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Best Open Source deep neural networks Libraries

A curated list of the most popular GitHub repositories tagged with deep neural networks. Select any project to visualize its architecture and dive into the codebase using RepoMind's AI engine.

#1tensorflow/tensorflow

An Open Source Machine Learning Framework for Everyone

193,874C++
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#2deepfakes/faceswap

Deepfakes Software For All

54,975Python
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#3terryum/awesome-deep-learning-papers

The most cited deep learning papers

26,097TeX
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#4HarisIqbal88/PlotNeuralNet

Latex code for making neural networks diagrams

24,434TeX
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#5spmallick/learnopencv

Learn OpenCV : C++ and Python Examples

22,747Jupyter Notebook
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#6onnx/onnx

Open standard for machine learning interoperability

20,363Python
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#7iperov/DeepFaceLab

DeepFaceLab is the leading software for creating deepfakes.

19,033Python
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#8microsoft/CNTK

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

17,612C++
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#9ujjwalkarn/Machine-Learning-Tutorials

machine learning and deep learning tutorials, articles and other resources

17,561
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#10alphacep/vosk-api

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

14,256Jupyter Notebook
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#11kmario23/deep-learning-drizzle

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

12,796HTML
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#12ritchieng/the-incredible-pytorch

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

12,457
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#13alexjc/neural-doodle

Turn your two-bit doodles into fine artworks with deep neural networks, generate seamless textures from photos, transfer style from one image to another, perform example-based upscaling, but wait... there's more! (An implementation of Semantic Style Transfer.)

9,880Python
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#14advimman/lama

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

9,716Jupyter Notebook
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#15Oneflow-Inc/oneflow

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

9,394C++
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#16roboflow/notebooks

A collection of tutorials on state-of-the-art computer vision models and techniques. Explore everything from foundational architectures like ResNet to cutting-edge models like RF-DETR, YOLO11, SAM 3, and Qwen3-VL.

9,194Jupyter Notebook
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#17NVIDIA/pix2pixHD

Synthesizing and manipulating 2048x1024 images with conditional GANs

6,969Python
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#18deeppavlov/DeepPavlov

An open source library for deep learning end-to-end dialog systems and chatbots.

6,968Python
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