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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: 2025-02-11 00:07:44 UTC
- JSON Representation
https://github.com/autrainer/aucurriculum
A Curriculum Learning Toolkit for Deep Learning Tasks built on top of autrainer.
autrainer computer-audition computer-vision deep-learning deep-neural-networks pytorch
Last synced: 19 Nov 2024
https://github.com/iinjyi/hands-on-neural-networks
A series of hands-on notebooks for beginners in neural networks. [To be updated]
ai cnn computer-science deep-learning deep-neural-networks lstm maths neural-networks python pytorch rnn transfer-learning
Last synced: 30 Dec 2024
https://github.com/justsecret123/one-piece-characters-detector
An object detector trained with a Kaggle GPU, using Tensorflow and a fine-tuned ssd resnet50.
artificial-intelligence computer-vision convolutional-neural-networks deep-learning deep-neural-networks docker fine-tuning jupyter kaggle kaggle-dataset matplotlib numpy object-detection python single-shot-detector tensorflow tensorflow-object-detection tensorflow-serving transfer-learning
Last synced: 23 Dec 2024
https://github.com/edwildson/facerecognition
Projeto de reconhecimento de face e sentimentos, feito com Django e ML
deep-neural-networks django face-detection face-recognition machine-learning opencv python
Last synced: 08 Jan 2025
https://github.com/hongbo-wei/nvidia-fundamentals-of-deep-learning
Deep Learning Institute (DLI)
ai artificial-intelligence artificialintelligence deep-learning deep-neural-networks deeplearning nvidia
Last synced: 14 Jan 2025
https://github.com/arif-miad/titanic-analysis
artificial-intelligence data data-science deep-neural-networks
Last synced: 14 Jan 2025
https://github.com/jeronymous/deep_learning_notebooks
Self-containing notebooks to play simply with some particular concepts in Deep Learning
artificial-intelligence artificial-neural-networks automatic-speech-recognition deep-learning deep-neural-networks machine-learning natural-language-processing speech-recognition speech-to-text tokenization tokenizer-nlp tokenizers
Last synced: 04 Feb 2025
https://github.com/arif-miad/introduction-to-open-cv
Computer vision is a field of study focused on enabling computers to interpret and understand the visual world. OpenCV provides a comprehensive set of tools and algorithms for various tasks in computer vision, including image and video processing, object detection and tracking, facial recognition, augmented reality, and mor
data-science deep-neural-networks
Last synced: 14 Jan 2025
https://github.com/hoanle396/chatbot-api-ai
ai api chat chat-api chatbot cnn-model deep deep-learning deep-neural-networks
Last synced: 07 Feb 2025
https://github.com/mashiat12/synthetic_brain_image_generation
Synthetic images generated using deeplearning model (GANs) allows researchers to create realistic, diverse MRI images that can supplement or expand existing datasets without needing additional patient scans.
artificial-intelligence deep-learning deep-neural-networks gan gans generative-adversarial-network generative-ai image-processing imagegeneration machine-learning
Last synced: 28 Jan 2025
https://github.com/ahammadmejbah/the-90-day-pytorch-mastery-roadmap
Embark on a 90-day journey to master PyTorch! From tensor basics to advanced deep learning, each day offers lessons, hands-on exercises, and curated resources. Gain practical skills to confidently build, train, and deploy models across diverse applications.
ai artificial-intelligence data-engineering data-science data-visualization deep-learning deep-learning-algorithms deep-neural-networks python python-3 pytorch pytorch-cnn pytorch-gan pytorch-implementation pytorch-nlp pytorch-tutorial
Last synced: 20 Jan 2025
https://github.com/majsylw/chihuahua-vs-muffin
Excercises in Deep learning for polish students conducted in winter 2020/21 (polish). With cooperation with Wroclaw University of Technology and OPI. This repository based on materials from beginner's workshop for SJSU ML Club and facebook DETR.
classification deep-neural-networks linear-nn python3 pytorch tutorial-code
Last synced: 31 Jan 2025
https://github.com/mostafanabieh/transfer-learning-with-tensorflow-hub
Transfer-learning with Tensorflow v2
deep-learning deep-neural-networks google machine-learning machinelearning python tensorflow tensorflow-tutorials tensorflow2 transfer-learning
Last synced: 25 Jan 2025
https://github.com/ashkarin/ndpatch
Package to extract arbitrary regions from an N-dimensional numpy array assuming it mirrored infinitely.
