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Deep neural networks

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.

https://github.com/tensorflow/tensorflow

An Open Source Machine Learning Framework for Everyone

deep-learning deep-neural-networks distributed machine-learning ml neural-network python tensorflow

Last synced: 28 Oct 2024

https://github.com/HarisIqbal88/PlotNeuralNet

Latex code for making neural networks diagrams

deep-neural-networks latex

Last synced: 01 Nov 2024

https://github.com/alexeyab/darknet

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

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

Last synced: 29 Sep 2024

https://github.com/AlexeyAB/darknet

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

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

Last synced: 25 Oct 2024

https://github.com/harisiqbal88/plotneuralnet

Latex code for making neural networks diagrams

deep-neural-networks latex

Last synced: 29 Oct 2024

https://github.com/microsoft/cntk

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

c-plus-plus c-sharp cntk cognitive-toolkit deep-learning deep-neural-networks distributed java machine-learning neural-network python

Last synced: 29 Oct 2024

https://github.com/microsoft/CNTK

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

c-plus-plus c-sharp cntk cognitive-toolkit deep-learning deep-neural-networks distributed java machine-learning neural-network python

Last synced: 24 Oct 2024

https://github.com/Microsoft/CNTK

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

c-plus-plus c-sharp cntk cognitive-toolkit deep-learning deep-neural-networks distributed java machine-learning neural-network python

Last synced: 01 Aug 2024

https://github.com/tonybeltramelli/pix2code

pix2code: Generating Code from a Graphical User Interface Screenshot

datasets deep-learning deep-neural-networks front-end-development graphical-user-interface

Last synced: 29 Oct 2024

https://github.com/ritchieng/the-incredible-pytorch

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

deep-learning deep-learning-library deep-learning-tutorial deep-neural-networks python pytorch

Last synced: 29 Oct 2024

https://github.com/alexjc/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.)

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

Last synced: 25 Sep 2024

https://github.com/tensorflow/tfjs-core

WebGL-accelerated ML // linear algebra // automatic differentiation for JavaScript.

deep-learning deep-neural-networks gpu-acceleration javascript machine-learning neural-network typescript webgl

Last synced: 26 Sep 2024

https://github.com/PAIR-code/deeplearnjs

WebGL-accelerated ML // linear algebra // automatic differentiation for JavaScript.

deep-learning deep-neural-networks gpu-acceleration javascript machine-learning neural-network typescript webgl

Last synced: 19 Aug 2024

https://github.com/facebookarchive/caffe2

Caffe2 is a lightweight, modular, and scalable deep learning framework.

ai artificial-intelligence caffe2 deep-learning deep-neural-networks machine-learning ml

Last synced: 26 Sep 2024

https://github.com/alibaba/mnn

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

arm convolution deep-learning deep-neural-networks embedded-devices machine-learning ml mnn vulkan winograd-algorithm

Last synced: 28 Oct 2024

https://github.com/alibaba/MNN

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

arm convolution deep-learning deep-neural-networks embedded-devices machine-learning ml mnn vulkan winograd-algorithm

Last synced: 25 Oct 2024

https://github.com/tensorflow/serving

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

cpp deep-learning deep-neural-networks machine-learning ml neural-network python serving tensorflow

Last synced: 29 Oct 2024

https://github.com/thtrieu/darkflow

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

convolutional-networks convolutional-neural-networks darknet deep-learning deep-neural-networks graph image-processing machine-learning mobile-development object-detection real-time tensorflow

Last synced: 13 Oct 2024

https://github.com/oneflow-inc/oneflow

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

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

Last synced: 09 Oct 2024

https://github.com/rangilyu/nanodet

NanoDet-Plus⚡Super fast and lightweight anchor-free object detection model. 🔥Only 980 KB(int8) / 1.8MB (fp16) and run 97FPS on cellphone🔥

anchor-free android deep-learning deep-neural-networks efficientnet mnn model-zoo nanodet nanodet-plus ncnn object-detection openvino pytorch repvgg shufflenet

