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.

GitHub: https://github.com/topics/deep-neural-networks
Wikipedia: https://en.wikipedia.org/wiki/Deep_neural_networks
Aliases: deep-neural-network,
Last updated: 2025-05-02 00:06:55 UTC
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https://github.com/dansuh17/deep-learning-roadmap

my own deep learning mastery roadmap

ai cnn deep-learning deep-neural-networks gan gans generative-adversarial-network nas neural-architecture-search neural-network papers roadmap

Last synced: 29 Mar 2025

https://github.com/jay-johnson/train-ai-with-django-swagger-jwt

Train AI (Keras + Tensorflow) to defend apps with Django REST Framework + Celery + Swagger + JWT - deploys to Kubernetes and OpenShift Container Platform

ai ai-security anti-nex celery celery-tasks deep-neural-networks django-rest-framework drf jwt keras machine-learning machine-learning-security network-analysis network-security openshift rest-api swagger tensorflow

Last synced: 14 Apr 2025

https://github.com/redouanelg/eddynet

EddyNet: A Deep Neural Network For Pixel-Wise Classification of Oceanic Eddies

deep-neural-networks oceanic-eddies segmentation selu u-net

Last synced: 13 Apr 2025

https://github.com/SIP-Lab/CNN-VAD

A Convolutional Neural Network based Voice Activity Detector for Smartphones

deep-learning deep-neural-networks digital-signal-processing smartphone speech-processing

Last synced: 14 Nov 2024

https://github.com/nico-curti/numpynet

Neural Networks library in pure numpy

deep-learning deep-neural-networks documentation learning-by-doing neural-networks

Last synced: 12 Apr 2025

https://github.com/petronetto/pytorch-alpine

A very small PyTorch container in Alpine Linux

alpine alpine-linux artificial-intelligence containers deep-learning deep-neural-networks deeplearning docker machine-learning neural-networks python python3 pytorch tensor torch

Last synced: 30 Apr 2025

https://github.com/soskek/convolutional_seq2seq

fairseq: Convolutional Sequence to Sequence Learning (Gehring et al. 2017) by Chainer

chainer deep-learning deep-neural-networks machine-learning seq2seq

Last synced: 15 Apr 2025

https://github.com/vpanjeta/hotdog-or-not-hotdog

Implementation of Hot Dog or not app from Silicon Valley (CNN to identify if the given picture is a hot dog or not)

cnn convolutional-neural-networks deep-learning deep-neural-networks deeplearning hot-dogs hotdog image-classification image-classifier image-recognition inception not-hotdog picture python silicon silicon-valley tensorflow tensorflow-tutorials valley

Last synced: 02 May 2025

https://github.com/chnsh/deep-semantic-code-search

Deep Semantic Code Search aims to explore a joint embedding space for code and description vectors and then use it for a code search application

deep-learning deep-neural-networks nlp nlp-machine-learning

Last synced: 15 Mar 2025

https://github.com/amitkaps/deep-learning

Deep Learning Bootcamp

deep-learning deep-neural-networks image-classification keras python tensorflow text-classification

Last synced: 08 Apr 2025

https://github.com/braun-steven/dfi-tensorflow

Implementation of Deep Feature Interpolation in Tensorflow using a VGG19 model

deep-learning deep-neural-networks machine-learning tensorflow

Last synced: 30 Apr 2025

https://github.com/ParikhKadam/bidaf-keras

Bidirectional Attention Flow for Machine Comprehension implemented in Keras 2

bidaf deep-learning deep-neural-networks deeplearning keras keras-models keras-neural-networks keras-tensorflow machine-comprehension machine-intelligence natural-language-processing natural-language-understanding neural-nets neural-network neural-networks neuralnetwork nlp python3 question-answering tensorflow

Last synced: 27 Nov 2024

https://github.com/guanhuawang/sensai

sensAI: ConvNets Decomposition via Class Parallelism for Fast Inference on Live Data

cifar-10 cifar-100 cifar10 cifar100 cnn-classification deep-learning deep-neural-networks distributed-deep-learning distributed-machine-learning distributed-systems imagenet imagenet1k machine-learning mlsys mobilenet-v2 resnet shufflenet-v2 sysml vgg

