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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/intel/clDNN

Compute Library for Deep Neural Networks (clDNN)

cldnn deep-learning deep-neural-networks intel intel-hd-graphics

Last synced: 26 Oct 2024

https://github.com/mozilla/firefox-translations

Firefox Translations is a webextension that enables client side translations for web browsers.

deep-neural-networks firefox javascript nlp nmt translation webextension

Last synced: 27 Oct 2024

https://github.com/BichenWuUCB/SqueezeSeg

Implementation of SqueezeSeg, convolutional neural networks for LiDAR point clout segmentation

autonomous-vehicles deep-neural-networks lidar-point-cloud

Last synced: 28 Oct 2024

https://github.com/PRBonn/LiDAR-MOS

(LMNet) Moving Object Segmentation in 3D LiDAR Data: A Learning-based Approach Exploiting Sequential Data (RAL/IROS 2021)

deep-learning deep-neural-networks dynamic-slam lidar lidar-slam mapping motion-detection moving-object-segmentation point-cloud segmentation slam

Last synced: 28 Oct 2024

https://github.com/prbonn/lidar-mos

(LMNet) Moving Object Segmentation in 3D LiDAR Data: A Learning-based Approach Exploiting Sequential Data (RAL/IROS 2021)

deep-learning deep-neural-networks dynamic-slam lidar lidar-slam mapping motion-detection moving-object-segmentation point-cloud segmentation slam

Last synced: 21 Dec 2024

https://github.com/the-full-stack/fsdl-text-recognizer-2022-labs

Complete deep learning project developed in Full Stack Deep Learning, 2022 edition. Generated automatically from https://github.com/full-stack-deep-learning/fsdl-text-recognizer-2022

deep-neural-networks machine-learning mlops

Last synced: 21 Dec 2024

https://github.com/memo/ofxmsatensorflow

C++ openframeworks addon and examples integrating Google's TensorFlow numerical computation and machine learning library

artificial-intelligence artificial-neural-networks deep-learning deep-neural-networks machine-learning openframeworks openframeworks-addon tensorflow

Last synced: 22 Dec 2024

https://github.com/memo/ofxMSATensorFlow

C++ openframeworks addon and examples integrating Google's TensorFlow numerical computation and machine learning library

artificial-intelligence artificial-neural-networks deep-learning deep-neural-networks machine-learning openframeworks openframeworks-addon tensorflow

Last synced: 06 Nov 2024

https://github.com/mdietrichstein/tensorflow-open_nsfw

Tensorflow Implementation of Yahoo's Open NSFW Model

caffe deep-learning deep-neural-networks tensorflow tensorflow-models

Last synced: 22 Dec 2024

https://github.com/ruiminshen/yolo2-pytorch

PyTorch implementation of the YOLO (You Only Look Once) v2

caffe2 computer-vision deep-learning deep-neural-networks object-detection onnx python pytorch yolo2

Last synced: 04 Nov 2024

https://github.com/gemengtju/Tutorial_Separation

This repo summarizes the tutorials, datasets, papers, codes and tools for speech separation and speaker extraction task. You are kindly invited to pull requests.

deep-learning deep-neural-networks signal-processing speech-analysis speech-processing speech-separation

Last synced: 02 Nov 2024

https://github.com/patrick-kidger/torchcde

Differentiable controlled differential equation solvers for PyTorch with GPU support and memory-efficient adjoint backpropagation.

controlled-differential-equations deep-learning deep-neural-networks differential-equations dynamical-systems machine-learning neural-differential-equations neural-networks pytorch time-series

Last synced: 22 Dec 2024

https://github.com/rkcosmos/deepcut

A Thai word tokenization library using Deep Neural Network

deep-learning deep-neural-networks keras keras-tensorflow python segmentation tensorflow thai

Last synced: 22 Dec 2024

https://github.com/eliahuhorwitz/DeepSIM

Official PyTorch implementation of the paper: "DeepSIM: Image Shape Manipulation from a Single Augmented Training Sample" (ICCV 2021 Oral)

computer-graphics computer-vision deep-learning deep-neural-networks edge-to-image generative-adversarial-network iccv2021 image-editing image-to-image-translation pytorch segmantation-to-image single-image