array data-structures deep-neural-networks image-processing numpy patches region-of-interest
Last synced: 31 Jan 2025
https://github.com/justanhduc/spatial-transformer-network
A Theano implementation of the paper "Spatial Transformer Networks" by Jaderberg et al..
computer-vision deep-learning deep-neural-networks spatial-transformer-network theano
Last synced: 04 Feb 2025
https://github.com/spy16/cats-and-dogs
cats-and-dogs is a Convolutional Neural Network for classifying cats and dog pictures.
classification convolutional-neural-networks deep-neural-networks
Last synced: 01 Jan 2025
https://github.com/extwiii/ml-university.of.washington
Build Intelligent Applications - ML - University of Washington - Coursera
classification deep-learning deep-neural-networks machine-learning python regression svm washington-university
Last synced: 28 Jan 2025
https://github.com/kaleidophon/calm-capybara
Comparing different Neural NLP models for Emoji Prediction.
attention-mechanism convolutional-neural-networks deep-learning deep-neural-networks emojis lstm natural-language-processing nlp
Last synced: 08 Feb 2025
https://github.com/angelmtenor/aind-deep-learning
Deep Learning and Applications
convolutional-neural-networks deep-neural-networks keras natural-language-processing recurrent-neural-networks
Last synced: 04 Jan 2025
https://github.com/aitor-alvarez/conversational-graph-neural-network
Conversational graph neural network models
conversational-ai deep-neural-networks graph-neural-network nlp-machine-learning
Last synced: 25 Jan 2025
https://github.com/dhrupad17/100-days-of-deep-learning
Its the practice repository covering all the concepts @campusx-official has covered in his playlist in much detailed way.
cnn deep-learning deep-neural-networks lstm-neural-networks mlp-networks perceptron rnn
Last synced: 16 Jan 2025
https://github.com/sonu275981/pose-detection-by-using-ml5.js-library
Pose Detection in the Browser: PoseNet Model
css deep-neural-networks html5 javascript machine-learning ml5js p5-js pose-estimation posenet tensorflow
Last synced: 24 Dec 2024
https://github.com/justanhduc/multar
The official implementation of the ICASSP paper "A simple way of multimodal and arbitrary style transfer"
deep-learning deep-neural-networks python style-transfer theano
Last synced: 04 Feb 2025
https://github.com/nikhilcodes/draw-anywhere
Not just any simple Digit Recognition. MNIST Digit Recognition got lot more Interesting!
computer-vision cv2 deep-learning deep-neural-networks drawing-app illusion keras-neural-networks opencv opencv-python
Last synced: 09 Feb 2025
https://github.com/kalthommusa/stop-signs-application
Develop a custom classifier with PyTorch and transfer learning techniques to recognize stop signs, and then deploy it as a web application using Code Engine on IBM cloud.
cnn-classification cnn-model computer-vision convolutional-neural-networks deep-learning deep-neural-networks image-classification image-recognition python pytorch resnet-18 stop-sign-detection transfer-learning
Last synced: 17 Jan 2025
https://github.com/dhairyac/cutlery-image-classification
Use transfer learning for large image classification
deep-learning deep-neural-networks fine-tuning image-processing imagenet-classifier keras transfer-learning xception-model
Last synced: 22 Jan 2025
https://github.com/kalthommusa/deep-neural-networks-with-pytorch
Collection of Coursera's Deep Neural Networks with PyTorch course by IBM labs notebooks.
cnn-classification cnn-model computer-vision convolutional-neural-networks deep-learning deep-neural-networks neural-network pytorch pytorch-cnn
Last synced: 17 Jan 2025
https://github.com/basemax/deepsummarizationnlp
In deep learning NLP, using a model we are trying to summarization the text.
deep-learning deep-neural-networks neural-network python summarization summarization-algorithm summarization-dataset
Last synced: 09 Feb 2025
https://github.com/coditheck/tensorflow
TensorFlow is an open source Machine Learning library, created by Google, for developing and running Machine Learning and Deep Learning applications.
deep-learning deep-neural-networks keras machine-learning neural-network python tensorflow tensorflow-tutorials
Last synced: 21 Dec 2024
https://github.com/ltfschoen/aind2-cnn
classification convolutional-neural-networks deep-neural-networks global-average-pooling image-augmentation image-recognition keras loss-functions mlp model-architecture multi-layer-architecture multi-layer-perceptron one-hot-encode optimiser tensorflow testing training validation
Last synced: 02 Feb 2025
https://github.com/ondrejbiza/vae
Variational autoencoders implemented in Tensorflow.