Last synced: 15 Apr 2025

https://github.com/mooseburger1/springboard-data-science-immersive

convolutional-neural-networks data-science deep-learning deep-neural-networks eda h5 hadoop nlp opencv pyspark python sql statistical-analysis statistical-inference statistical-modeling tensorboard tensorflow time-series-analysis time-series-prediction web-scraping

Last synced: 10 Apr 2025

https://github.com/kongruksiamza/machinelearning

โค้ดประกอบเนื้อหา Python Machine Learning เบื้องต้น

deep-learning deep-neural-networks face-recognition k-means-clustering knn-classification linear-regression machine-learning naive-bayes-classifier neural-network pca python

Last synced: 06 Apr 2025

https://github.com/hellloxiaotian/ctnet

A cross Transformer for image denoising(Information Fusion, 2024)

cnn computer-vision deep-learning deep-neural-networks image-denoising pytorch transformer

Last synced: 13 Apr 2025

https://github.com/qdata/deepchrome

Bioinformatics16: DeepChrome: Deep-learning for predicting gene expression from histone modifications

bioinformatics deep-neural-networks epigenetic-data understanding-computation

Last synced: 01 May 2025

https://github.com/jordicorbilla/ocular-disease-intelligent-recognition-deep-learning

ODIR-2019: Ocular Disease Intelligent Recognition is a project leveraging state-of-the-art deep learning architectures to analyze and classify ocular diseases based on medical imaging data. This repository implements advanced machine learning techniques and modern neural network architectures to push the boundaries of intelligent recognition

computer-vision convolutional-neural-networks deep-learning deep-neural-networks fundus-image-analysis image-classification keras-tensorflow machine-learning medical-image-analysis python python3 tensorflow trasfer-learning

Last synced: 09 Apr 2025

https://github.com/ayulockin/losslandscape

Explores the ideas presented in Deep Ensembles: A Loss Landscape Perspective (https://arxiv.org/abs/1912.02757) by Stanislav Fort, Huiyi Hu, and Balaji Lakshminarayanan.

deep-neural-networks keras loss-landscape neural-networks tensorflow

Last synced: 30 Apr 2025

https://github.com/vmarkovtsev/bidisentiment

Two-way deep RNN for sentiment classification.

deep-neural-networks recurrent-neural-networks sentiment-analysis

Last synced: 14 Apr 2025

https://github.com/podgorskiy/vae

Example of vanilla VAE for face image generation at resolution 128x128 using pytorch.

autoencoder celeba celeba-dataset deep-learning deep-neural-networks deeplearning faces pytorch vae variational-autoencoder

Last synced: 01 May 2025

https://github.com/ritvik19/pyradox

State of the Art Neural Networks for Deep Learning

artificial-neural-networks convolutional-neural-networks deep-learning deep-neural-networks feedforward-neural-network neural-networks python3 recurrent-neural-networks tensorflow2

Last synced: 22 Mar 2025

https://github.com/nazmul-karim170/UNICON

[CVPR'22] Official Implementation of the CVPR 2022 paper "UNICON: Combating Label Noise Through Uniform Selection and Contrastive Learning"

contrastive-learning deep-learning deep-neural-networks jensen-shannon-divergence label-noise-robustness machine-learning noisy-labels semi-supervised-learning

Last synced: 05 Apr 2025

https://github.com/maxmekiska/imbrium

Standard and Hybrid Deep Learning Multivariate-Multi-Step & Univariate-Multi-Step Time Series Forecasting.

deep-learning deep-neural-networks keras tensorflow time-series

Last synced: 09 Apr 2025

https://github.com/sayakpaul/sharpness-aware-minimization-tensorflow

Implements sharpness-aware minimization (https://arxiv.org/abs/2010.01412) in TensorFlow 2.

computer-vision deep-neural-networks generalization loss-landscape tensorflow tpu-acceleration

Last synced: 30 Apr 2025

https://github.com/geoffxy/habitat

🔮 Execution time predictions for deep neural network training iterations across different GPUs.

deep-learning deep-neural-networks gpu neural-networks performance performance-prediction

Last synced: 31 Mar 2025

https://github.com/mkang315/CST-YOLO

[ICIP'24 Lecture Presentation] Official implementation of "CST-YOLO: A Novel Method for Blood Cell Detection Based on Improved YOLOv7 and CNN-Swin Transformer".