Last synced: 27 Nov 2024

https://github.com/eliahuhorwitz/deepsim

Official PyTorch implementation of the paper: "DeepSIM: Image Shape Manipulation from a Single Augmented Training Sample" (ICCV 2021 Oral)

computer-graphics computer-vision deep-learning deep-neural-networks edge-to-image generative-adversarial-network iccv2021 image-editing image-to-image-translation pytorch segmantation-to-image single-image

Last synced: 23 Dec 2024

https://github.com/uncomplicate/deep-diamond

A fast Clojure Tensor & Deep Learning library

clojure cuda deep-learning deep-neural-networks dnnl gpu java nvidia

Last synced: 23 Dec 2024

https://github.com/ylongqi/openrec

OpenRec is an open-source and modular library for neural network-inspired recommendation algorithms

deep-learning deep-neural-networks machine-learning ml recommendation recommendation-algorithm recommendation-system

Last synced: 13 Nov 2024

https://github.com/Niketkumardheeryan/ML-CaPsule

ML-capsule is a Project for beginners and experienced data science Enthusiasts who don't have a mentor or guidance and wish to learn Machine learning. Using our repo they can learn ML, DL, and many related technologies with different real-world projects and become Interview ready.

analytics data-analysis data-science data-visualization datascience deep-learning deep-neural-networks deployment flask heroku-deployment machine-learning python r statistics streamlit-webapp

Last synced: 13 Nov 2024

https://github.com/adicherlavenkatasai/ml-workspace

Machine Learning (Beginners Hub), information(courses, books, cheat sheets, live sessions) related to machine learning, data science and python is available

cheat-sheets convolutional-networks data-science deep-learning deep-neural-networks gans harvard-edx interview-questions machine-learning python

Last synced: 31 Oct 2024

https://github.com/neuromorphicprocessorproject/snn_toolbox

Toolbox for converting analog to spiking neural networks (ANN to SNN), and running them in a spiking neuron simulator.

brian brian2 caffe deep-learning deep-neural-networks keras lasagne loihi nest pynn pytorch spiking-neural-networks spinnaker tensorflow

Last synced: 25 Dec 2024

https://github.com/NeuromorphicProcessorProject/snn_toolbox

Toolbox for converting analog to spiking neural networks (ANN to SNN), and running them in a spiking neuron simulator.

brian brian2 caffe deep-learning deep-neural-networks keras lasagne loihi nest pynn pytorch spiking-neural-networks spinnaker tensorflow

Last synced: 09 Nov 2024

https://github.com/teticio/deej-ai

Create automatic playlists by using Deep Learning to *listen* to the music.

deep-neural-networks genius genre mix playlist-generator playlists spotify

Last synced: 22 Dec 2024

https://github.com/mkocabas/pose-residual-network

Code for the Pose Residual Network introduced in 'MultiPoseNet: Fast Multi-Person Pose Estimation using Pose Residual Network (ECCV 2018)' paper

deep-learning deep-neural-networks eccv eccv-2018 keras pose-estimation python tensorflow

Last synced: 24 Dec 2024

https://github.com/seasonsh/probabilistic-face-embeddings

(ICCV 2019) Uncertainty-aware Face Representation and Recognition

deep-learning deep-neural-networks face-recognition tensorflow uncertainty

Last synced: 25 Dec 2024

https://github.com/karolzak/keras-unet

Helper package with multiple U-Net implementations in Keras as well as useful utility tools helpful when working with image semantic segmentation tasks. This library and underlying tools come from multiple projects I performed working on semantic segmentation tasks

deep-learning deep-neural-networks deeplearning image-segmentation keras keras-tensorflow satellite-imagery segmentation semantic-segmentation u-net unet unet-image-segmentation unet-keras

Last synced: 20 Dec 2024

https://github.com/mme/vergeml

Machine Learning Environment - alpha version

command-line deep-learning deep-neural-networks machine-learning python rest-api

Last synced: 24 Dec 2024

https://github.com/sony/model_optimization

Model Compression Toolkit (MCT) is an open source project for neural network model optimization under efficient, constrained hardware. This project provides researchers, developers, and engineers advanced quantization and compression tools for deploying state-of-the-art neural networks.

deep-learning deep-neural-networks edge-ai machine-learning network-compression network-quantization neural-network optimizer ptq pytorch qat quantization tensorflow

