deep-neural-networks

Open-source projects categorized as deep-neural-networks
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Topics: Deep Learning Machine Learning Pytorch Python Computer Vision
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Top 23 deep-neural-network Open-Source Projects

  • tensorflow

    An Open Source Machine Learning Framework for Everyone

    • Project mention: TensorFlow-metal on Apple Mac is junk for training | news.ycombinator.com | 2024-01-16

  • faceswap

    Deepfakes Software For All

    • Project mention: faceswap VS facefusion - a user suggested alternative | libhunt.com/r/faceswap | 2024-01-30

  • 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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  • awesome-deep-learning-papers

    The most cited deep learning papers

    • Project mention: Mastering Data Science: Top 10 GitHub Repos You Need to Know | dev.to | 2023-04-24

    10. Deep Learning Papers Last but not least, Deep Learning Papers is a must-visit repository for anyone interested in deep learning research. This curated list features the most influential and important deep learning papers, organized by topic and publication date.

  • darknet

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

  • PlotNeuralNet

    Latex code for making neural networks diagrams

  • learnopencv

    Learn OpenCV : C++ and Python Examples

    • Project mention: YOLO-NAS Pose | /r/pytorch | 2023-11-16

    Deci's YOLO-NAS Pose: Redefining Pose Estimation! Elevating healthcare, sports, tech, and robotics with precision and speed. Github link and blog link down below! Repo: https://github.com/spmallick/learnopencv/tree/master/YOLO-NAS-Pose

  • CNTK

    Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit

  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

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  • Machine-Learning-Tutorials

    machine learning and deep learning tutorials, articles and other resources

  • deep-learning-drizzle

    Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

  • the-incredible-pytorch

    The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.

    • Project mention: The PyTorch | news.ycombinator.com | 2023-11-11

  • MNN

    MNN is a blazing fast, lightweight deep learning framework, battle-tested by business-critical use cases in Alibaba

    • Project mention: [D][R] Deploying deep models on memory constrained devices | /r/MachineLearning | 2023-10-03

    However, I am looking on this subject through the problem of training/finetuning deep models on the edge devices, being increasingly available thing to do. Looking at tflite, alibaba's MNN, mit-han-lab's tinyengine etc..

  • techniques

    Techniques for deep learning with satellite & aerial imagery

    • Project mention: What satellite image analytics are in demand now? | /r/gis | 2023-06-26

  • lama

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

    • Project mention: Can someone please help me with inpainting settings to remove the subject from this image? I want to rebuild as much of the original background as possible. | /r/StableDiffusion | 2023-07-03

    You could try to use ControlNet inpaint+lama locally, but results aren't as good in my experience. Or you could try local install of lama directly, but the setup process isn't very smooth.

  • vosk-api

    Offline speech recognition API for Android, iOS, Raspberry Pi and servers with Python, Java, C# and Node

    • Project mention: VOSK Offline Speech Recognition API | news.ycombinator.com | 2024-04-13

  • pix2pixHD

    Synthesizing and manipulating 2048x1024 images with conditional GANs

  • darkflow

    Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices

  • serving

    A flexible, high-performance serving system for machine learning models

    • Project mention: Llama.cpp: Full CUDA GPU Acceleration | news.ycombinator.com | 2023-06-12

    Yet another TEDIOUS BATTLE: Python vs. C++/C stack.

    This project gained popularity due to the HIGH DEMAND for running large models with 1B+ parameters, like `llama`. Python dominates the interface and training ecosystem, but prior to llama.cpp, non-ML professionals showed little interest in a fast C++ interface library. While existing solutions like tensorflow-serving [1] in C++ were sufficiently fast with GPU support, llama.cpp took the initiative to optimize for CPU and trim unnecessary code, essentially code-golfing and sacrificing some algorithm correctness for improved performance, which isn't favored by "ML research".

    NOTE: In my opinion, a true pioneer was DarkNet, which implemented the YOLO model series and significantly outperformed others [2]. Same trick basically like llama.cpp

    [1] https://github.com/tensorflow/serving

  • docs

    TensorFlow documentation (by tensorflow)

  • oneflow

    OneFlow is a deep learning framework designed to be user-friendly, scalable and efficient.

  • ai-deadlines

    :alarm_clock: AI conference deadline countdowns

  • Gorgonia

    Gorgonia is a library that helps facilitate machine learning in Go.

    • Project mention: Machine Learning en GO! 🤯 | /r/golangspanish | 2023-04-26

    GitHub - gorgonia/gorgonia: Gorgonia is a library that helps facilitate machine learning in Go.

  • tensorflow-deep-learning

    All course materials for the Zero to Mastery Deep Learning with TensorFlow course. (by mrdbourke)

  • courses

    This repository is a curated collection of links to various courses and resources about Artificial Intelligence (AI) (by SkalskiP)

    • Project mention: If you are looking for free courses about AI, LLMs, CV, or NLP, I created the repository with links to resources that I found super high quality and helpful. The link is in the comment. | /r/ChatGPT | 2023-07-02

    I found it: https://github.com/SkalskiP/courses

  • SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

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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).

deep-neural-networks related posts

Index

What are some of the best open-source deep-neural-network projects? This list will help you:

Project Stars
1 tensorflow 182,323
2 faceswap 49,178
3 awesome-deep-learning-papers 25,097
4 darknet 21,434
5 PlotNeuralNet 21,033
6 learnopencv 20,363
7 CNTK 17,435
8 Machine-Learning-Tutorials 14,817
9 deep-learning-drizzle 11,749
10 the-incredible-pytorch 10,972
11 MNN 8,293
12 techniques 7,739
13 lama 7,165
14 vosk-api 7,025
15 pix2pixHD 6,521
16 darkflow 6,131
17 serving 6,070
18 docs 6,024
19 oneflow 5,715
20 ai-deadlines 5,380
21 Gorgonia 5,326
22 tensorflow-deep-learning 4,849
23 courses 4,486

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