Jupyter Notebook Computer Vision

Open-source Jupyter Notebook projects categorized as Computer Vision Edit details
Related topics: #Deep Learning #Machine Learning #Python #Pytorch #Tensorflow

Top 23 Jupyter Notebook Computer Vision Projects

  • learnopencv

    Learn OpenCV : C++ and Python Examples

    Project mention: Object detection with depth measurement using pre-trained models with OAK-D | reddit.com/r/computerscience | 2022-04-29

    Code Link : https://github.com/spmallick/learnopencv/tree/master/OAK-Object-Detection-with-Depth

  • computervision-recipes

    Best Practices, code samples, and documentation for Computer Vision.

    Project mention: How is accuracy calculated in multi label classification | reddit.com/r/MLQuestions | 2022-01-31

  • Scout APM

    Less time debugging, more time building. Scout APM allows you to find and fix performance issues with no hassle. Now with error monitoring and external services monitoring, Scout is a developer's best friend when it comes to application development.

  • introtodeeplearning

    Lab Materials for MIT 6.S191: Introduction to Deep Learning

    Project mention: Music Synthesis with python | reddit.com/r/Python | 2021-11-10

    I remember that there was a lecture in the MIT intro course. https://github.com/aamini/introtodeeplearning/tree/master/lab1

  • lama

    🦙 LaMa Image Inpainting, Resolution-robust Large Mask Inpainting with Fourier Convolutions, WACV 2022

    Project mention: Research Topics for Master/PHD | reddit.com/r/computervision | 2022-03-24

    I have some interest in image inpainting, but the recent paper introduced by Samsung - https://github.com/saic-mdal/lama seems like it reached a stage where there isn't much room that we can add for novelty. I am quite interested but not confident if I can come up with a novel idea that can do better than the proposed model, especially if they trained the model on multiple GPUs for days, which is something that I don't have.

  • monodepth2

    [ICCV 2019] Monocular depth estimation from a single image

    Project mention: Easy to train a monocular (self) supervised depth estimation model? | reddit.com/r/computervision | 2022-04-24

    I've used monodepth2 before and it's great: https://github.com/nianticlabs/monodepth2

  • simclr

    SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners

    Project mention: [D] Current trends in computer vision related to unsupervised learning | reddit.com/r/MachineLearning | 2022-08-06

    SimCLR v2.0 - https://arxiv.org/abs/2006.10029

  • covid-chestxray-dataset

    We are building an open database of COVID-19 cases with chest X-ray or CT images.

    Project mention: Build an Image Classification API Using Django Rest Framework. | dev.to | 2021-11-23

    Chest X-ray images (1000 images) were obtained from: https://github.com/ieee8023/covid-chestxray-dataset

  • SonarQube

    Static code analysis for 29 languages.. Your projects are multi-language. So is SonarQube analysis. Find Bugs, Vulnerabilities, Security Hotspots, and Code Smells so you can release quality code every time. Get started analyzing your projects today for free.

  • AI-For-Beginners

    12 Weeks, 24 Lessons, AI for All!

    Project mention: Microsoft's AI for Beginners | news.ycombinator.com | 2022-08-15

  • Face-Mask-Detection

    Face Mask Detection system based on computer vision and deep learning using OpenCV and Tensorflow/Keras

  • pythoncode-tutorials

    The Python Code Tutorials

  • ktrain

    ktrain is a Python library that makes deep learning and AI more accessible and easier to apply

  • COVID-CT

    COVID-CT-Dataset: A CT Scan Dataset about COVID-19

    Project mention: Build an Image Classification API Using Django Rest Framework. | dev.to | 2021-11-23

    CT Scan images (750 images) were obtained from: https://github.com/UCSD-AI4H/COVID-CT/tree/master/Data-split

  • ml-mipt

    Open Machine Learning course at MIPT

    Project mention: ml-mipt: NEW Courses - star count:711.0 | reddit.com/r/algoprojects | 2022-02-05

  • CameraTraps

    Tools for training and running detectors and classifiers for wildlife images collected from motion-triggered cameras.

    Project mention: Camera Trap photo analysis at the Chinko Nature Reserve using Convolutional Neural Networks | reddit.com/r/u_Danny_Arends | 2022-01-29

    32:21 MegaDetector by Microsoft: https://github.com/microsoft/CameraTraps

  • CoNR

    Official implementation of CoNR: Collaborative Neural Rendering using Anime Character Sheets

    Project mention: Render dancing videos from hand-drawn anime images | news.ycombinator.com | 2022-08-12

  • LLVIP

    LLVIP: A Visible-infrared Paired Dataset for Low-light Vision

    Project mention: [self-promotion] [Dataset] [Project] LLVIP: A Visible-infrared Paired Dataset for Low-light Vision | reddit.com/r/datasets | 2021-09-30

    Code

  • MIRNet-TFJS

    TensorFlow JS models for MIRNet for low-light💡 image enhancement

  • glasses

    High-quality Neural Networks for Computer Vision 😎

  • SynthDet

    SynthDet - An end-to-end object detection pipeline using synthetic data

  • cartoonify

    Deploy and scale serverless machine learning app - in 4 steps.

  • 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

    Project mention: The Twitter Ranking Algorithm | news.ycombinator.com | 2022-04-26

    Yep, it's gonna just be like when they "open-sourced" their image cropping algorithm and it's just that they provided the model and didn't specify their training data. Granted, yes, you can provide analysis like they did on Github [1] but you don't know _why_ it's outputting something.

    [1]: https://github.com/twitter-research/image-crop-analysis

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 2022-08-15.

Jupyter Notebook Computer Vision related posts

Index

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

Project Stars
1 learnopencv 16,885
2 computervision-recipes 8,605
3 introtodeeplearning 5,458
4 lama 4,188
5 monodepth2 3,161
6 simclr 3,139
7 covid-chestxray-dataset 2,840
8 AI-For-Beginners 2,317
9 Face-Mask-Detection 1,299
10 pythoncode-tutorials 1,215
11 ktrain 1,037
12 COVID-CT 976
13 natural-language-youtube-search 833
14 ml-mipt 811
15 natural-language-image-search 724
16 CameraTraps 468
17 CoNR 390
18 LLVIP 343
19 MIRNet-TFJS 328
20 glasses 306
21 SynthDet 287
22 cartoonify 264
23 image-crop-analysis 230
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