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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: 23 Dec 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/harisiqbal88/plotneuralnet

Latex code for making neural networks diagrams

deep-neural-networks latex

Last synced: 24 Dec 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/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/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 Dec 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: 07 Nov 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/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: 23 Dec 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: 23 Dec 2024

https://github.com/ritchieng/the-incredible-pytorch?ref=pythonrepo.com

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: 13 Nov 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: 15 Dec 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: 25 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: 23 Dec 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: 24 Dec 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: 23 Dec 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: 25 Dec 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: 24 Dec 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/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/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: 24 Dec 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: 19 Dec 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/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: 19 Dec 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: 24 Dec 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: 13 Nov 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://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://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: 20 Nov 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: 25 Dec 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: 20 Dec 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: 24 Dec 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: 26 Dec 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/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: 21 Dec 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: 21 Dec 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: 09 Nov 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: 24 Dec 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: 21 Dec 2024

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

The Fastest DNN Running Framework on Web Browser

accelerate deep-neural-networks javascript optimization webgpu

Last synced: 19 Dec 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/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: 21 Dec 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: 20 Dec 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: 06 Dec 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: 14 Nov 2024