Python Computer Vision

Open-source Python projects categorized as Computer Vision

Top 23 Python Computer Vision Projects

  • GitHub repo Face Recognition

    The world's simplest facial recognition api for Python and the command line

    Project mention: OpenCV or Tensorflow or both ? | reddit.com/r/robotics | 2021-02-21

    It’s call face recognition. Face recognition contains two step face detection and face comparison. If you don’t have any background on this I suggest you try the face_recognition python module https://github.com/ageitgey/face_recognition

  • GitHub repo pytorch-CycleGAN-and-pix2pix

    Image-to-Image Translation in PyTorch

    Project mention: This Wojak Does Not Exist | news.ycombinator.com | 2020-12-31

    https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix

  • Scout

    Get performance insights in less than 4 minutes. Scout APM uses tracing logic that ties bottlenecks to source code so you know the exact line of code causing performance issues and can get back to building a great product faster.

  • GitHub repo facenet

    Face recognition using Tensorflow

    Project mention: Show HN: CompreFace is a free and open-source face recognition software | news.ycombinator.com | 2021-02-21
  • GitHub repo EasyOCR

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

    Project mention: Using Google's OCR API with Puppeteer for Visual Testing | dev.to | 2021-02-08

    There are multiple open-source OCR tools like pytesseract or EasyOCR, which can be used to integrate OCR functionality into a program. However, these tools require significant configurations to get up and running to provide results with an acceptable accuracy level.

  • GitHub repo fashion-mnist

    A MNIST-like fashion product database. Benchmark :point_right:

    Project mention: [P] Why are stacked autoencoders still a thing? | reddit.com/r/MachineLearning | 2021-01-25

    fashion-mnist

  • GitHub repo vision

    Datasets, Transforms and Models specific to Computer Vision (by pytorch)

    Project mention: The image load from PyTorch DataLoader looks different from my origin image | reddit.com/r/learnmachinelearning | 2021-02-20

    The reason your images have 3 channels is that the default loader of torchvision.datasets.Imagefolder automatically converts the images to RGB, see also the source code.

  • GitHub repo datasets

    🤗 The largest hub of ready-to-use NLP datasets for ML models with fast, easy-to-use and efficient data manipulation tools

    Project mention: Build an Embeddings index with Hugging Face Datasets | dev.to | 2021-01-28

    This article shows how txtai can index and search with Hugging Face's Datasets library. Datasets opens access to a large and growing list of publicly available datasets. Datasets has functionality to select, transform and filter data stored in each dataset.

  • GitHub repo meshroom

    3D Reconstruction Software

    Project mention: [Question] House in Vr | reddit.com/r/Vive | 2021-02-20

    Good info here and they use Meshroom (free) to generate the meshes from the photos. This gives you a photo-approximation that is... interesting. It's a bit surreal because of the mesh angles. But the thing is, it's good enough to share with people, and it's also a great start if you wanted to manually build out geometry, you can use the room mesh as a guide.

  • GitHub repo Serpent.AI

    Game Agent Framework. Helping you create AIs / Bots that learn to play any game you own!

  • GitHub repo scikit-image

    Image processing in Python

    Project mention: Patented algorithm removed from scikit-image shortly before merge accept | news.ycombinator.com | 2021-01-01
  • GitHub repo pysot

    SenseTime Research platform for single object tracking, implementing algorithms like SiamRPN and SiamMask.

    Project mention: [P] Object Detection with rotated bounding boxes | reddit.com/r/MachineLearning | 2021-01-25

    SiamMask has pretty good rotated bbox code you can take a look at. https://github.com/STVIR/pysot

  • GitHub repo Kornia

    Open Source Differentiable Computer Vision Library for PyTorch

    Project mention: SpaCy v3.0 Released (Python Natural Language Processing) | news.ycombinator.com | 2021-02-01

    I haven't had a situation to use it, but I think Kornia looks cool: https://github.com/kornia/kornia

  • GitHub repo imagededup

    😎 Finding duplicate images made easy!