deep-learning deep-neural-networks tensorflow variational-autoencoders vq-vae
Last synced: 08 Jan 2025
https://github.com/eren23/nn-architecture-examples
A small collection of basic neural networks for different tasks using pytorch.
deep-neural-networks neural-network neural-network-architectures neural-network-example neural-network-tutorials neural-networks neural-networks-from-scratch pytorch pytorch-implementation
Last synced: 31 Jan 2025
https://github.com/nikamrohan/cats-vs-dogs
Using Pytorch with Django To distinguish Cats from Dogs by Fine Tuning pretrained Model.
cats-vs-dogs deep-learning deep-neural-networks django django-framework fine-tuning-cnns pretrained-models pytorch pytorch-implmention vgg16
Last synced: 06 Jan 2025
https://github.com/kalthommusa/face-mask-application
Develop a custom classifier with PyTorch and transfer learning techniques to recognize face masks, and then deploy it as a web application using Code Engine on IBM cloud.
cnn-classification cnn-model computer-vision convolutional-neural-networks deep-learning deep-neural-networks face-mask-classification image-classification image-recognition python pytorch resnet-18 transfer-learning
Last synced: 17 Jan 2025
https://github.com/iwas-coder/guanaco
A simple, uncomplicated, multilayered Neural Network framework written in pure C.
ai ai-models c deep-learning deep-neural-networks header-only neural-network stb
Last synced: 28 Nov 2024
https://github.com/samanyougarg/dl-mnist
Deep Learning on the MNIST Handwritten Digits Dataset.
deep-learning deep-neural-networks keras mnist python tensorflow
Last synced: 06 Feb 2025
https://github.com/rani-sikdar/tensorflow-learning
A comprehensive repository for learning TensorFlow, featuring code examples, projects, and resources. Covers concepts from beginner to advanced, including neural networks, CNNs, RNNs, NLP, and deployment. Ideal for students, developers, and AI enthusiasts.
artificial-neural-networks convolutional-neural-networks deep-learning deep-neural-networks keras-tensorflow machine-learning recurrent-neural-networks tensorflow tensorflow-models
Last synced: 25 Jan 2025
https://github.com/tinsaeabreham45/rock_paper_sc
cnn deep-learning deep-neural-networks machine-learning tensorflow
Last synced: 01 Feb 2025
https://github.com/tanishqjasoria/deeplearning
Implementation of some Neural Network architecture using Numpy, TensorFlow and Keras.
convolutional-neural-networks deep-learning deep-neural-networks residual-learning tensorflow transfer-learning
Last synced: 23 Dec 2024
https://github.com/puyuan1996/rl_mcts_intro
强化学习 (RL) 与蒙特卡洛树搜索 (MCTS) 相关学习资源
artificial-intelligence awesome deep-learning deep-neural-networks deep-reinforcement-learning introduction learning mcts monte-carlo-tree-search ppt reinforcement-learning resources rl search
Last synced: 04 Jan 2025
https://github.com/zubair-irshad/udacity_deep_rl
My solutions (with explanations) to the Udacity Deep Reinforcement Learning Nano Degree Program assignments, mini-projects and projects
ddpg-algorithm deep-neural-networks deep-q-network deep-reinforcement-learning dqn ppo pytorch reinforcement-learning unity-ml-agents
Last synced: 16 Jan 2025
https://github.com/wodenwang820118/music_genre_multiclass_classification
The multiclass classification sometimes gets poor results. The repository attempts to use comet_ml to grid search and find the best hyperparameters and concatenate different models for training a better model. The goal is to classify the music genres.
deep-learning deep-neural-networks machine-learning multiclass-classification music-genre-classification
Last synced: 11 Jan 2025
https://github.com/himanshuvnm/generalized-gaussian-radial-basis-function-in-artificial-intelligence-matlab
This is the recent work of my on the importance and application of mathematical function around its Hilbert function theory on artificial intelligence algorithms. The main motivation was the desire of improving the convergence rate and learning rate of various learning algorithms via Generalized Gaussian Radial Basis Function.
