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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.

GitHub: https://github.com/topics/deep-neural-networks
Wikipedia: https://en.wikipedia.org/wiki/Deep_neural_networks
Aliases: deep-neural-network,
Last updated: 2025-01-10 00:07:09 UTC
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https://github.com/pegah-ardehkhani/pneumonia-diagnosis-in-chest-x-ray-images

Detect Pneumonia Using Deep Learning Models (CNN and InceptionV3)

cnn data-science deep-learning deep-learning-algorithms deep-learning-healthcare deep-neural-networks healthcare image-classification image-processing lungs machine-learning machine-learning-algorithms pneumonia pneumonia-classification pneumonia-detection pneumonia-diagnosis pneumoniac-xray tensorflow transfer-learning x-ray-images

Last synced: 07 Jan 2025

https://github.com/shuaihuang/deeplearningnotes

深度学习读书笔记

deep-learning deep-neural-networks notes reading-note

Last synced: 28 Nov 2024

https://github.com/rajspeaks/deep-learning-coursera-specialization-programming-assignments

Presenting all the solved programming assignments of Deep Learning Specialization by Deeplearning.ai (Andrew Ng)

convolutional-neural-networks coursera coursera-assignment coursera-specialization deep-learning deep-neural-networks deeplearning-ai jupyter-notebook neural-network python3 rajdeep-das rajspeaks reccurent-neural-network

Last synced: 30 Oct 2024

https://github.com/skalskip/yolov5js-zoo

Repository of pre-trained YOLOv5 models in tensorflow.js format

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

Last synced: 27 Oct 2024

https://github.com/deeplite/activ-sparse

Official PyTorch training code of Accelerating Deep Neural Networks via Semi-Structured Activation Sparsity (ICCV2023-RCV)

deep-neural-networks efficient-deep-learning efficient-inference low-latency raspberry-pi sparsity tinyml

Last synced: 04 Jan 2025

https://github.com/kingabzpro/magnet-model-the-geomagnetic-field

In this challenge, your task is to develop models for forecasting Dst that push the boundary of predictive performance, under operationally viable constraints, using the real-time solar-wind (RTSW) data feeds from NOAA’s DSCOVR and NASA’s ACE satellites. Improved models can provide more advanced warning of geomagnetic storms and reduce errors in magnetic navigation systems.

deep-neural-networks forecasting-dst geomagnetic geomagnetic-storms nasa noaa satellites time-series

Last synced: 17 Nov 2024

https://github.com/shivamsouravjha/digit-recognizer-by-cnn

this repo shows a code to recognize digits using CNN

cnn convolutional-neural-networks deep deep-neural-networks deeplearning digit digitrecognizer dl hacktoberfest ml

Last synced: 11 Nov 2024

https://github.com/yannick-kees/learning-geometric-phase-field-representations

Implementation of two phase field approaches for the surface reconstruction problem. One based of the Modica-Mortola theorem and the other based on Ambrosio-Tortorelli | Master Thesis

deep-learning deep-neural-networks fourier-features modica-mortola perimeter point-cloud rendering-3d-graphics surface-reconstruction

Last synced: 23 Nov 2024

https://github.com/manohara-ai/models_architecture

Model Archive

cnn deep-learning deep-neural-networks gan neural-networks reinforcement-learning

Last synced: 27 Dec 2024

https://github.com/prithvi45/conversational-chatbot

Chatbot built by using Deep Neural Networks and TensorFlow

deep-neural-networks python3 tensorflow

Last synced: 18 Nov 2024

https://github.com/burakahmet/deeplearning.ai-tensorflow-developer-professional-certificate

Quizzes and assignment submissions for DeepLearning.AI TensorFlow Developer Professional Certificate program

artificial-neural-networks cnn computer-vision convolutional-neural-networks coursera deep-learning deep-neural-networks deeplearning image-classification image-processing keras learning-notes machine-learning natural-language-processing neural-network neural-networks recurrent-neural-networks rnn tensorflow tensorflow-tutorials

Last synced: 10 Oct 2024

https://github.com/aydinnyunus/guessthepopulation

Guess The Population of Turkey

deep deep-learning deep-learning-algorithms deep-learning-tutorial deep-neural-networks deep-q-network deep-reinforcement-learning deeplearning machine machine-learning machine-learning-algorithms machine-learning-coursera machine-learning-library machine-translation machine-vision machinelearning machinelearning-python population turkey turkiye-nufus-haritasi

