Deep Learning

Open-source projects categorized as Deep Learning | Edit details

Top 23 Deep Learning Open-Source Projects

  • GitHub repo tensorflow

    An Open Source Machine Learning Framework for Everyone

    Project mention: Running a basic TensorFlow Lite model on e-RT3 Plus | dev.to | 2021-11-15

    TensorFlow Lite Python image classification demo

  • GitHub repo OpenCV

    Open Source Computer Vision Library

    Project mention: Oh hell nawww | reddit.com/r/Hololive | 2021-11-30

    Yep the same effect can be achieved with Google's Cloud Vision API for Android devices. You can also do it with any decent webcam using OpenCV so you don't even need a phone.

  • Scout APM

    Scout APM: A developer's best friend. Try free for 14-days. 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 Keras

    Deep Learning for humans

    Project mention: 5 ways to keep your skills fresh after finishing a coding bootcamp | dev.to | 2021-11-28

    One way to improve your projects and coding skills is to try new models and libraries. For example, if you did classification with logistic regression, try also with random forest; if you used Tensorflow, now try Keras; if you scraped a website with BeautifulSoup, now do it with Scrapy. You get the point.

  • GitHub repo Pytorch

    Tensors and Dynamic neural networks in Python with strong GPU acceleration

    Project mention: Building a powerful deep learning workstation | reddit.com/r/buildapcforme | 2021-11-29

    We will do no gaming whatsoever. The jobs will focus on training deep-learning models, for which we will predominantly use pytorch, which runs on CUDA. We will *exclusively* handle image data, which may come in scales of MB per image ranging until TB per image, hence, fast file transfer speeds from mainboard/storage to GPU is very important. Some of the data may have to be copied from an external fileserver, and then be stored temporarily on the local drives for processing. Thus, we also need high file transfer through the LAN connection.

  • GitHub repo TensorFlow-Examples

    TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

    Project mention: Keras vs. TensorFlow | dev.to | 2021-06-06

    A linear regression model

  • GitHub repo faceswap

    Deepfakes Software For All

    Project mention: Use the infamous Deep Fakes project for things other than faces | reddit.com/r/learnmachinelearning | 2021-10-25

    My current challenge is getting those masked wheel images to be able to swap between images, or to apply a new wheel on a car image. To get a decent result that doesn't look fake, it would have to do some minor warping and resizing. To me, this seems like exactly what the Deep Fakes repo does. https://github.com/deepfakes/faceswap

  • GitHub repo 100-Days-Of-ML-Code

    100 Days of ML Coding

    Project mention: The Ultimate Resource Guide for Your Next 100 Days of Code | dev.to | 2021-10-25

    ML: 100-Days-Of-ML-Code

  • Nanos

    Run Linux Software Faster and Safer than Linux with Unikernels.

  • GitHub repo Caffe

    Caffe: a fast open framework for deep learning.

    Project mention: Una corta intro a las Redes Neuronales Artificiales | dev.to | 2021-09-22

    Caffe de BAIR

  • GitHub repo Real-Time-Voice-Cloning

    Clone a voice in 5 seconds to generate arbitrary speech in real-time

    Project mention: Getting started with a GitHub project, question about Python | reddit.com/r/learnprogramming | 2021-11-23

    Hi, I'm looking to try out a GitHub project (https://github.com/CorentinJ/Real-Time-Voice-Cloning) and already feeling in over my head.

  • GitHub repo Deep-Learning-Papers-Reading-Roadmap

    Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

    Project mention: [D] Resources for Understanding The Original Transformer Paper | reddit.com/r/MachineLearning | 2021-09-08

    https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap - This one is a bit dated so it doesn’t contain all of the papers that you need to read to get up to date but I think you should definitely read all of the papers in this list and implement as much as you can.

  • GitHub repo DeepFaceLab

    DeepFaceLab is the leading software for creating deepfakes.

    Project mention: Are there any open source ML libraries that have good (or any) test coverage? | news.ycombinator.com | 2021-11-25

    I have been looking to use lipsync for a project at work, and I have been horrified to see that the most used deepfake library [0] with over 30k stars has the word "test" mentioned in it a whopping 10 times. This naturally made me very hesitant to use this library as who (I guess no one, really) knows how unstable it may be.

    Are there any examples of projects in ML (other than libs like pytorch) that do have test suites, and perhaps even enforce TDD? Would be very curious to know.

