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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: 2025-01-24 00:07:47 UTC
- JSON Representation
https://github.com/barbarpotato/deeplearning.ai-tensorflow-developer-professional-certificate
TensorFlow Developer Professional Certificate program teaches you applied machine learning skills with TensorFlow so you can build and train powerful models.
convolutional-neural-networks deep-learning deep-neural-networks natural-language-processing neural-network tensorflow tensorflow2 time-series
Last synced: 11 Jan 2025
https://github.com/amirjahantab/deep-ml-solutions
ML Code Challenges
ai algorithms backpropagation data-science deep-learning-algorithms deep-neural-networks linear-algebra machine-learning machine-learning-algorithms mathematics matrix numpy pca python
Last synced: 11 Jan 2025
https://github.com/lbp2563/glasses-detection-from-human-face-images
This project uses TensorFlow and Keras to develop a deep learning model for detecting glasses on human faces in images. It employs convolutional neural networks (CNNs) to classify images into "with glasses" and "without glasses" categories, offering a versatile tool for applications like facial recognition and virtual try-on experiences.
deep-neural-networks glass-detection keras keras-neural-network neural-network
Last synced: 21 Jan 2025
https://github.com/enheragu/mnist-learning-playground
Just repository with code to play MNIST dataset and different learning models
deep-learning deep-neural-networks mnist mnist-classification python pytorch
Last synced: 29 Dec 2024
https://github.com/data-pioneer/mlops-name-entity-recognition-end-to-end-main
Implementation of MLops pipeline for Named Entity Recognition (NER) using pretrained Huggingface BERT transformer based model, further use CircleCI CI/CD tool for deployment on google cloud platform by using Docker image, Flask front end interface.
artifact-registry bert-fine-tuning circleci deep-neural-networks docker-image flask-application google-cloud huggingface-transformers pythin3
Last synced: 18 Jan 2025
https://github.com/dansolombrino/biscuits
A set of experiments inspired by the paper "Training BatchNorm and Only BatchNorm: On the Expressive Power of Random Features in CNNs" by Jonathan Frankle, David J. Schwab, Ari S. Morcos
batchnorm cnn cnns convolutional-neural-networks deep-learning deep-neural-networks resnet resnets
Last synced: 14 Dec 2024
https://github.com/dansolombrino/creactive
A set of experiments on Deep Neural Networks activation functions
activation-functions deep-learning deep-neural-networks nonlinear-optimization
Last synced: 14 Dec 2024
https://github.com/erfanzar/cnn-custom-object-detection
a custom object detection with cnn and residual blocks and ready to train with at least 100 classes
artificial-intelligence artificial-intelligence-algorithms artificial-neural-networks deep-learning deep-neural-networks deeplearning-ai object-detection python
Last synced: 28 Dec 2024
https://github.com/saadarazzaq/custom-neural-networks
Perceptron, Multiclass and Deep Neural Network Implemented All in One Repo ✨
deep-neural-networks keras numpy perceptron python scikit-learn tensorflow
Last synced: 23 Jan 2025
https://github.com/vpanjeta/gamebot
A game bot using OpenAI gym and Reinforcement Learinng
convolutional-neural-networks deep deep-learning deep-neural-networks learning openai openai-gym openai-universe reinforcement reinforcement-learning
Last synced: 28 Dec 2024
https://github.com/kmr0877/digit-recognition
Implementation of CNNs for handwritten digit recognition
convolutional-neural-networks deep-learning deep-learning-algorithms deep-neural-networks mnist mnist-classification mnist-dataset mnist-handwriting-recognition mnist-image-dataset python3 recurrent-neural-networks tensorflow
Last synced: 28 Dec 2024
https://github.com/qile0317/bacteria-classifier-cnn
A resnet50 bacterial genus/strain classifier from the dibas dataset.
bacteria-classification cnn deep-learning deep-neural-networks fastai image-classification
Last synced: 19 Jan 2025
https://github.com/gyselle-marques/neural-network-mnist
Implementação em Python de uma rede neural de Deep Learning para reconhecimento de dígitos.
deep-learning deep-neural-networks machine-learning neural-network portuguese-brazilian python
Last synced: 13 Jan 2025
https://github.com/mohammad95labbaf/lung-segmentation
The preparation for the Lung X-Ray Mask Segmentation project included the use of augmentation methods like flipping to improve the dataset, along with measures to ensure data uniformity and quality. The model architecture was explored with two types of ResNets: the traditional CNN layers and Depthwise Separable.
chest-xray-images chest-xrays cnn cnn-keras convolutional-neural-networks deep-learning deep-neural-networks deeplearning depthwise-separable-convolutions depthwiseseparableconvolution lung-disease lung-segmentation segment segmentation x-ray-images
Last synced: 13 Jan 2025
https://github.com/rizerkrof/library-simpleneuralnetwork
This is a simple fully connected neural network library for deep learning. Include example.
deep-learning deep-neural-networks library
Last synced: 29 Nov 2024
https://github.com/sanchariii/cifar-10-object-recognition-using-resnet50
CIFAR-10 dataset has 60,000 32x32 rgb images and those images are recognized using ResNet50 deep learning model with an accuracy of 71%.