Last synced: 10 Jan 2025

https://github.com/salamanderxing/mate

🧉 the ultimate deep learning project management and sharing tool

deep-learning deep-neural-networks deeplearning jax machine-learning project-template pytorch pytorch-lightning reproducibility research tensorflow

Last synced: 20 Oct 2024

https://github.com/stefanolusardi/tiny_inference_engine

Client/Server system to perform distributed inference on high load systems.

ai cmake conan cpp deep-neural-networks docker grpc inference-client inference-engine inference-server kserve onnxruntime

Last synced: 10 Nov 2024

https://github.com/zubair-irshad/computer_vision_gatech

Computer Vision (CS 6476) Georgia Tech Assignment/Project Solutions

3dposeestimation camera-projection-matrix computer-vision cs-6476 deep-learning deep-neural-networks feature-matching georgia-tech hybrid-images image-filters objectron pytorch

Last synced: 16 Nov 2024

https://github.com/martinuzzifrancesco/neuralbasisexpansions.jl

Julia (Flux) implementation of NBeats

deep-learning deep-neural-networks julia nbeats time-series timeseries timeseries-forecasting

Last synced: 20 Oct 2024

https://github.com/bobazooba/shurale

Conversation AI model for open domain dialogs

bitsandbytes cerebras chatgpt deep-learning deep-neural-networks gpt gpt-4 gptq large-language-models llama llama2 llm mistral natural-language-processing nlp openai pytorch torch transformers vicuna

Last synced: 06 Dec 2024

https://github.com/ranjith-dhananjaya/darshan-device-for-avoidance-of-remotely-sensed-hurdles-and-navigation-using-python

This repository contains the files of my undergrad Major project.

bmsce community-project convolutional-neural-network deep-neural-networks engineering final-year-project image-processing machine-learning major-project neural-network python3 raspberry-pi-4 raspberry-pi-camera

Last synced: 30 Dec 2024

https://github.com/qengineering/rfcn_ncnn

Rfcn for ncnn framework

cpp deep-learning deep-neural-networks ncnn ncnn-framework raspberry raspberry-pi-3 raspberry-pi-4 rfcn

Last synced: 27 Nov 2024

https://github.com/rizwanmunawar/covid-19-chest-x_rays-images-multi-class-classification-computer-vision-

Covid-19 chest x_rays images multi-class classification while classes are (COVID, Pneumonia, normal)

convolutional-neural-networks deep-neural-networks deeplearning fine-tuning image-classification multilabel-classification transfer-learning vgg-16

Last synced: 15 Dec 2024

https://github.com/m-pektas/bfas

Brute Force Architecture Search

deep-learning deep-neural-networks hyperparameter-optimization mlops model-comparison model-compression nas neural-architecture-search python pytorch random-search

Last synced: 04 Jan 2025

https://github.com/ondrejbiza/aamas_19

Source code for the paper "Online Abstraction with MDP Homomorphisms for Deep Learning".

aamas abstraction deep-learning deep-neural-networks reinforcement-learning reinforcement-learning-algorithms

Last synced: 10 Nov 2024

https://github.com/rkc007/boon-nlp

BOON : An Intelligent Chatbot using Deep Neural Network

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

Last synced: 01 Jan 2025

https://github.com/diveshlunker/hindi-alphabet-recognition

Deep Learning algorithm in pytorch to detect Hindi Alphabets given in form of images

alphabet-recognition deep-learning deep-neural-networks deeplearning hindi-alphabet-recognition pytorch pytorch-cnn pytorch-implementation

Last synced: 23 Nov 2024

https://github.com/qengineering/peleenet_ssd

PeleeNet SSD for ncnn framework

cpp deep-neural-networks ncnn ncnn-framework pelee pelee-ssd peleenet peleenet-ssd raspberry raspberry-pi raspberry-pi-3 raspberry-pi-4

Last synced: 27 Nov 2024

https://github.com/victorbadenas/SimpleOnnxInference

A simple c++ onnx application for inferencing images

convolutional-neural-networks deep-learning deep-neural-networks onnxruntime

Last synced: 27 Oct 2024

https://github.com/ata-turhan/optimized-cnn-ta

It is a Jupyter notebook that compares different trading strategies using technical analysis, machine learning, and deep learning methods.