activation-functions artificial-intelligence deep-learning deep-neural-networks gaussian-process-regression image-recognition kernel-regression machine-learning-algorithms neural-network reproducing-kernel-hilbert-space support-vector-machine
Last synced: 25 Dec 2024
https://github.com/vara-co/deep-learning-challenge
The purpose of this analysis is to develop a deep learning model using TensorFlow and Keras to predict which applicants have the best chances of success if funded by Alphabet Soup, a nonprofit organization.
deep-learning deep-neural-networks deeplearning machine-learning predictions
Last synced: 02 Feb 2025
https://github.com/lukasturcani/dnn
Implementations of deep network architectures in PyTorch.
cnn cnn-architecture cnn-classification dcgan deep-learning deep-neural-networks deeplearning gan gans image-inpainting neural-network neural-networks progressively-growing-gan
Last synced: 10 Jan 2025
https://github.com/gokulnpc/iris-detection
This project focuses on iris detection using deep learning techniques. The model architecture combines the power of ResNet152V2, a pre-trained convolutional neural network (CNN), with additional convolutional layers to accurately detect and localize iris regions in images.
convolutional-neural-networks deep-neural-networks iris-detection resnet
Last synced: 02 Feb 2025
https://github.com/donaldte/my-master-project-solar-radiation-prediction
Solar radiation Prediction Cameroon
ann cameroon cameroun deep-neural-networks knn-algorithm machine-learning-algorithms predictive-modeling region solar solar-energy solar-irradiation solar-system
Last synced: 19 Dec 2024
https://github.com/rabbicse/face-app
A Face recognition system using TensorFlow.js for in-browser image processing and backend services powered by PyTorch, Qdrant, RetinaFace, ArcFace, and OpenCV for detection, embedding, and similarity matching. This setup ensures efficient, secure, and accurate facial recognition.
arcface deep-neural-networks docker docker-compose face-detection face-recognition machine-learning nextjs numpy opencv python pytorch react retinaface tensorflowjs typescript typescript-react
Last synced: 09 Jan 2025
https://github.com/irishfix/universalnumerics.net
UniversalNumerics.NET is a versatile .NET package that can be used both in Unity and in normal C# projects. It simplifies common computational tasks, such as computing 2D line intersections, 2D segment intersections, 2D point within queries, 2D triangulation of points, 3D area voxelization and even creating deep neural network models.
artifical-intelligence artificial-neural-networks computational-geometry csharp csharp-library deep-learning deep-neural-networks dotnet mathematics triangulation triangulation-delaunay unity unity3d
Last synced: 12 Jan 2025
https://github.com/s-4-m-a-n/365-days-of-ml-challange
Welcome to the 365DaysML Challenge repository! 🚀
100-days-ml-challenge 100daysofpython 365daysofcode 365daysofmachinelearning ai computer-vision daily-learning deep-learning deep-neural-networks generative-ai machine-learning mlops natural-language-processing nlp research-paper tensorflow2
Last synced: 28 Jan 2025
https://github.com/ondrejbiza/tfset
Interactive Tensorflow training.
deep-learning deep-neural-networks machine-learning tensorflow tensorflow-experiments
Last synced: 21 Dec 2024
https://github.com/marcogdepinto/panoramamodelserving
Using Java and deeplearning4j to serve a Keras model.
deep-learning deep-neural-networks deeplearning deeplearning4j java keras python
Last synced: 10 Feb 2025
https://github.com/ahmad-ali-rafique/weather-prediction-fcnn
This project demonstrates a complete pipeline for weather prediction using a Fully Connected Neural Network (FCNN). The project is implemented in Python using Jupyter Notebook, and it covers data loading, preprocessing, model training, and performance evaluation.
ai artificial-intelligence data-analysis data-science deep-learning deep-neural-networks fully-connected-network machine-learning machine-learning-algorithms weather-information
Last synced: 16 Jan 2025
https://github.com/easonlai/tensorflow_covid-19_classification_by_chest_x-ray
Tensorflow COVID-19 Classification by Chest X-Ray
cnn cnn-classification cnn-model convolutional-neural-networks deep-learning deep-neural-networks deeplearning densenet healthcare keras keras-tensorflow machine-learning machinelearning medical medical-image-processing medical-imaging tensorflow tensorflow-examples tensorflow-tutorials tensorflow2
Last synced: 21 Dec 2024
https://github.com/estevesx10/ml2-urban-sound-classification
Urban Sound Classification [Machine Learning II Course Project]
deep-neural-networks sound-classification
Last synced: 08 Feb 2025
https://github.com/jstzwj/traph
An open-source machine learning platform
deep-learning deep-neural-networks machine-learning neural-network
Last synced: 07 Feb 2025
https://github.com/sayannath/linear-app
An ANN model is built and trained and exported to tflite format. Then it is integrated into Android App.