Last synced: 09 Oct 2024

https://github.com/Oneflow-Inc/oneflow

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

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

Last synced: 27 Oct 2024

https://github.com/RangiLyu/nanodet

NanoDet-Plus⚡Super fast and lightweight anchor-free object detection model. 🔥Only 980 KB(int8) / 1.8MB (fp16) and run 97FPS on cellphone🔥

anchor-free android deep-learning deep-neural-networks efficientnet mnn model-zoo nanodet nanodet-plus ncnn object-detection openvino pytorch repvgg shufflenet

Last synced: 25 Oct 2024

https://github.com/SkalskiP/courses

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

computer-vision deep-learning deep-neural-networks generative-model machine-learning mlops multimodal natural-language-processing nlp stable-diffusion transformers tutorial

Last synced: 30 Oct 2024

https://github.com/skalskip/courses

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

computer-vision deep-learning deep-neural-networks generative-model machine-learning mlops multimodal natural-language-processing nlp stable-diffusion transformers tutorial

Last synced: 15 Oct 2024

https://github.com/roboflow/notebooks

Examples and tutorials on using SOTA computer vision models and techniques. Learn everything from old-school ResNet, through YOLO and object-detection transformers like DETR, to the latest models like Grounding DINO and SAM.

amazon-sagemaker-lab automatic-labeling-system computer-vision deep-learning deep-neural-networks google-colab image-classification image-segmentation machine-learning object-detection open-vocabulary-detection open-vocabulary-segmentation pytorch tutorial yolov5 yolov6 yolov7 yolov8 zero-shot-classification zero-shot-detection

Last synced: 15 Oct 2024

https://github.com/mrdbourke/tensorflow-deep-learning

All course materials for the Zero to Mastery Deep Learning with TensorFlow course.

curriculum deep-learning deep-neural-networks tensorflow tensorflow-course tensorflow-tutorials tensorflow2

Last synced: 13 Oct 2024

https://github.com/deep-learning-with-pytorch/dlwpt-code

Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.

deep-learning deep-neural-networks python python3 pytorch

Last synced: 09 Oct 2024

https://github.com/intellabs/distiller

Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://intellabs.github.io/distiller

automl-for-compression deep-neural-networks distillation early-exit group-lasso jupyter-notebook network-compression onnx pruning pruning-structures pytorch quantization regularization truncated-svd

Last synced: 25 Sep 2024

https://nervanasystems.github.io/distiller/

Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://intellabs.github.io/distiller

automl-for-compression deep-neural-networks distillation early-exit group-lasso jupyter-notebook network-compression onnx pruning pruning-structures pytorch quantization regularization truncated-svd

Last synced: 04 Aug 2024

https://github.com/IntelLabs/distiller

Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://intellabs.github.io/distiller

automl-for-compression deep-neural-networks distillation early-exit group-lasso jupyter-notebook network-compression onnx pruning pruning-structures pytorch quantization regularization truncated-svd

Last synced: 27 Oct 2024

https://intellabs.github.io/distiller/

Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://intellabs.github.io/distiller

automl-for-compression deep-neural-networks distillation early-exit group-lasso jupyter-notebook network-compression onnx pruning pruning-structures pytorch quantization regularization truncated-svd

Last synced: 02 Aug 2024

https://github.com/jiahuiyu/generative_inpainting

DeepFill v1/v2 with Contextual Attention and Gated Convolution, CVPR 2018, and ICCV 2019 Oral

attention-model deep-neural-networks deepfill generative-adversarial-network image-inpainting tensorflow

Last synced: 15 Oct 2024

https://github.com/JiahuiYu/generative_inpainting

DeepFill v1/v2 with Contextual Attention and Gated Convolution, CVPR 2018, and ICCV 2019 Oral

attention-model deep-neural-networks deepfill generative-adversarial-network image-inpainting tensorflow