algorithmic-trading deep-neural-networks financial-engineering financial-machine-learning technical-analysis

Last synced: 23 Dec 2024

https://github.com/arkaung/dropout_bayesian_nn

Demonstration for using dropout as a means of bayesian approximation in Deep Neural Network

bayesian deep-neural-networks

Last synced: 17 Nov 2024

https://github.com/luluw8071/asl-alphabet-detection

American Sign Language Alphabet Detection in Real Time using OpenCV-Mediapipe with EfficientNetB0 in PyTorch

american-sign-language deep-neural-networks efficientnetb0 image-classification python pytorch sign-language-recognition streamlit

Last synced: 12 Nov 2024

https://github.com/gerardocipriano/Cerberus-Dog-Breed-Classification-and-Body-Localization-PyTorch

Cerberus is a PyTorch-based project for classifying dog breeds and localizing specific body parts within images. Our model is capable of recognizing and classifying 3 dog breeds (Toy Poodle, Beagle, Siberian Husky) and localizing 3 specific body parts (eyes, nose, tail) within images.

deep-learning deep-neural-networks python pytorch yolo

Last synced: 08 Nov 2024

https://github.com/czgdp1807/ptrustintervalsood

Probabilistic Trust Intervals For Detecting Out of Distribution Images

aritificial-intelligence deep-learning deep-neural-networks image-classification out-of-distribution-detection

Last synced: 05 Jan 2025

https://github.com/wesleylp/dissertation

Dissertation for the degree of M. Sc. in Electrical Engineering.

aedes aedes-aegypti computer-vision deep-learning deep-neural-networks object-detection

Last synced: 17 Dec 2024

https://github.com/emalagoli92/od-metrics

Python library for Object Detection metrics.

average-precision bounding-box bounding-boxes coco-api coco-dataset computer-vision deep-learning deep-neural-networks deeplearning iou iou-calculation machinelearning mean-average-precision mean-average-recall metrics neural-networks object-detection object-detection-metrics object-detection-model vision

Last synced: 15 Nov 2024

https://github.com/sadmansakib93/medical_image_classification_keras

This is an example of medical image classification (binary classification) using Keras. Note that, the model is not fully optimized in this program, and hence it can be further optimized and the accuracy of the model can be enhanced further.

convolutional-neural-networks deep-learning deep-neural-networks image-classification keras keras-neural-networks machine-learning medical-image-analysis

Last synced: 12 Nov 2024

https://github.com/ahammadmejbah/ibm-project-07-identify-stop-signs-with-transfer-learning

As part of the machine learning team for a corporation developing self-driving cars, you are working on a new stop sign detection technology. In order to determine if there is a stop sign when the car is on the road, your team proposes to capture snapshots every second, signaling the car to stop when there's a stop sign detected in the image.

algorithms data-science deep-learning deep-neural-networks project

Last synced: 11 Nov 2024

https://github.com/camara94/convolutional-neural-networks

Implement the foundational layers of CNNs (pooling, convolutions) and stack them properly in a deep network to solve multi-class image classification problems.

cnn-keras deep-neural-networks keras tensorflow

Last synced: 23 Dec 2024

https://github.com/atapas/ml-greenroots

ml-greenroots is a Pet project to run ML in the Browser using various libraries and frameworks available. How about a ⭐️?

deep-neural-networks gatsby gatsbyjs machine-learning ml5js netlify react reactjs

Last synced: 14 Oct 2024

https://github.com/avidlearnerinprogress/advanced-machine-learning-labs

Coursework solutions to AML Labs

cnn deep-learning deep-neural-networks tensorflow

Last synced: 14 Nov 2024

https://github.com/pegah-ardehkhani/neural-style-transfer

Generate an Image with the Same "Content" As a Base Image, But with the "Style" of a Different Picture

data-science deep-learning deep-neural-network deep-neural-networks generative-model inceptionv3 machine-learning neural-style neural-style-tensorflow neural-style-transfer neural-style-transfer-tensorflow neural-style-transfer-tutorial python style-transfer

Last synced: 07 Jan 2025

https://github.com/fork123aniket/text-generation

Implementation of Multi-Layer LSTMs for word-level language modelling in Tensorflow

deep-learning deep-neural-networks lstm lstm-model natural-language-processing nlp tensorflow-tutorials tensorflow2