blood-cell-counting-dataset blood-cell-detection blood-cell-detection-dataset complete-bloodcell-count computer-vision convolutional-neural-networks deep-learning deep-neural-networks medical-image-analysis medical-image-computing medical-image-detection medical-image-processing multiscale object-detection shufflenet small-object-detection swin-transformer transformer yolo yolov7

Last synced: 21 Apr 2025

https://github.com/bokutotu/zenu

A Deep Learning framework with very few dependencies, Written in Rust

ai autograd blas cublas cuda cudnn deep-learning deep-neural-networks gpu-computing hpc rust

Last synced: 05 Apr 2025

https://github.com/hichoe95/Rarity-Score

[ICLR-2023] Rarity Score : A New Metric to Evaluate the Uncommonness of Synthesized Images

deep-neural-networks generative-model metric

Last synced: 15 Nov 2024

https://github.com/puzzlelib/puzzlelib

Deep Learning framework with NVIDIA & AMD support

data-science deep-learning deep-neural-networks gpu library machine-learning ml neural-network numpy python tensor

Last synced: 13 Feb 2025

https://github.com/FabianGroeger96/cnn-number-detection

Number detection implemented using TensorFlow with custom CNN architecture for fast inference and custom dataset

cnn convolutional-neural-networks custom-architecture custom-dataset deep-learning deep-neural-networks digit-number dnn image-processing neural-network number-detection python tensorflow

Last synced: 16 Nov 2024

https://github.com/fabiangroeger96/cnn-number-detection

Number detection implemented using TensorFlow with custom CNN architecture for fast inference and custom dataset

cnn convolutional-neural-networks custom-architecture custom-dataset deep-learning deep-neural-networks digit-number dnn image-processing neural-network number-detection python tensorflow

Last synced: 30 Nov 2024

https://github.com/rubixml/cifar-10

Use the famous CIFAR-10 dataset to train a multi-layer neural network to recognize images of cats, dogs, and other things.

artificial-intelligence cifar-10 computer-vision cross-validation deep-learning deep-neural-networks example-project image-classification image-recognition machine-learning machine-learning-tutorial neural-network object-detection php php-ai php-machine-learning php-ml pipeline rubix-ml tutorial

Last synced: 04 Dec 2024

https://github.com/hellloxiaotian/ecndnet

Enhanced CNN for image denoising (CAAI Transactions on Intelligence Technology, 2019)

cnn cnn-pytorch deep-learning deep-neural-networks dilated-convolution image-denoise low-level-vision residual-learning

Last synced: 28 Apr 2025

https://github.com/deel-ai/oodeel

Simple, compact, and hackable post-hoc deep OOD detection for already trained tensorflow or pytorch image classifiers.

deep-neural-networks out-of-distribution-detection post-hoc-analysis pytorch robustness tensorflow

Last synced: 10 Apr 2025

https://github.com/sdsubhajitdas/rocket_lander_gym

💥💥 This is a easy installable extension for OpenAi Gym Environment. This simulates SpaceX Falcon landing.

artificial-intelligence deep-learning deep-neural-networks deep-q-network gym gym-environment openai openai-gym openai-gym-agents openai-gym-environment openai-gym-environments reinforcement-learning reinforcement-learning-agent reinforcement-learning-playground spacex spacex-launches spacex-visualization spacexbot tensorflow tensorflow-experiments

Last synced: 09 Feb 2025

https://github.com/guaishou74851/scnet

(IJCV 2024) Self-Supervised Scalable Deep Compressed Sensing [PyTorch]

compressed-sensing compressive-sampling compressive-sensing convolutional-neural-networks deep-learning deep-neural-networks deep-unfolding deep-unfolding-model deep-unrolling image-reconstruction inverse-imaging-problems self-supervised-learning

Last synced: 20 Mar 2025

https://github.com/deeplearning4j/deeplearning4j-docs

Documentation for Deeplearning4j - Deep Learning for the JVM, Java & Scala

deep-learning deep-neural-networks deeplearning4j documentation gh-pages machine-learning machine-learning-algorithms machine-learning-library machinelearning

Last synced: 12 Apr 2025

https://github.com/Scitator/catalyst-examples

Examples

computer-vision data-science deep-learning deep-neural-networks deep-reinforcement-learning machine-learning python pytorch

Last synced: 26 Nov 2024

https://github.com/pcpLiu/Serrano

A Swift deep learning library with Accelerate and Metal support.