Last synced: 26 Oct 2024

https://github.com/cbamls/ai_tutorial

精选机器学习，NLP，图像识别， 深度学习等人工智能领域学习资料，搜索，推荐，广告系统架构及算法技术资料整理。算法大牛笔记汇总

artificial-intelligence artificial-intelligence-algorithms deep-learning-tutorial deep-neural-networks elasticsearch graph-neural-networks machine-learning machine-learning-tutorials nlp-machine-learning recommender-systems search-system

Last synced: 11 Oct 2024

https://github.com/dreamquark-ai/tabnet

PyTorch implementation of TabNet paper : https://arxiv.org/pdf/1908.07442.pdf

deep-neural-networks machine-learning-library pytorch pytorch-tabnet research-paper tabnet tabular-data

Last synced: 15 Oct 2024

https://github.com/zjhellofss/KuiperInfer

校招、秋招、春招、实习好项目！带你从零实现一个高性能的深度学习推理库，支持大模型 llama2 、Unet、Yolov5、Resnet等模型的推理。Implement a high-performance deep learning inference library step by step

caffe convolution deep-learning deep-neural-networks diy graph-algorithms inference inference-engine maxpooling ncnn pnnx pytorch relu resnet sigmoid yolo yolov5

Last synced: 27 Oct 2024

https://github.com/zjhellofss/kuiperinfer

校招、秋招、春招、实习好项目！带你从零实现一个高性能的深度学习推理库，支持大模型 llama2 、Unet、Yolov5、Resnet等模型的推理。Implement a high-performance deep learning inference library step by step

caffe convolution deep-learning deep-neural-networks diy graph-algorithms inference inference-engine maxpooling ncnn pnnx pytorch relu resnet sigmoid yolo yolov5

Last synced: 09 Oct 2024

https://github.com/mravanelli/pytorch-kaldi

pytorch-kaldi is a project for developing state-of-the-art DNN/RNN hybrid speech recognition systems. The DNN part is managed by pytorch, while feature extraction, label computation, and decoding are performed with the kaldi toolkit.

asr deep-learning deep-neural-networks dnn dnn-hmm gru kaldi lstm lstm-neural-networks multilayer-perceptron-network pytorch recurrent-neural-networks rnn rnn-model speech speech-recognition timit

Last synced: 14 Oct 2024

https://github.com/OAID/TengineKit

TengineKit - Free, Fast, Easy, Real-Time Face Detection & Face Landmarks & Face Attributes & Hand Detection & Hand Landmarks & Body Detection & Body Landmarks & Iris Landmarks & Yolov5 SDK On Mobile.

ai android artificial-intelligence computer-vision deep-neural-networks face-alignment face-api face-attributes face-detection face-landmarks face-tracking facial-landmarks java mobile pytorch tensorflow

Last synced: 02 Aug 2024

https://github.com/oaid/tenginekit

TengineKit - Free, Fast, Easy, Real-Time Face Detection & Face Landmarks & Face Attributes & Hand Detection & Hand Landmarks & Body Detection & Body Landmarks & Iris Landmarks & Yolov5 SDK On Mobile.

ai android artificial-intelligence computer-vision deep-neural-networks face-alignment face-api face-attributes face-detection face-landmarks face-tracking facial-landmarks java mobile pytorch tensorflow

Last synced: 05 Nov 2024

https://github.com/delip/pytorchnlpbook

Code and data accompanying Natural Language Processing with PyTorch published by O'Reilly Media https://amzn.to/3JUgR2L

deep-learning deep-neural-networks natural-language-processing neural-machine-translation neural-networks nlp pytorch pytorch-nlp pytorch-tutorial