Last synced: 21 Dec 2024

https://github.com/gesangpj/skripsi-prediksi-harga-saham-deeplearning-lstm

Skripsi Prediksi Harga Saham Menggunakan Deep Learning LSTM oleh Gesang Paudra Jaya

anaconda-environment anaconda3 artificial-intelligence deep-neural-networks deeplearning-notebooks google-colab jupyter-notebook lstm lstm-neural-networks python3 tensorflow tensorflow-gpu

Last synced: 13 Nov 2024

https://github.com/philipperemy/neural-probability-dist-sampler

Training a network to sample from any probability distributions such as exponential distribution.

deep-learning deep-neural-networks probability-distribution sampler statistics tensorflow

Last synced: 16 Dec 2024

https://github.com/emaballarin/carso

👀🛡️ Code for the paper “Carefully Blending Adversarial Training and Purification Improves Adversarial Robustness” by Emanuele Ballarin, Alessio Ansuini and Luca Bortolussi (2024)

adversarial-defense adversarial-machine-learning adversarial-robustness artificial-intelligence artificial-neural-networks cognitive-computing deep-learning deep-neural-networks machine-learning neural-network neural-networks neural-representation neural-representations neuro-inspired robust-machine-learning robustness variational-autoencoder variational-method

Last synced: 27 Nov 2024

https://github.com/naivehobo/numj

Multithreaded matrix handling library for Java

deep-learning deep-neural-networks deeplearning java machine-learning matrix matrix-calculations matrix-functions matrix-library matrix-multiplication multithreading neural-network neural-networks

Last synced: 16 Dec 2024

https://github.com/jacobkahn/cis-700-project

deep-learning deep-neural-networks machine-learning structured-learning

Last synced: 02 Dec 2024

https://github.com/wepe/dnn-handle-missing-value

Tree based algorithm is effective for handling missing value, how about DNN?

deep-neural-networks missing-values

Last synced: 12 Nov 2024

https://github.com/aniike-t/style-transfer

Project to utilise the capabilities of Pre trained models

deep-learning deep-neural-networks image-processing machine-learning

Last synced: 10 Nov 2024

https://github.com/ahammadmejbah/deep-learning-engineer-roadmap

Deep Learning Engineer Roadmap

deep-learning deep-learning-tutorial deep-neural-networks deep-reinforcement-learning deeplearning

Last synced: 09 Jan 2025

https://github.com/crispengari/animal-sound-classification

this is a simple artificial neural network model using deep learning and torch-audio to classify cats and dog sounds.

artificial-intelligence artificial-neural-networks audio audio-processing deep-learning deep-neural-networks machine-learning python pytorch rnn torchaudio

Last synced: 16 Dec 2024

https://github.com/mouralisandra/deeplearninglabs

A collection of Deep Learning labs for the INSAT Data Science course.

cnn deep-learning deep-neural-networks dnn embeddings fcnn glove nlp perceptron

Last synced: 27 Oct 2024

https://github.com/mohammedyunus009/dnn_acoustic_rec

A acoustic sound or environmental sound recogniser, uses deep neural networks to train on models

deep-learning deep-neural-networks extract-features keras sound sound-processing sound-synthesis soundcloud-api tensorflow

Last synced: 20 Dec 2024

https://github.com/ksasi/machine-learning-capstone-project

Machine Learning Capstone Project - Udacity MLND(State Farm Distracted Driver Detection)

cnn-classification computer-vision deep-learning deep-neural-networks keras keras-tensorflow machine-learning-capstone numpy python3 sklearn udacity-mlnd

Last synced: 07 Jan 2025

https://github.com/k1rsn7/mushroom_guide

:mushroom: Chat bot for recognizing edible mushrooms.

ai computer-vision cv deep-learning deep-neural-networks jupy jupyter mushroom mushroom-classification python python3 telegram-bot

Last synced: 29 Dec 2024

https://github.com/aman9026/100daysofmachinelearning

#100DaysOfML Complete tutorial of ML from basics

artificial-intelligence artificial-intelligence-algorithms clustering-algorithm deep-learning deep-neural-networks k-means-clustering k-nearest-neighbours logistic-regression machine-learning mlops nueral-networks python3 regression regression-models scikitlearn-machine-learning tensorflow transfer-learning