android ann deep-learning deep-neural-networks java keras machine-learning tensorflow tflite
Last synced: 05 Feb 2025
https://github.com/vanditg/image_analytics_task_ai_australia
This repository contains solutions or files of my attempt for the AI Austraial task of Image Analytics. The submission language is Python.
blurred-background bounding-boxes computer-vision deep-learning deep-neural-networks face-detection face-quality facial-expression-recognition haarcascade-frontalface
Last synced: 22 Dec 2024
https://github.com/ahmad-ali-rafique/handwritten-digit-recognition-mnist
This project demonstrates a complete pipeline for recognizing handwritten digits using the MNIST dataset. The project is implemented in Python using Jupyter Notebook, and it covers data loading, preprocessing, model training, and performance evaluation of a Fully Connected Neural Network (FCNN).
ai artificial-intelligence data data-analysis datascience deep-learning deep-neural-networks fcnn fully-connected-network machine-learning machine-learning-algorithms ml modeling
Last synced: 16 Jan 2025
https://github.com/gokulnpc/fashion-mnist-gan
This script outlines the implementation of a Generative Adversarial Network (GAN) designed to generate fashion images using the Fashion MNIST dataset. The GAN consists of a generator and a discriminator, which are trained simultaneously in an adversarial manner.
deep-learning deep-neural-networks fashion-mnist generative-adversarial-network
Last synced: 02 Feb 2025
https://github.com/chaitanyak77/comparative-study-tensorflow-vs.-custom-neural-network-models
This repository presents a comprehensive comparative study that delves into the weights and biases of both inbuilt and custom-built Sequential Neural Network (SNN) models. The primary objective is to gain a deeper understanding of the differences and nuances between these two approaches.
custom-neural-network-training deep-neural-networks neural-network snn
Last synced: 16 Jan 2025
https://github.com/amanpriyanshu/the-unlearning-protocol
Choose which data to make your model forget (Unlearn!), but watch out - every deletion ripples!
ai artificial-intelligence artificial-neural-networks catastrophic-forgetting deep-learning deep-neural-networks deeplearning fairness fairness-ai fairness-ml gradient-ascent machine-learning neural-network neural-networks privacy privacy-enhancing-technologies privacy-protection privacy-tools unlearn unlearning
Last synced: 30 Jan 2025
https://github.com/akash-nath29/image-classifier
A Machine Learning Model capable to detect person's mood (happy or sad) from image
deep-neural-networks dnn keras keras-neural-networks keras-tensorflow machine-learning tensorflow tensorflow-models
Last synced: 20 Dec 2024
https://github.com/heinrichi/facerecognitionwpf
FaceRecognitionWPF
c-sharp deep-learning deep-neural-networks face-detection face-recognition machine-learning wpf
Last synced: 27 Jan 2025
https://github.com/vidhi1290/dcnn
Achieving 98.43% Accuracy in Handwritten Digit Recognition Experience the potential of deep learning as we present our project on handwritten digit recognition using the MNIST dataset. Our deep neural network achieves an outstanding accuracy of 98.43%, showcasing the effectiveness of advanced techniques in the realm of machine learning.
artificial-intelligence artificial-neural-networks cnn-keras deep-learning deep-neural-networks machine-learning-algorithms mnist-handwriting-recognition
Last synced: 02 Feb 2025
https://github.com/yannick-kees/mlp
Build MLP from scratch only using Numpy. Able to perform simple supervised learning problems in any dimension and with variable layer configurations. It can also be used for Auto-Encoder problems.
autoencoder deep-learning deep-neural-networks mlp numpy-tutorial
Last synced: 23 Jan 2025
https://github.com/sathyasris27/image-classification-using-dnn-and-cnn
The main aim of this project is to understand and implement deep neural network (DNN) and convolutional neural network (CNN) and see how these can be used for classification problems.