    [0] DeepFaceLab https://github.com/iperov/DeepFaceLab

  • GitHub repo MadeWithML

    Learn how to responsibly deliver value with ML.

    Project mention: New to mlops, where do I need to start | reddit.com/r/mlops | 2021-11-01

    Standing recommendation for beginners (we should eventually make a wiki) is https://madewithml.com/

  • GitHub repo machine-learning-for-software-engineers

    A complete daily plan for studying to become a machine learning engineer.

    Project mention: Plano de estudos em machine learning com conteúdos em português. | dev.to | 2021-08-18
  • GitHub repo Tesseract.js

    Pure Javascript OCR for more than 100 Languages 📖🎉🖥

    Project mention: Analyzing Kenya Power Planned Interruption Data | dev.to | 2021-11-09

    Extract Text from the images and converting them to txt file using Tesseract.js

  • GitHub repo openpose

    OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation

    Project mention: Help finding an appropriate model for human pose estimation | reddit.com/r/computervision | 2021-09-29

    Openpose: This is supposedly realtime (I assume on a gpu, 24fps?) and they provide training code

  • GitHub repo pytorch-tutorial

    PyTorch Tutorial for Deep Learning Researchers

    Project mention: How to 'practice' pytorch after finishing its basic tutorial? | reddit.com/r/learnmachinelearning | 2021-05-09

    I tried to move straight to practicing implementing papers and trying to understand other people's codes but failed miserably. I feel like there was too much of a gap between the basic tutorial and being able to implement ideas into code....hence the question: Is there any resource/way to practice pytorch in general? I did find this and this, but I just wanted to hear what others have gone through to become better at PyTorch up to the point they can build stuff from their own ideas

  • GitHub repo data-science-ipython-notebooks

    Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

    Project mention: Beginner in Python for Data Science | reddit.com/r/learnpython | 2020-12-27

    data science ipython notebooks

  • GitHub repo spaCy

    💫 Industrial-strength Natural Language Processing (NLP) in Python

    Project mention: Two Methods to Scan for PII in Data Warehouses | dev.to | 2021-11-29

    NLP libraries such as Stanford NER Detector and Spacy

  • GitHub repo fastai

    The fastai deep learning library

    Project mention: D I Refuse To Use Pytorch Because Its A Facebook | reddit.com/r/MachineLearning | 2020-12-29

    Also, not a single docstring to document any code in the library - https://github.com/fastai/fastai/blob/master/fastai/vision/learner.py

  • GitHub repo DeepSpeech

    DeepSpeech is an open source embedded (offline, on-device) speech-to-text engine which can run in real time on devices ranging from a Raspberry Pi 4 to high power GPU servers.

    Project mention: Is there a viable AOSP speech-to-text app? | reddit.com/r/fossdroid | 2021-11-24

    Tried Kõnele but no dice. DeepSpeech looks promising but will it install/run on AOSP?

  • GitHub repo Ray

    An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.

    Project mention: JORLDY: OpenSource Reinforcement Learning Framework | reddit.com/r/reinforcementlearning | 2021-11-08

    Distributed RL algorithms are provided using ray

  • GitHub repo spleeter

    Deezer source separation library including pretrained models.

    Project mention: Cutting out drums from a sample | reddit.com/r/mpcusers | 2021-11-29

    https://github.com/deezer/spleeter if you are good at computer

  • GitHub repo awesome-deep-learning

    A curated list of awesome Deep Learning tutorials, projects and communities.

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 2021-11-30.

Deep Learning related posts

Index

What are some of the best open-source Deep Learning projects? This list will help you:

Project Stars
1 tensorflow 160,825
2 OpenCV 58,271
3 Keras 53,272
4 Pytorch 52,401
5 TensorFlow-Examples 41,427
6 faceswap 39,700
7 100-Days-Of-ML-Code 33,478
8 Caffe 32,112
9 Real-Time-Voice-Cloning 31,443
10 Deep-Learning-Papers-Reading-Roadmap 30,887
11 DeepFaceLab 29,985
12 MadeWithML 29,129
13 machine-learning-for-software-engineers 25,514
14 Tesseract.js 25,162
15 openpose 22,694
16 pytorch-tutorial 22,266
17 data-science-ipython-notebooks 21,875
18 spaCy 21,827
19 fastai 21,661
20 DeepSpeech 18,523
21 Ray 18,270
22 spleeter 17,999
23 awesome-deep-learning 17,996
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