Last synced: 15 Dec 2024

https://github.com/garethjns/msimodels

Exploring multi-sensory integration and decision making in biologically inspired deep neural networks.

audiodag brain decision-making deep-neural-networks event-detection keras-neural-networks lstm matlab multi-modal multisensory-processing psychophysics

Last synced: 09 Nov 2024

https://github.com/lovelybuggies/python_maddpg_sc2le

My internship project in 𝖢𝖠𝖲𝖨𝖠. 🤗

casia deep-neural-networks deep-q-learning game-ai maddpg reinforcement-learning sc2le starcraft-ii

Last synced: 27 Dec 2024

https://github.com/gaurav-van/data_science__machine_learning-projects

Compilation of Data Science and Machine Learning Projects Completed During My Bachelor's Degree

classification data data-science data-science-projects data-visualization deep-learning deep-learning-models deep-learning-projects deep-neural-networks inceptionv3 machine-learning machine-learning-projects python regression streamlit

Last synced: 08 Dec 2024

https://github.com/kyegomez/gated-slot-attention

An implementation of the paper: "Gated Slot Attention for Efficient Linear-Time Sequence Modeling" in PyTorch

ai attentions deep-neural-networks deeplearning machinelearnin ml pytorch tensorflow torch torchvision

Last synced: 13 Oct 2024

https://github.com/kalthommusa/introduction-to-computer-vision-and-image-processing

This repository contains my practice of Introduction to Computer Vision and Image Processing lab notebooks.

convolutional-neural-networks cv-studio deep-neural-networks deploy-model ibm-cloud image-classification image-processing image-segmentation object-detection opencv pillow python pytorch supervised-machine-learning tensorflow test-model train-model transfer-learning use-model

Last synced: 16 Nov 2024

https://github.com/elizabethsiegle/loves-me-loves-me-not-tensorflow-python-sms

https://www.twilio.com/blog/classify-texts-with-tensorflow-and-twilio-to-answer-loves-me-loves-me-not

ai artificial-intelligence bag-of-words deep-learning deep-neural-networks machine-learning machinelearning ml neural-network neural-networks sms tensorflow tensorflow-tutorials twilio

Last synced: 05 Dec 2024

https://github.com/bilalhameed248/urdu-to-english-machine-translation

Fine tuned Urdu to English machine translation pre train model using Hugging-Face Trainer API on custom dataset.

bert bert-fine-tuning bert-model data data-preprocessing data-science deep-learning deep-neural-networks machine-translation pytorch seq2seq seq2seq-model seq2seq-tensorflow tensorflow

Last synced: 15 Nov 2024

https://github.com/blackcipher101/deeplearning

Deep learning notebooks for me by me

cnn-keras deep-neural-networks deeplearning jupyter-notebooks transfer-learning

Last synced: 15 Dec 2024

https://github.com/miladsade96/diagtomodel

Implementations of Artificial Neural Networks Based on their Diagrams

artificial-intelligence cnn computer-vision convolutional-neural-networks deep-learning deep-neural-networks hacktoberfest2021 keras machine-learning models neural-network python tensorflow

Last synced: 11 Oct 2024

https://github.com/sovit-123/american-sign-language-detection-using-deep-learning

This project aims to detect American Sign Language using PyTorch and deep learning. The neural network can also detect the sign language letters in real-time from a webcam video feed.

american-sign-language-recognition computer-vision convolutional-neural-networks deep-learning deep-neural-networks machine-learning neural-networks pytorch

Last synced: 08 Dec 2024

https://github.com/saransh-cpp/scenenet

Scenery detection using transfer learning. (Frontend)

dart deep-learning deep-neural-networks flutter transfer-learning

Last synced: 30 Dec 2024

https://github.com/yzhuoning/stagewisesgd

Stagewise training accelerates convergence of testing error over sgd

deep-neural-networks generalization-error optimization sgd

Last synced: 05 Jan 2025

https://github.com/rakshit-shetty/pothole-detection

A pothole detection DL algorithm using Yolo v2 and Tensorflow

deep-neural-networks pothole-detection tensorflow yolov2

Last synced: 27 Nov 2024

https://github.com/luca-parisi/hyper_sinh

hyper-sinh: An Accurate and Reliable Activation Function from Shallow to Deep Learning in TensorFlow, Keras, and PyTorch

activation-functions cnn cnn-classification cnn-keras cnn-model deep-learning deep-neural-networks keras keras-neural-networks keras-tensorflow machine-learning machinelearning-python pytorch sinh tensorflow tensorflow-models torch