classification convolutional-neural-networks data-science deep-learning deep-neural-networks image-classification python
Last synced: 10 Jan 2025
https://github.com/papapana/dog-breed-classification-with-convolutional-neural-networks
Predicting dog breed using convolutional neural networks
convolutional-neural-networks deep-learning deep-neural-networks pytorch
Last synced: 13 Jan 2025
https://github.com/spy16/churn-prediction
Customer churn prediction using Deep Neural Network.
deep-neural-networks keras-neural-networks keras-tensorflow prediction-model
Last synced: 01 Jan 2025
https://github.com/oscardelgado02/signal-detection-and-classification-dl-model
Deep Learning project that uses yolov5 to detect and classify traffic signals in videos.
deep-learning deep-neural-networks object-detection object-recognition traffic traffic-sign-classification traffic-sign-detection traffic-sign-recognition traffic-signs yolo yolov5
Last synced: 16 Jan 2025
https://github.com/neerajcodes888/cat-vs-dog-image-classification
Repository for a deep learning model that classifies images as either cats or dogs using deep learning techniques. The model is trained on a diverse dataset and achieves high accuracy in distinguishing between these two popular pet categories. Includes pre-processing scripts, model architecture, and evaluation metrics for seamless implementation
cats-vs-dogs cats-vs-dogs-classification deep-learning deep-neural-networks googlecolaboratory imageclassification python3
Last synced: 31 Jan 2025
https://github.com/aezata/fashion_mnist-keras-model
A simple Fashion_mnist Keras model that I coded.
deep-learning deep-neural-networks fashion-mnist keras keras-models keras-neural-networks
Last synced: 21 Dec 2024
https://github.com/faizantkhan/deep-learning
Unlock deep learning's secrets! Dive into fundamentals, master advanced techniques, and ignite creativity with hands-on projects. Join a vibrant community, push boundaries, and unleash AI's full potential. Begin your journey now!
advanced-programming ai aiml beginner-friendly deep-learning deep-learning-algorithms deep-learning-tutorial deep-neural-networks deep-reinforcement-learning deeplearning keras-tensorflow machine-learning-algorithms machinelearning-python neural-networks open-source opencv python python-library tensorflow yolo
Last synced: 15 Jan 2025
https://github.com/travelxml/tensorflow-and-keras-sentiment-analysis-using-rnn
NLP: Sentiment Analysis using TensorFlow and Keras: This project implements a Recurrent Neural Network (RNN) to classify Amazon product reviews into different sentiment categories. It leverages text preprocessing, tokenization, and model training to predict the sentiment with high accuracy.
deep-learning deep-neural-networks deeplearning keras keras-tensorflow nlp rnn rnn-tensorflow sentiment-analysis tenserflow
Last synced: 21 Dec 2024
https://github.com/rathore25/denoising-by-resnet
Use a ResNet to denoise the noisy images
cifar-10 deep-neural-networks denoising-network residual-networks resnet
Last synced: 20 Dec 2024
https://github.com/jsdhami/data-science-with-python
Data Science With Python->Target: AI/ML
ai articicial-inteligence deep-learning deep-neural-networks mathematics-machine-learning matplotlib ml numpy pandas python pytourch statistics tensorflow
Last synced: 05 Feb 2025
https://github.com/victordibia/neuraldreams
Visual Exploration of Representations Learned by Convolutional Neural Networks
cnn deep-learning deep-neural-networks explainability visualization
Last synced: 10 Jan 2025
https://github.com/reshalfahsi/neuralnetwork
Implementation of Artificial Neural Network Algorithm
artificial-intelligence artificial-neural-networks deep-learning deep-neural-networks gradient-descent machine-learning medical-image-processing medical-insurance-costs medmnist neural-network newton-method python
Last synced: 15 Jan 2025
https://github.com/luluw8071/neural-network-from-scratch-using-numpy
A linear neural network from scratch using Numpy for training MNIST Dataset
deep-neural-networks digit-recognition-mnist mnist-classification neural-network-from-scratch numpy python
Last synced: 11 Jan 2025
https://github.com/cloaky233/binary-classifier-cnn
A Convolutional Neural Network (CNN) implementation using PyTorch and TensorFlow/Keras to classify images of cats and dogs. This project includes training scripts, model architectures, and instructions for easy setup and usage.
binaryclassification deep-learning deep-neural-networks pytorch
Last synced: 20 Jan 2025
https://github.com/poodarchu/models.tf
papers implementation during learning dl and tensorflow.