deep-learning deep-neural-networks ios machine-learning macos swift

Last synced: 06 Dec 2024

https://github.com/skalskip/yolov5js

Effortless YOLOv5 javascript deployment

ai deep-learning deep-neural-networks javascript machine-learning tensorflowjs typescript yolo yolov5

Last synced: 30 Apr 2025

https://github.com/declare-lab/kingdom

Domain Adaptation using External Knowledge for Sentiment Analysis

adversarial-learning adversarial-networks deep-learning deep-neural-networks domain-adaptation opinion-mining sentiment-analysis

Last synced: 14 Apr 2025

https://github.com/dr-costas/dnd-sed

Sound event detection with depthwise separable and dilated convolutions.

audio-signal-processing deep-learning deep-neural-networks depthwise-separable-convolutions depthwiseseparableconvolution dilated-cnn dilated-convolution machine-learning machine-listening sound-event-detection

Last synced: 19 Nov 2024

https://github.com/ajaybhat/Tensorflow-For-Beginners

Introduction to deep learning with Tensorflow.

anaconda cnn convolutional-networks convolutional-neural-networks covnet-image-classifier deep-learning deep-neural-networks image-classification neural-network neural-networks python tensorflow tutorial

Last synced: 24 Apr 2025

https://github.com/benedekrozemberczki/FEATHER

The reference implementation of FEATHER from the CIKM '20 paper "Characteristic Functions on Graphs: Birds of a Feather, from Statistical Descriptors to Parametric Models".

data-mining deep-learning deep-neural-networks deepwalk graph graph-classification graph-convolution graph-embedding graph-kernel graph2vec machine-learning network-embedding networkx neural-network node-classification node-embedding node2vec pytorch representation-learning tensorflow

Last synced: 17 Apr 2025

https://github.com/benedekrozemberczki/feather

The reference implementation of FEATHER from the CIKM '20 paper "Characteristic Functions on Graphs: Birds of a Feather, from Statistical Descriptors to Parametric Models".

Last synced: 11 Apr 2025

https://github.com/joisino/speedbook

書籍『深層ニューラルネットワークの高速化』のサポートサイトです。

deep-learning deep-neural-networks distillation efficiency neural-networks pruning pytorch quantization

Last synced: 09 Feb 2025

https://github.com/hristo-vrigazov/dnn.cool

A framework for multi-task learning, where you may precondition tasks and compose them into bigger tasks. Conditional objectives and per-task evaluations and interpretations.

catalyst deep-learning deep-neural-network deep-neural-networks multitask-learning multitasking pytorch task-composition task-precondition

Last synced: 21 Dec 2024

https://github.com/marco-willi/camera-trap-classifier

Automatically identify animals in camera trap images by training a deep neural network.

camera-trap-classifier camera-trap-images convolutional-neural-networks deep-neural-networks ecology-modelling identifying-animal-species

Last synced: 13 Apr 2025

https://github.com/lukashedegaard/continual-inference

A Python library for Continual Inference Networks in PyTorch

cnn continual-inference convolutional-neural-networks deep-learning deep-neural-networks efficiency machine-learning neural-networks pytorch recurrent-neural-network

Last synced: 06 Apr 2025

https://github.com/hellloxiaotian/swcnn

A self-supervised CNN for image watermark removal (IEEE Transactions on Circuits and Systems for Video 2024)

cnn deep-learning deep-neural-networks python pytorch self-supervised-learning unet watermark-removal

Last synced: 28 Apr 2025

https://github.com/guaishou74851/adcsr

(CVPR 2025) Adversarial Diffusion Compression for Real-World Image Super-Resolution [PyTorch]

adversarial-diffusion-compression adversarial-distillation computer-vision cvpr2025 deep-learning deep-neural-networks diffusion-models image-reconstruction image-restoration one-step-diffusion one-step-diffusion-model pruning python python3 pytorch super-resolution

Last synced: 15 Apr 2025

https://github.com/rangilyu/mobilenext

non-official PyTorch implementation of MobileNeXt from paper [Rethinking Bottleneck Structure for Efficient Mobile Network Design]

deep-neural-networks mobilenet pytorch

Last synced: 30 Apr 2025

https://github.com/LukasHedegaard/continual-inference

A Python library for Continual Inference Networks in PyTorch

cnn continual-inference convolutional-neural-networks deep-learning deep-neural-networks efficiency machine-learning neural-networks pytorch recurrent-neural-network

