Deep neural networks

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Deep neural networks (DNNs) are a class of artificial neural networks (ANNs) that are deep in the sense that they have many layers of hidden units between the input and output layers. Deep neural networks are a type of deep learning, which is a type of machine learning. Deep neural networks are used in a variety of applications, including speech recognition, computer vision, and natural language processing. Deep neural networks are used in a variety of applications, including speech recognition, computer vision, and natural language processing.

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tensorflow /tensorflow

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An Open Source Machine Learning Framework for Everyone

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UpdatedOct 7, 2025
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deepfakes /faceswap

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Deepfakes Software For All

machine-learning deep-neural-networks deep-learning faceswap neural-networks face-swap deeplearning neural-nets deepface deepfakes fakeapp deep-face-swap openfaceswap myfakeapp

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terryum /awesome-deep-learning-papers

Star26k

The most cited deep learning papers

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UpdatedJan 18, 2024
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HarisIqbal88 /PlotNeuralNet

Star24k

Latex code for making neural networks diagrams

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UpdatedAug 21, 2023
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spmallick /learnopencv

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Learn OpenCV : C++ and Python Examples

opencv machine-learning deep-neural-networks ai computer-vision deep-learning deeplearning opencv-library opencv-python computervision opencv3 opencv-tutorial opencv-cpp

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AlexeyAB /darknet

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

deep-neural-networks computer-vision deep-learning neural-network dnn yolo object-detection deep-learning-tutorial yolov3 yolov4 scaledyolov4 scaled-yolov4

UpdatedAug 28, 2025
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onnx /onnx

Star19.7k

Open standard for machine learning interoperability

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UpdatedOct 7, 2025
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iperov /DeepFaceLab

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DeepFaceLab is the leading software for creating deepfakes.

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UpdatedNov 13, 2024
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microsoft /CNTK

Star17.6k

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

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UpdatedMar 11, 2023
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ujjwalkarn /Machine-Learning-Tutorials

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machine learning and deep learning tutorials, articles and other resources

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alphacep /vosk-api

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

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kmario23 /deep-learning-drizzle

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

machine-learning natural-language-processing deep-neural-networks reinforcement-learning computer-vision deep-learning optimization probability deep-reinforcement-learning medical-imaging speech-recognition artificial-neural-networks pattern-recognition probabilistic-graphical-models bayesian-statistics artificial-intelligence-algorithms visual-recognition geometric-deep-learning explainable-ai graph-neural-networks

UpdatedOct 19, 2024
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ritchieng /the-incredible-pytorch

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

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tonybeltramelli /pix2code

Star12k

pix2code: Generating Code from a Graphical User Interface Screenshot

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hoya012 /deep_learning_object_detection

Star11.4k

A paper list of object detection using deep learning.

deep-neural-networks deep-learning deeplearning object-detection objectdetection

UpdatedFeb 12, 2024
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alexjc /neural-doodle

Star9.9k

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.)

deep-neural-networks deep-learning image-processing image-manipulation image-generation

UpdatedOct 1, 2020
Python

satellite-image-deep-learning /techniques

Star9.7k

Techniques for deep learning with satellite & aerial imagery

python machine-learning deep-neural-networks deep-learning pytorch sentinel dataset remote-sensing image-classification convolutional-neural-networks object-detection satellite-imagery datasets satellite-data earth-observation satellite-images

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Oneflow-Inc /oneflow

Star9.4k

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

machine-learning deep-neural-networks deep-learning neural-network cuda ml distributed

UpdatedAug 20, 2025
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advimman /lama

Star9.3k

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

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UpdatedFeb 5, 2025
Jupyter Notebook

roboflow /notebooks

Star8.5k

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 YOLO11, RT-DETR, SAM 2, Florence-2, PaliGemma 2, and Qwen2.5VL.

machine-learning tutorial deep-neural-networks computer-vision deep-learning pytorch image-classification object-detection image-segmentation vlm google-colab zero-shot-detection yolov5 zero-shot-classification yolov8 open-vocabulary-detection open-vocabulary-segmentation automatic-labeling-system qwen paligemma

UpdatedOct 3, 2025
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