    Project mention: How to remove duplicate images from your dataset (Also CIFAR-100 has issues) | reddit.com/r/computervision | 2021-02-01

    I had used phash to find the duplicate images. The hashing algorithm is ingenious...And it was able to find duplicates (and thus remove) efficiently imagededub has perceptual hashing.

  • GitHub repo vit-pytorch

    Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

    Project mention: Short term memory solutions for video tasks? | reddit.com/r/deeplearning | 2021-01-22
  • GitHub repo jina

    An easier way to build neural search on the cloud

    Project mention: Show HN: Jina – Open-source AI framework to build search for anything, fast | news.ycombinator.com | 2021-02-10
  • GitHub repo awesome-hand-pose-estimation

    Awesome work on hand pose estimation/tracking

    Project mention: Ombromanie: Creating Hand Shadow stories with Azure Speech and TensorFlow.js Handposes | dev.to | 2021-02-22

    'Awesome' list for hand tracking

  • GitHub repo uda

    Unsupervised Data Augmentation (UDA)

    Project mention: A Visual Survey of Data Augmentation in NLP | dev.to | 2020-08-26

    The words that replaces the original word are chosen by calculating TF-IDF scores of words over the whole document and taking the lowest ones. You can refer to the code implementation for this in the original paper here.

  • GitHub repo tesserocr

    A Python wrapper for the tesseract-ocr API

    Project mention: OCR and Pytesseract | reddit.com/r/learnpython | 2021-02-16

    For OCR I'd generally suggest tesserocr over pytesseract, because it's a true library binding which means you can process OpenCV images in memory instead of having to save them first, and process multiple images with the same tesseract engine instead of having to start a new one for every image.

  • GitHub repo 3DDFA_V2

    The official PyTorch implementation of Towards Fast, Accurate and Stable 3D Dense Face Alignment, ECCV 2020.

    Project mention: Top 10 Developer Trends, Wed Sep 02 2020 | dev.to | 2020-09-02

    cleardusk / 3DDFA_V2

  • GitHub repo arXiv2020-RIFE

    RIFE: Real-Time Intermediate Flow Estimation for Video Frame Interpolation

    Project mention: Gura smug dance | reddit.com/r/Hololive | 2021-02-14

    You can give my GUI implementation of RIFE a shot.

  • GitHub repo HyperGAN

    Composable GAN framework with api and user interface

    Project mention: So I trained an AI to generate Pokemon sprites and this is the result | reddit.com/r/teenagers | 2021-01-21

    There is something called HyperGAN which builds generative adversarial networks (GANs) and those networks take some images as input and give those as output. Here is the GitHub page for that.

  • GitHub repo synthetic-computer-vision

    A list of synthetic dataset and tools for computer vision

    Project mention: Can video games help overcome the problem of 3D invariances and object permanence? | reddit.com/r/computervision | 2020-12-24
  • GitHub repo contrastive-unpaired-translation

    Contrastive unpaired image-to-image translation, faster and lighter training than cyclegan (ECCV 2020, in PyTorch)

    Project mention: [D] What's the successor to pix2pixHD | reddit.com/r/MachineLearning | 2021-01-26
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 2021-02-22.

Index

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

Project Stars
1 Face Recognition 38,655
2 pytorch-CycleGAN-and-pix2pix 14,338
3 facenet 11,535
4 EasyOCR 10,671
5 fashion-mnist 8,834
6 vision 8,398
7 datasets 6,802
8 meshroom 5,950
9 Serpent.AI 5,840
10 scikit-image 4,194
11 pysot 3,647
12 Kornia 3,613
13 imagededup 3,392
14 vit-pytorch 2,658
15 jina 2,364
16 awesome-hand-pose-estimation 1,824
17 uda 1,624
18 tesserocr 1,403
19 3DDFA_V2 1,402
20 arXiv2020-RIFE 1,356
21 HyperGAN 1,096
22 synthetic-computer-vision 835
23 contrastive-unpaired-translation 782