Last synced: 15 Nov 2024

https://github.com/yangboz/godpaper

:monkey_face: An AI chess-board-game framework(by many programming languages) implementations.

actionscript ai alphago board-game cnn deep-neural-networks deep-reinforcement-learning deeplearning dnn docker finite-state-machine flash fuzzy-logic-control game-engine kubernetes mcts microservice policytree starling wiki

Last synced: 20 Mar 2025

https://github.com/rodrigosetti/dbn-cuda

GPU accelerated Deep Belief Network

dbn dbn-cuda deep-belief-network deep-learning deep-neural-networks neural-networks

Last synced: 16 Dec 2024

https://github.com/26hzhang/dense_bilstm

Tensorflow Implementation of Densely Connected Bidirectional LSTM with Applications to Sentence Classification

deep-neural-networks highway-network lstm rnn sentence-classification tensorflow

Last synced: 19 Apr 2025

https://github.com/iver56/image-regression

A DNN that takes in x, y and outputs colors at that point to approximately "paint" an image. A toy problem.

deep-neural-networks dnn image keras python regression

Last synced: 20 Mar 2025

https://github.com/mdsunivie/deeperwin

DeepErwin is a python 3.8+ package that implements and optimizes JAX 2.x wave function models for numerical solutions to the multi-electron Schrödinger equation. DeepErwin supports weight-sharing when optimizing wave functions for multiple nuclear geometries and the usage of pre-trained neural network weights to accelerate optimization.

deep-learning deep-neural-networks physical-chem quantum-monte-carlo schrodinger-equation transfer-learning variational-monte-carlo weight-sharing

Last synced: 13 Nov 2024

https://github.com/cheungdaven/deeplearning4recommendersystem

deep learning for recommender system

collaborative-filtering deep-learning deep-neural-networks recommender-system

Last synced: 28 Feb 2025

https://github.com/satellite-image-deep-learning/model-training-and-deployment

Training and deployment of deep learning models for satellite & aerial imagery

aws cloud deep-learning deep-neural-networks deployment keras machine-learning python pytorch tensorflow

Last synced: 19 Dec 2024

https://github.com/willguimont/learnable_fourier_positional_encoding

Learnable Fourier Features for Multi-Dimensional Spatial Positional Encoding

attention-is-all-you-need deep-learning deep-neural-networks deeplearning positional-encoding pytorch transformer

Last synced: 02 Apr 2025

https://github.com/sidgan/whats_in_a_question

CVPR'17 Spotlight: What’s in a Question: Using Visual Questions as a Form of Supervision

computer-vision deep-learning deep-neural-networks vqa

Last synced: 01 Apr 2025

https://github.com/aydinnyunus/machine-learning

Machine Learning (Easy to Hard step by step)

deep deep-learning deep-learning-algorithms deep-learning-tutorial deep-neural-networks deep-reinforcement-learning deeplearning machine machine-learning machine-learning-algorithms machine-learning-coursera machine-translation machinelearning machinelearning-python python python-3 python-script python2 python27 python3

Last synced: 09 Apr 2025

https://github.com/adityashrm21/information-theory-deep-learning

Resources and Implementations (PyTorch) for Information Theoretical concepts in Deep Learning

deep-learning deep-neural-networks information-theory neural-networks pytorch

Last synced: 29 Apr 2025

https://github.com/onnx/onnx-r

R Interface to Open Neural Network Exchange (ONNX)

cran deep-learning deep-neural-networks onnx rstats

Last synced: 28 Apr 2025

https://github.com/sakemin/cog-musicgen-chord

Chord conditioning implemented MusicGen

deep-learning deep-neural-networks music-generation music-generation-deep-learning

Last synced: 05 Apr 2025

https://github.com/patonlab/cascade

CAlculation of NMR using Deep LEarning

3d-structures calculate-chemical-shifts deep-neural-networks nmr-chemical-shifts

Last synced: 20 Nov 2024

https://github.com/xtra-computing/g3

G3: A Programmable GNN Training System on GPU

deep-neural-networks gnn gnn-architectures gpu gpu-acceleration gpu-computing graph-neural-network graph-processing graph-systems gunrock

Last synced: 13 Apr 2025

https://github.com/projects-developer/google-stock-price-prediction-by-deep-learning