deep-neural-networks tensorflow transfer-learning
Last synced: 28 Jan 2025
https://github.com/augus1999/akane
AsymmetriC AutoeNcodEr (ACANE → AkAne). This model is part of MSc Electrochemistry and Battery Technologies project (2022 - 2023), University of Southampton.
chemistry deep-neural-networks denovo-design graph-neural-networks machine-learning multitask-learning pytorch-implementation transformer
Last synced: 14 Nov 2024
https://github.com/cyrildever/neural-networks-and-deep-learning-in-golang
Code adaptation of "Neural Networks and Deep Learning" book in Go
deep-learning deep-neural-networks golang neural-networks
Last synced: 22 Jan 2025
https://github.com/rambodrahmani/deep-learning
Final project for the Computational Intelligence and Deep Learning course at University of Pisa.
convolutional-neural-networks deep-learning deep-neural-networks keras keras-neural-networks keras-tensorflow point-cloud pointcloud pointclouds tensorflow2
Last synced: 29 Dec 2024
https://github.com/saturnism/udacity-730-deep-learning-notebook
Ray's Udacity UD730 Deep Learning notes
deep-learning deep-neural-networks jupyter-notebook machine-learning python udacity udacity-android-nanodegree
Last synced: 10 Jan 2025
https://github.com/angelognazzo/Reliable-Trustworthy-AI
Repository for the Reliable and Trustworthy AI course offered in Fall 2022 at ETH Zürich: implementation of DeepPoly, Robustness Analyzer for Deep Neural Networks
computer-vision deep-learning deep-neural-networks reliable-ai robust-machine-learning
Last synced: 17 Nov 2024
https://github.com/kiritoind/neural-network-for-cat-image-classification
This script defines essential functions for constructing a deep neural network from scratch for image classification. It includes activation functions like sigmoid and ReLU, data loading from H5 files, parameter initialization, forward and backward propagation for training, gradient descent for parameter updates, and functions for prediction
classification computer-vision deep-learning deep-neural-networks jupyter-notebook numpy python
Last synced: 05 Jan 2025
https://github.com/leehanchung/deeplearning.ai
Coursera Deeplearning.ai Deep Learning Specialization
coursera deep-learning deep-neural-networks neural-networks tensorflow
Last synced: 08 Jan 2025
https://github.com/nurfakhri/predicting-travel-destination
Proyek machine learning untuk memprediksi preferensi destinasi wisata antara pantai dan gunung berdasarkan data tabular menggunakan model deep learning (TabNet dan Feedforward Neural Network) untuk klasifikasi, dengan fokus pada analisis performa
classification deep-neural-networks feedforward-neural-network machine-learning tabnet
Last synced: 05 Feb 2025
https://github.com/keyurparalkar/cifar-10
ConvNet implementation for CIFAR-10 dataset using pytorch
convolutional-neural-networks deep-learning deep-neural-networks lenet-architecture pytorch
Last synced: 30 Dec 2024
https://github.com/mkturkcan/constellation-web
Website for the Constellation Dataset project.
computer-vision dataset deep-learning deep-neural-networks object-detection pretrained-models traffic urban-data-science urban-planning
Last synced: 22 Dec 2024
https://github.com/idwessough/autonomous-driving
Autonomous Driving behaviour for a 4 wheel drive robot vehicle using AI and ROS to drive autonomously in a scaled city
artificial-intelligence computer-vision deep-neural-networks object-recognition robot-framework robotics ros2
Last synced: 22 Jan 2025
https://github.com/guiferviz/happyml
Machine Learning Python library for academic purposes.
deep-learning deep-neural-networks learning machine-learning machine-learning-algorithms neural-network neural-networks numpy
Last synced: 09 Feb 2025
https://github.com/ahammadmejbah/understanding-convolutional-layers
Convolutional layers are a type of neural network layer primarily used in deep learning models for processing data that has a grid-like topology, such as images.
deep-learning deep-learning-tutorial deep-neural-networks deep-reinforcement-learning deeplearning
Last synced: 09 Jan 2025
https://github.com/codewithashim/face-recognition-system
The Face Recognition System is a cutting-edge software application powered by state-of-the-art machine learning techniques. Experience accurate identification and verification of human faces in images and real-time video streams.
access-control biometrics codewithahsim deep-neural-networks face-recognition facial-detection facial-identification opencv opencv-python python python-3 real-time-face-recognition scalable-face-recognition security security-tools surveillance
Last synced: 01 Feb 2025