Last synced: 13 Dec 2024

https://github.com/microsoft/nn-meter

A DNN inference latency prediction toolkit for accurately modeling and predicting the latency on diverse edge devices.

deep-learning deep-neural-networks edge-ai edge-computing efficient-model inference latency machine-learning neural-architecture-search onnx-models python pytorch tensorflow-models

Last synced: 20 Dec 2024

https://github.com/xplip/pixel

Research code for pixel-based encoders of language (PIXEL)

deep-learning deep-neural-networks language-model machine-learning nlp pytorch

Last synced: 23 Dec 2024

https://github.com/albanie/collaborative-experts

Video embeddings for retrieval with natural language queries

deep-neural-networks video-retrieval

Last synced: 18 Nov 2024

https://github.com/arunmichaeldsouza/tensorflow-image-detection

A generic image detection program that uses Google's Machine Learning library, Tensorflow and a pre-trained Deep Learning Convolutional Neural Network model called Inception.

convolutional-neural-networks deep-learning deep-neural-networks image-detection machine-learning tensorflow

Last synced: 24 Dec 2024

https://github.com/aqlaboratory/rgn

Recurrent Geometric Networks for end-to-end differentiable learning of protein structure

deep-learning deep-neural-networks protein-structure protein-structure-prediction

Last synced: 25 Dec 2024

https://github.com/scopeInfinity/Video2Description

Video to Text: Natural language description generator for some given video. [Video Captioning]

audio-processing cnn-keras deep-neural-networks image-captioning lstm-neural-networks video-captioning video-processing video-to-text

Last synced: 06 Nov 2024

https://github.com/liuruoze/mini-alphastar

(JAIR'2022) A mini-scale reproduction code of the AlphaStar program. Note: the original AlphaStar is the AI proposed by DeepMind to play StarCraft II. JAIR = Journal of Artificial Intelligence Research.

deep-learning deep-neural-networks deep-reinforcement-learning gaming imitation-learning mini-alphastar multi-agent-systems pytorch reinforcement-learning sc2replay self-playing-bot starcraft-ii-bot starcraft2 starcraft2-ai supervised-learning

Last synced: 24 Dec 2024

https://github.com/sozykin/dlpython_course

Примеры для курса "Программирование глубоких нейронных сетей на Python"

deep-learning deep-learning-tutorial deep-neural-networks keras keras-tensorflow keras-tutorials python tensorflow tensorflow-tutorials

Last synced: 23 Dec 2024

https://github.com/teticio/Deej-AI

Create automatic playlists by using Deep Learning to *listen* to the music.

deep-neural-networks genius genre mix playlist-generator playlists spotify

Last synced: 03 Nov 2024

https://github.com/soskek/attention_is_all_you_need

Transformer of "Attention Is All You Need" (Vaswani et al. 2017) by Chainer.

attention-mechanism chainer deep-learning deep-neural-networks google neural-network

Last synced: 18 Dec 2024

https://github.com/d-li14/octconv.pytorch

PyTorch implementation of Octave Convolution with pre-trained Oct-ResNet and Oct-MobileNet models

deep-neural-networks iccv2019 imagenet mobilenet multi-scale octconv pytorch-implementation resnet

Last synced: 18 Dec 2024

https://github.com/Epistimio/orion

Asynchronous Distributed Hyperparameter Optimization.

auto-ml deep-learning deep-neural-networks hyperparameter-optimization machine-learning research

Last synced: 15 Nov 2024

https://github.com/yu4u/mixup-generator

An implementation of "mixup: Beyond Empirical Risk Minimization"

data-augmentation deep-neural-networks generator keras mixup

Last synced: 29 Oct 2024

https://github.com/gustavz/realtime_object_detection

Plug and Play Real-Time Object Detection App with Tensorflow and OpenCV

api deep-learning deep-neural-networks google object-detection opencv python real-time tensorflow

Last synced: 19 Nov 2024

https://github.com/patrick-kidger/signatory

Differentiable computations of the signature and logsignature transforms, on both CPU and GPU. (ICLR 2021)

deep-learning deep-neural-networks logsignature logsignatures machine-learning pytorch rough-paths signature signatures

Last synced: 20 Dec 2024