Top Class Stock Price Prediction Project through Machine Learning Algorithms for Google. Easy Understanding and Implementation. B.tech Final Year College Project.

btech-project btechfinalyear capstone-project data-science deep-learning deep-neural-networks final-year-project google-projects ieee lstm machine machine-learning major-project minor-projects prediction-model semester-project stock-price-prediction stocks

Last synced: 11 Apr 2025

https://github.com/sanechips-multimedia/syenet

SYENet: A Simple Yet Effective Network for Multiple Low-Level Vision Tasks with Real-Time Performance on Mobile Device, in ICCV 2023

computer-vision deep-neural-networks

Last synced: 20 Mar 2025

https://github.com/vpanjeta/meme-classifier

Deep Learning model to predict the template of the given meme

cnn deep-learning deep-neural-networks meme-classifier meme-templates memes neural-network prediction tensorflow

Last synced: 12 Apr 2025

https://github.com/saareliad/FTPipe

FTPipe and related pipeline model parallelism research.

deep-neural-networks distributed-training fine-tuning nlp pipeline-parallelism t5

Last synced: 13 Apr 2025

https://github.com/wukevin/babel

Deep learning model for single-cell inference of multi-omic profiles from a single input modality.

deep-neural-networks multi-omics scatac-seq scrna-seq single-cell

Last synced: 10 Apr 2025

https://github.com/kourouklides/artificial_neural_networks

A collection of Methods and Models for various architectures of Artificial Neural Networks

artificial-neural-networks bayesian-inference bayesian-learning bayesian-neural-networks data-science deep-learning deep-neural-networks edward edward2 keras machine-learning machine-learning-algorithms machinelearning neural-networks probabilistic-modeling probabilistic-models python tensorflow variational-inference

Last synced: 18 Nov 2024

https://github.com/karolzak/cntk-hotel-pictures-classificator

This POC is using CNTK 2.1 to train model for multiclass classification of images. Our model is able to recognize specific objects (i.e. toilet, tap, sink, bed, lamp, pillow) connected with picture types we are looking for. It plays a big role in a process which will be used to classify pictures from different hotels and determine whether it's a picture of bathroom, bedroom, hotel front, swimming pool, bar, etc.

ai alexnet-model classification cntk cntk-model cognitive-toolkit deep-learning deep-neural-networks dsvm faster-rcnn machine-learning ml object-classification object-detection python transfer-learning

Last synced: 30 Apr 2025

https://github.com/maghoumi/deepnag

Deep Non-Adversarial Gesture Generation

deep-learning deep-neural-networks dynamic-time-warping gan generative-adversarial-network gesture-generation pytorch sequence-generation soft-dtw

Last synced: 21 Nov 2024

https://github.com/ahmdtaha/constrained_attention_filter

(ECCV2020) Tensorflow implementation of A Generic Visualization Approach for Convolutional Neural Networks

attention-visualization autonomous-driving autonomous-vehicles classification convolutional-neural-networks deep-neural-networks feature-embedding imagenet python-3 python3 retrieval tensorflow weakly-supervised-localization

Last synced: 10 Apr 2025

https://github.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars

🖍️ This project achieves some functions of image identification for Self-Driving Cars. First, use yolov5 for object detection. Second, image classification for traffic light and traffic sign. Furthermore, the GUI of this project makes it more user-friendly for users to realize the image identification for Self-Driving Cars.

computer-vision convolutional-neural-networks deep-learning deep-neural-networks dr droidcam python pytorch real-time-detection self-driving-car tensorflow tkinter tkinter-gui tkinter-python traffic-light-classification traffic-sign-classification webcam webcam-capture yolo yolov5

Last synced: 21 Apr 2025

https://github.com/idouble/deep-learning-machine-learning-ai-tensorflow-python

🐍 A Collection of Notes for Learning & Understanding Deep Learning / Machine Learning / Artificial Intelligence (AI) with TensorFlow 🐍

ai artificial artificial-intelligence artificial-neural-networks biases deep-learning deep-neural-networks inputs machine-learning machine-learning-algorithms multidimensional-arrays neural-networks outputs python summation tensor tensorflow tensorflow-examples understanding-neural-networks weights

Last synced: 29 Dec 2024

https://github.com/ayushexel/detectx-yolo-v3

Yolo-V3 implementation from scratch in pytorch

computer-vision deep-learning deep-neural-networks deeplearning machine-learning pytorch yolov3