Last synced: 10 Oct 2024

https://github.com/hritik5102/chatbot-with-deep-learning

Deep learning chatbot

chatbot deep-neural-networks intents nltk python softmax tensorflow tflearn

Last synced: 12 Dec 2024

https://github.com/muntahashams/character-level-lstm-pytorch

In this notebook, I'll construct a character-level LSTM with PyTorch. The network will train character by character on some text, then generate new text character by character. As an example, I will train on Anna Karenina. This model will be able to generate new text based on the text from the book!

artificial-intelligence character-encoding character-level-lstm deep-neural-networks generate-text lstm machine-learning-algorithms pytorch text-generation

Last synced: 13 Nov 2024

https://github.com/gitstar-oc/machine-learning

This are the Machine Learning notes by leading AI website named Deeplearning.AI. This notes will help you to be a machine learner from beginner to advanced level. Welcome Everyone!!

deep-learning deep-neural-networks jupyter-notebook machine-learning machine-learning-algorithms matplotlib numpy pandas python scikit-learn supervised-learning tensorflow unsupervised-learning

Last synced: 13 Oct 2024

https://github.com/tallamjr/dnn

Implementations of Deep Neural Networks in Tensorflow 2.x

deep-learning deep-neural-networks keras tensorflow tensorflow-examples tensorflow2

Last synced: 17 Dec 2024

https://github.com/hackintoshrao/solving-physics-in-keras

Solving a physics problem using keras

deep-neural-networks keras keras-neural-networks neural-networks physics

Last synced: 14 Dec 2024

https://github.com/ahmedshahriar/sentiment-analysis

Sentiment Analysis Projects

adam-optimizer data-science-projects deep-learning deep-neural-networks dense densely-connected-networks jupyter-notebook long-short-term-memory lstm-model lstm-sentiment-analysis machine-learning matplotlib numpy pandas scikit-learn sentiment-analysis tensorflow tensorflow-hub tensorflow-models tensorflow-text

Last synced: 21 Dec 2024

https://github.com/daelsepara/deeplearningjs

AngularJS (1.7.x) implementation of the DeepNeuralNetworkClassifier project

angularjs deep-learning deep-neural-networks

Last synced: 29 Dec 2024

https://github.com/louis030195/xmoto-gym

OpenAi's gym environment for Xmoto game - reinforcement learning research

artificial-intelligence deep-learning deep-neural-networks deeplearning machine-learning machinelearning python reinforcement-learning

Last synced: 25 Dec 2024

https://github.com/sarthak-1408/indian-food-classification

This Repo Represents Indian Food Classification and with the help of this project you can easily identify the Indian food

classification-model deep-learning deep-neural-networks flask flask-application image-classification keras-neural-networks keras-tensorflow tensorflow

Last synced: 16 Nov 2024

https://github.com/lamsut/adversarial-robustness-of-cnn

Research on adversarial machine learning

adversarial-attacks adversarial-training cifar-10 deep-neural-networks

Last synced: 07 Jan 2025

https://github.com/narasimha1997/sento---online-sentiment-analysis-tool

Sento is a free online sentiment analysis tool .

deep-learning deep-neural-networks javascript natural-language-processing reactjs tensorflow-js webapp webpack

Last synced: 27 Dec 2024

https://github.com/pegah-ardehkhani/brain-mri-segmentation

U-Net from Scratch for Brain Tumor Segmentation

ai-for-medical-diagnosis brain-imaging brain-mri brain-mri-images deep-learning deep-neural-networks dice-coefficient healthcare-imaging iou medical-image-processing medical-imaging mri mri-brain mri-brain-segmentation mri-images python segmentation tensorflow u-net u-net-keras

Last synced: 07 Jan 2025

https://github.com/pegah-ardehkhani/speech-emotion-recognition

Emotion Recognition Using Audio Speech Files

audio audio-emotion-detection audio-processing cnn data-science deep-learning deep-neural-networks emotion-detection emotion-recognition feature-extraction machine-learning python