Last synced: 15 Oct 2024

https://github.com/mil-tokyo/webdnn

The Fastest DNN Running Framework on Web Browser

accelerate deep-neural-networks javascript optimization webgpu

Last synced: 15 Oct 2024

https://github.com/delip/PyTorchNLPBook

Code and data accompanying Natural Language Processing with PyTorch published by O'Reilly Media https://amzn.to/3JUgR2L

deep-learning deep-neural-networks natural-language-processing neural-machine-translation neural-networks nlp pytorch pytorch-nlp pytorch-tutorial

Last synced: 03 Sep 2024

https://github.com/quic/aimet

AIMET is a library that provides advanced quantization and compression techniques for trained neural network models.

auto-ml compression deep-learning deep-neural-networks machine-learning network-compression network-quantization open-source opensource pruning quantization

Last synced: 15 Oct 2024

https://github.com/xmartlabs/bender

Easily craft fast Neural Networks on iOS! Use TensorFlow models. Metal under the hood.

apple convolutional-neural-networks deep-learning deep-neural-networks ios iphone machine-learning metal neural-networks residual-networks swift

Last synced: 15 Oct 2024

https://github.com/xmartlabs/Bender

Easily craft fast Neural Networks on iOS! Use TensorFlow models. Metal under the hood.

apple convolutional-neural-networks deep-learning deep-neural-networks ios iphone machine-learning metal neural-networks residual-networks swift

Last synced: 14 Aug 2024

https://xmartlabs.github.io/Bender/

Easily craft fast Neural Networks on iOS! Use TensorFlow models. Metal under the hood.

apple convolutional-neural-networks deep-learning deep-neural-networks ios iphone machine-learning metal neural-networks residual-networks swift

Last synced: 03 Aug 2024

https://github.com/haitongli/knowledge-distillation-pytorch

A PyTorch implementation for exploring deep and shallow knowledge distillation (KD) experiments with flexibility

cifar10 computer-vision dark-knowledge deep-neural-networks knowledge-distillation model-compression pytorch

Last synced: 14 Oct 2024

Deep neural networks Awesome Lists
awesome-deep-learning-papers 238 Machine-Learning-Tutorials 484 awesome-deep-learning-music 248 Awesome-Learning-with-Label-Noise 276 awesome-deep-trading 94 awesome-colab-notebooks 525 awesome-transformers-in-medical-imaging 202 awesome-emdl 147 Awesome-Speech-Enhancement 105 awesome-multi-task-learning 225 Awesome-3D-Object-Detection 169 awesome-full-stack-machine-learning-courses 106 Awesome-Distributed-Deep-Learning 44 awesome-gans-and-deepfakes 61 Awesome-Information-Bottleneck 201 awesome-video-object-detection 41 awesome-deep-neuroevolution 200 awesome-deep-reinforcement-learning 257 awesome-deepneuroimage 73 awesome-ai-cancer 193 Best-Audio-Classification-Resources-with-Deep-learning 259 awesome-tensorial-neural-networks 99 awesome-ai-brain-computer-interface 97 awesome-speech-emotion-recognition 114 LiDAR-Guide 176 awesome-deepnote 41 CoreML-Guide 333 awesome-experimental-standards-deep-learning 34 Awesome-Computational-Structural-Biology 40 PyTorch-Guide 616 Awesome-Cloud-Edge-AI 58 awesome-approximate-dnn 78 Deep-Learning 38 awesome-deep-learning-materials 69 awesome-data-science 93 TensorFlow-Guide 819 awesome-ai-cybersecurity 158 awesome-optimizers 46 awesome-ai 107
Deep neural networks Categories
Papers 947 Uncategorized 556 Papers & Code 408 Classification COVID19 (Separate section due to its current significance) 408 DL4M summary 360 Introduction 331 Overview 256 Tutorials 241 Other useful related lists and resources 201 Research 197 Neural Networks (NN) and Deep Neural Networks (DNN) 188 Architecture 131 Deep Learning 113 C/C++ Learning Resources 102 Further Reading 100 Tools for Robotics 95 Natural Language Processing 89 Reinforcement Learning Learning Resources 86 Paper: 82 C/C++ Tools and Frameworks 80