Last synced: 30 Apr 2025

https://github.com/lumtis/react-native-caffe2

React native package to use caffe2 models. Use deep learning on hybrid mobile application within 2 min

android caffe2 deep-learning deep-neural-networks hybrid image-classification ios machine-learning mobile-app npm-package opencv2 react-native

Last synced: 15 Feb 2025

https://github.com/yu-iskw/google-cloud-deep-learning-kit

Create a GPU instance on GCP with Jupyter + Keras(Tensorflow) + Nvidia Docker

deep-learning deep-neural-networks docker google-cloud gpu jupyter keras nvidia-docker tensorflow

Last synced: 05 Apr 2025

https://github.com/ahmedfgad/introdlpython

This repository is updated by a number of introductory projects to deep learning with Python.

artificial-intelligence artificial-neural-networks deep-learning deep-neural-networks gradient-descent numpy python

Last synced: 23 Apr 2025

https://github.com/gsurma/deep_dream

DeepDream psychodelic image generator.

artificial-intelligence cnn convolutional-neural-networks deep-dream deep-dreaming deep-learning deep-neural-networks inception machine-learning python python3 style-transfer tensorflow tensorflow-examples

Last synced: 09 Feb 2025

https://github.com/adityashrm21/music-classification-cnn-pytorch

Music genre classification using Convolutional Neural Networks on Spectrograms in PyTorch

audio-processing classification cnn convolutional-neural-networks deep-learning deep-neural-networks machine-learning python pytorch

Last synced: 29 Apr 2025

https://github.com/ofnote/tsanley

A runtime shape checker and auto-annotator for tensor programs (pronounced "stanley")

deep-learning deep-neural-networks neural-networks numpy pytorch tensorflow

Last synced: 13 Feb 2025

https://github.com/charlesll/i-melt

i-Melt is a machine learning model of the properties of aluminosilicate melts and glasses

deep-learning deep-neural-networks geosciences glass machine-learning material pgnn python pytorch

Last synced: 09 Apr 2025

https://github.com/rubixml/mnist

Handwritten digit recognizer using a feed-forward neural network and the MNIST dataset of 70,000 human-labeled handwritten digits.

computer-vision cross-validation deep-learning deep-neural-networks image-classification image-recognition machine-learning machine-learning-tutorial mnist mnist-dataset mnist-handwriting-recognition neural-network php php-ai php-machine-learning php-ml pipeline rubix-ml tutorial

Last synced: 04 Dec 2024

https://github.com/ahmdtaha/tf_retrieval_baseline

A Tensorflow retrieval (space embedding) baseline. Metric learning baseline on CUB and Stanford Online Products.

cub-200-2011 cub-dataset deep-learning deep-neural-networks embedding metric-learning python3 retrieval retrieving-images stanford-online tensorflow tensorflow-retrieval tensorflow1 tensorflow2

Last synced: 10 Apr 2025

https://github.com/daniel-muthukrishna/astrodash

Deep learning for the automated spectral classification of supernovae

astronomy astrophysics classification cosmology deep-learning deep-neural-networks machine-learning pypi spectra supernovae tensorflow transients

Last synced: 13 Apr 2025

https://github.com/satyajitghana/padhai-course

Repository containing the colab-notebooks of the course i did on deep learning from One-Fourth-Labs

cnn colab-notebooks convolutional-neural-networks course deep-learning deep-neural-networks feedforward-neural-networks from gradient-descent-algorithm guvi network neural one-fourth-labs padhai pytorch scratch

Last synced: 26 Dec 2024

https://github.com/abhineet123/animal_detection

Animal Detection in Man-made Environments using Deep Learning

animal-detection deep-learning deep-neural-networks labelling paper retinanet siamese-fc siammask surveillance tf-api video yolov3

Last synced: 21 Nov 2024

https://github.com/mravanelli/pytorch_MLP_for_ASR

This code implements a basic MLP for speech recognition. The MLP is trained with pytorch, while feature extraction, alignments, and decoding are performed with Kaldi. The current implementation supports dropout and batch normalization. An example for phoneme recognition using the standard TIMIT dataset is provided.

asr cuda deep-learning deep-neural-networks feedforward-neural-network kaldi kaldi-asr mlp multilayer-perceptron neural-networks python pytorch speech-recognition timit