Last synced: 07 Jan 2025

https://github.com/pegah-ardehkhani/cnn-from-scratch

"CNN" from Scratch

cnn data-science deep-learning deep-neural-networks from-scratch from-scratch-in-python machine-learning python

Last synced: 07 Jan 2025

https://github.com/jonperk318/machine-learning-analysis-of-hyperspectral-data

Using Non-negative Matrix Factorization (NMF) and Variational Autoencoder (VAE) machine learning architectures to analyze spatial and spectral features of hyperspectral cathodoluminescence (CL) spectroscopy images taken from hybrid inorganic-organic perovskite material

data-analysis data-science deep-neural-networks explained-variance hybrid-perovskite hyperspectral-image-classification machine-learning matplotlib nmf non-negative-matrix-factorization python pytorch scikit-learn semi-supervised-learning signal-processing solar-energy spectroscopy unsupervised-learning vae variational-autoencoder

Last synced: 06 Nov 2024

https://github.com/harshuljain13/cs231n-deeplearning

stanford's cs231n course

cs231n deep-learning deep-neural-networks stanford

Last synced: 30 Dec 2024

https://github.com/yoyololicon/dl_hw1

back propogation

backpropagation classification deep-learning deep-neural-networks regression visualization

Last synced: 06 Oct 2024

https://github.com/mkashirin/scratches

Scratches is a project, which provides a comprehensive guide to creating deep learning models from scratch using Python and NumPy.

artificial-intelligence artificial-neural-networks deep-learning deep-neural-networks from-scratch machine-learning machine-learning-algorithms numpy python

Last synced: 06 Nov 2024

https://github.com/yoyololicon/building-nn-with-numpy

numpy lenet implementation.

convolutional-neural-networks deep-learning deep-neural-networks lenet-mnist mnist-classification numpy-tutorial scipy

Last synced: 06 Oct 2024

https://github.com/librauee/squirtle

To get the material of squirtle, which is one of the most famous emoticon. 通过机器学习的方法获取全网最全的杰尼龟表情包素材！

deep-neural-networks emoticon machine-learning

Last synced: 02 Jan 2025

https://github.com/marcogdepinto/dogs-vs-cats

Deep learning to classify if a picture contains a Dog or a Cat using Python, OpenCV, Keras.

deep-learning deep-learning-tutorial deep-neural-networks image-classification keras numpy opencv python python3

Last synced: 06 Jan 2025

https://github.com/hhhhhhao/papers

Reproduction of the interesting deep learning papers

convolutional-neural-networks deep-learning deep-neural-networks generative-adversarial-network machine-learning

Last synced: 17 Dec 2024

https://github.com/neelsoumya/butterfly_detector

Basic tutorials and code for teaching deep learning and machine learning

data-science deep deep-learning deep-learning-tutorial deep-neural-networks ethical-artificial-intelligence learning machine-learning neural-networks open open-data-science outreach outreach-activities public-outreach statistical-learning teaching teaching-materials teaching-resources tutorial tutorials

Last synced: 08 Jan 2025

https://github.com/geo-y20/standard-ocr-

Explore the Standard OCR Project: a deep learning-based character recognition system leveraging advanced computer vision techniques. Detect characters in images using ResNet, Xception, Inception, and MobileNet models. Train, evaluate, and contribute to this cutting-edge technology.

css deep-learning deep-neural-networks flask html javascript jupyter-notebook keras ocr-recognition ocr-text-reader python resnet tensorflow xception

Last synced: 08 Jan 2025

https://github.com/aabduvak/object-detection-setup

The YOLOv8 Object Detection Setup allows users to perform real-time object detection using the YOLOv8 algorithm. The project is designed for simplicity and convenience, enabling users to run their models seamlessly and obtain output videos with detected objects.

computer-vision deep-neural-networks object-detection opencv yolov8

Last synced: 08 Jan 2025

https://github.com/andythefactory/fakenewsdataset

a consolidated and cleaned up fake news dataset classified in the following categories: reliable, unreliable, political, bias, fake, conspiracy, rumor clickbait, junk science, satire, hate

datasets deep-learning deep-neural-networks disinformation fake-news fake-news-analysis fake-news-articles fake-news-challenge fake-news-classification fake-news-dataset fake-news-detection misinformation