and visualization with Google Earth Engine.

  

Project mention: I'm a senior in my CS major and it's incredible I didn't hear about GIS projects until now. Glad to be here. | /r/gis | 2023-05-22

Try out Google Earth Engine and browse through it's catalogue to get a feel for what's available. GEE allows you to work with global datasets and immediately see a preview of the results (there's also geemap if you prefer doing this from a Python notebook instead of the online JS editor)

• towhee

  26 3,001 8.6 Python

  Towhee is a framework that is dedicated to making neural data processing pipelines simple and fast.

  

Project mention: FLaNK Stack Weekly for 14 Aug 2023 | dev.to | 2023-08-14

• PySceneDetect

  3 2,812 9.0 Python

  :movie_camera: Python and OpenCV-based scene cut/transition detection program & library.

Project mention: VidCutter: A program for lossless video cutting | news.ycombinator.com | 2023-08-20

If you mean scene changes, this library works: https://github.com/Breakthrough/PySceneDetect

• SimpleCV

  2 2,659 0.0 Python

  The Open Source Framework for Machine Vision

  

• SaaSHub

  www.saashub.com featured

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Python Image processing related posts

• Supervision – reusable computer vision tools

  1 project | news.ycombinator.com | 20 Mar 2024

• Rembg: Tool to Remove Images Background

  1 project | news.ycombinator.com | 19 Mar 2024

• Leveraging GPT-4 for PDF Data Extraction: A Comprehensive Guide

  5 projects | dev.to | 27 Dec 2023

• Instance segmentation of small objects in grainy drone imagery

  8 projects | /r/computervision | 9 Dec 2023

• 🚀 Background Removal in Python with PyTorch and Rembg! 🎨🐍

  2 projects | /r/programming | 9 Dec 2023

• Terminal program to change colors

  1 project | /r/dwm | 8 Dec 2023

• Batch-processing images by folder on ComfyUI

  1 project | /r/StableDiffusion | 8 Dec 2023
• A note from our sponsor - SaaSHub
  www.saashub.com | 7 May 2024

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