Jupyter Notebook Image processing

Open-source Jupyter Notebook projects categorized as Image processing
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Topics: Computer Vision Deep Learning Machine Learning Python Azure
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Top 15 Jupyter Notebook Image processing Projects

  • mmagic

    OpenMMLab Multimodal Advanced, Generative, and Intelligent Creation Toolbox. Unlock the magic 🪄: Generative-AI (AIGC), easy-to-use APIs, awsome model zoo, diffusion models, for text-to-image generation, image/video restoration/enhancement, etc.

  • maxvit

    [ECCV 2022] Official repository for "MaxViT: Multi-Axis Vision Transformer". SOTA foundation models for classification, detection, segmentation, image quality, and generative modeling...

  • InfluxDB

    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.

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  • cucim

    cuCIM - RAPIDS GPU-accelerated image processing library

    • Project mention: FLaNK Stack Weekly for 13 November 2023 | dev.to | 2023-11-13

  • image-crop-analysis

    Code for reproducing our analysis in the paper titled: Image Cropping on Twitter: Fairness Metrics, their Limitations, and the Importance of Representation, Design, and Agency

  • Multi-Type-TD-TSR

    Extracting Tables from Document Images using a Multi-stage Pipeline for Table Detection and Table Structure Recognition:

  • ocrpy

    OCR, Archive, Index and Search: Implementation agnostic OCR framework.

  • OAD

    Collection of tools and scripts useful to automate microscopy workflows in ZEN Blue using Python and Open Application Development tools and AI tools.

  • SaaSHub

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  • vqgan-clip-generator

    Implements VQGAN+CLIP for image and video generation, and style transfers, based on text and image prompts. Emphasis on ease-of-use, documentation, and smooth video creation.

  • astro-csbdeep

    astro-csbdeep is an astronomical processing toolbox for building and using ai models to denoise your astro images.

  • Azure-Computer-Vision-in-a-day-workshop

    Azure Computer Vision 4 (March 2023 - Florence) workshop in a day

    • Project mention: Azure Cognitive for Vision - Large Foundation Model | dev.to | 2023-07-17

    To better illustrate this concept, I'm sharing this GitHub code that demonstrates the functionality in action: Azure-ComputerVision-ImageRetrieval. Additionally, I highly recommend this repository by Serge Retkowsky. In there, you'll find fantastic examples and demonstrations to kick-start your learning journey in the world of Azure Cognitive Services for Vision.

  • aipose

    The aipose library provides a simple API for performing human pose estimation in computer vision projects using pre-trained deep learning models built on PyTorch and TensorFlow.

  • astrophotography_stack_align

    Align sequence of star field / astro images taken with a stationary camera (stationary relative to all those stars light years away).

  • Image-Augmentation-Using-Keras

    Augmenting the image data using Keras. A utility class ImageDataGenerator from Keras is used and performed different augmenting techniques. Computer vision library OpenCV is also used.

  • DIF

    "DNA IMAGE FOOTPRINT" The main idea is to convert a DNA sequence to an image to find any related sequences in the image with common algorithms (by MahdiKarimian)

  • neural-style-transfer

    :paintbrush: This repository contains, well-structured Python library and runnable fully prepared Python notebook of the "Neural Style Transfer" algorithm (by egesabanci)

  • SaaSHub

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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).

Jupyter Notebook Image processing related posts

Index

What are some of the best open-source Image processing projects in Jupyter Notebook? This list will help you:

Project Stars
1 mmagic 6,588
2 maxvit 421
3 cucim 309
4 image-crop-analysis 249
5 Multi-Type-TD-TSR 236
6 ocrpy 218
7 OAD 118
8 vqgan-clip-generator 110
9 astro-csbdeep 46
10 Azure-Computer-Vision-in-a-day-workshop 42
11 aipose 5
12 astrophotography_stack_align 4
13 Image-Augmentation-Using-Keras 2
14 DIF 1
15 neural-style-transfer 1

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