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: Need help with tensorflow library installed in mac m1 | reddit.com/r/MacOS | 2021-10-17

    I think this subreddit is probably the last place you'll find decent support for Tensorflow. I recommend opening up an issue on Github.

  • GitHub repo OpenCV

    Open Source Computer Vision Library

    Project mention: [Question] How do I prevent the ROI output message? | reddit.com/r/opencv | 2021-10-13
  • Activeloop.ai

    Optimize your datasets for ML. Goodbye, boilerplate code - the fastest dataset optimization and management tool for computer vision.

  • GitHub repo Keras

    Deep Learning for humans

    Project mention: Steps_per_epoch=1 | reddit.com/r/tensorflow | 2021-10-18

    I think I found my answer here Thank you for your help

  • GitHub repo Pytorch

    Tensors and Dynamic neural networks in Python with strong GPU acceleration

    Project mention: Source to learn pytorch? | reddit.com/r/pytorch | 2021-10-18

    For starters your best bet might be the tuts from https://pytorch.org/ . After that, you might find these helpful..

  • 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: Is it just me, or is faceswap installation trolling me? | reddit.com/r/faceswap | 2021-08-18

    It keeps getting stuck at either"fatal: unable to access 'https://github.com/deepfakes/faceswap.git/':" or "Please run this script with Python version 3.7 or 3.8 64bit and try again."

  • 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

  • Nanos

    Run Linux Software Faster and Safer than Linux with Unikernels.

  • GitHub repo Real-Time-Voice-Cloning

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

    Project mention: Is there a free (preferably open source) offline invoice creation software for windows 10? | reddit.com/r/software | 2021-09-27
  • 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: Yararlı olabilecek Github Python repoları | reddit.com/r/AtaturkKutuphanesi | 2021-10-13
  • GitHub repo MadeWithML

    Learn how to responsibly deliver value with ML.

    Project mention: mlops with mlflow | reddit.com/r/mlops | 2021-10-11

    My recommendation for newbies is first to do this course: 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: D2 Trading App: Image Import | reddit.com/r/Diablo | 2021-08-30

    Have you tried this version?

  • 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 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 spaCy

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

    Project mention: Parsing Addresses With Machine Learning | dev.to | 2021-10-18

    A key feature of our address verification product is speed. Therefore, the library we chose to help build our address parser had to be up for the task. After comparing a few options, we chose spaCy. Given its state-of-the-art speed, named entity recognition feature, and documentation, spaCy is very suitable for this task.

  • 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: Offline speech to text software | reddit.com/r/AskTechnology | 2021-10-16
  • GitHub repo awesome-deep-learning

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

  • 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: How to deploy a rllib-trained model? | reddit.com/r/reinforcementlearning | 2021-10-16
  • GitHub repo spleeter

    Deezer source separation library including pretrained models.

    Project mention: does a sub exist where helpful people are up for removing background sound from audio? | reddit.com/r/findareddit | 2021-10-04

    Try spleeter out: https://github.com/deezer/spleeter

  • GitHub repo darknet

    YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet ) (by AlexeyAB)

    Project mention: [D] Best way to publish code for a paper | reddit.com/r/MachineLearning | 2021-10-07

    So you can do it, it's better, but people won't blame you if you don't do it as long as the code you publish do work. And as long as it's not too obscure.

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 2021-10-18.

Index

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

Project Stars
1 tensorflow 159,776
2 OpenCV 57,246
3 Keras 52,841
4 Pytorch 51,479
5 TensorFlow-Examples 41,264
6 faceswap 38,660
7 Caffe 31,993
8 Real-Time-Voice-Cloning 30,565
9 Deep-Learning-Papers-Reading-Roadmap 30,559
10 DeepFaceLab 29,195
11 MadeWithML 28,932
12 machine-learning-for-software-engineers 25,425
13 Tesseract.js 24,873
14 openpose 22,240
15 pytorch-tutorial 21,977
16 data-science-ipython-notebooks 21,726
17 fastai 21,515
18 spaCy 21,511
19 DeepSpeech 18,273
20 awesome-deep-learning 17,818
21 Ray 17,740
22 spleeter 17,679
23 darknet 17,552
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