colab-notebook deep-neural-networks neural-networks resnet-50
Last synced: 12 Jan 2025
https://github.com/mvinyard/neural-diffeqs
Instantiate neural differential equations with ease
deep-learning deep-neural-networks neural-differential-equations neural-networks pytorch
Last synced: 21 Jan 2025
https://github.com/stazizov/projecthat
image verification system
deep-learning deep-neural-networks deepface face-landmarks facial image mediapipe opencv recognition torch verification
Last synced: 12 Jan 2025
https://github.com/guiferviz/aidictive
Addictive Artificial Intelligence library! SOTA models made easy :)
artificial-intelligence deep-learning deep-neural-networks easy-to-use machine-learning
Last synced: 12 Jan 2025
https://github.com/cseas/image-classifier
Deep Neural Network Classifier to recognise images based on custom training classes.
classify-images deep-learning deep-neural-networks image-classifier python python3 tensorboard tensorflow
Last synced: 27 Dec 2024
https://github.com/rupeshtr78/machine_learning
Machine Learning TensorFlow Neural Networks Deep Learning
classification data-analysis deep-learning deep-neural-networks flink jupyter-notebook keras machine-learning machinelearning-python perceptron python3 spark tensorflow
Last synced: 12 Jan 2025
https://github.com/kanishknavale/training_don_a_novel_approach
Repository for research paper "Training Dense Object Nets: A Novel Approach"
computer-vision deep-neural-networks dense-object-nets image-correspondences image-dataset image-processing keypointnet pytorch pytorch-lightning synthetic-augmentation synthetic-dataset-generation
Last synced: 06 Jan 2025
https://github.com/tiennhm/artist-style-transfer-cyclegan
Implement Artist Style Transfer using CycleGAN
ai artistic-style-transfer cyclegan deep-learning deep-neural-networks dl gan generative-adversarial-network
Last synced: 29 Nov 2024
https://github.com/kevinam99/ml-internship-training
Repo containing all the codes and resources from the workshop
artificial-intelligence convolutional-neural-networks deep-neural-networks machine-learning machine-learning-algorithms neural-networks opencv-python recurrent-neural-networks
Last synced: 12 Jan 2025
https://github.com/hackintoshrao/blog-posts
Markdown of my blog posts at medium.com/@hackintoshrao and hackintoshrao.com
artificial-intelligence deep-learning deep-neural-networks technical-writing
Last synced: 12 Jan 2025
https://github.com/ajithvcoder/epai
Contains assignments of EPAi course from The School of AI (https://theschoolof.ai/)
deep-neural-networks python pytorch
Last synced: 12 Jan 2025
https://github.com/aaleksandraristic/intelligent-ecg-diagnostic-system-based-on-cnn-models
Implement an intelligent diagnostic system capable of accurately classifying cardiac activity. By analyzing ECG images or electronic readings, the system aims to detect various abnormalities, including distinguishing normal vs. abnormal heartbeats, identifying myocardial infarction (MI) and its history, and assessing the impact of COVID-19.
classification-algorithm cnn-keras cnn-model convolutional-neural-networks deep-learning deep-neural-networks ecg-classification ecg-signal image-classification image-preprocessing machine-learning resnet resnet-50 vgg16 vgg16-model
Last synced: 16 Jan 2025
https://github.com/andreasmazur/improvedgnnexplanations
Improve Zorro exlanations for graph neural networks.
deep-learning deep-neural-networks explainability explainable-ai explainable-artificial-intelligence explainable-ml neural-networks
Last synced: 12 Jan 2025
https://github.com/justdvnsh/dbot
My chatbot
chatbot dbot decoder deep-learning deep-neural-networks encoder encoder-decoder-model gru lstm machine-learning machine-learning-algorithms rnn rnn-tensorflow seq2seq
Last synced: 14 Dec 2024
https://github.com/justdvnsh/research-summarizer
A research paper summariezer app
app deep-learning deep-neural-networks encoder-decoder gru lstm machine-learning machine-learning-algorithms research rnn rnn-tensorflow seq2seq summarizer webapp
Last synced: 14 Dec 2024
https://github.com/aaditya29/first-neural-network
Jupyter Notebook predicting the House Prices
deep-learning deep-learning-algorithms deep-neural-networks jupyter-notebook machine-learning machine-learning-algorithms neural-network neural-networks
Last synced: 14 Dec 2024
https://github.com/najdbinrabah/deep-learning-with-pytorch-and-captum
This project classifies smoking images using VGG19 with data augmentation, and Captum for model explainability, identifying key features per prediction.
binary-classification captum data-augmentation data-science deep-learning deep-neural-networks grad-cam image-classification integrated-gradients layer-attributions machine-learning occlusion primary-attributions python pytorch transfer-learning vgg19-model
Last synced: 18 Jan 2025
https://github.com/onurmx/emotion-recognition
Emotion recognition from facial images using convolutional neural networks.
ckplus computer-vision convolutional-neural-networks deep-learning deep-neural-networks emotion-recognition fer2013-dataset image-augmentation image-classification image-processing image-recognition kdef-dataset machine-learning pyside pytorch resnet tensorflow torch torchvision vgg
Last synced: 18 Jan 2025
https://github.com/apozzi/convnetjs-extras
Builds on the core functionalities of convnetjs by adding more features and utilities that enhance the capabilities of neural network development and experimentation.
activation-functions convnetjs deep-learning deep-neural-networks loss-functions
Last synced: 29 Nov 2024
https://github.com/amdjadouxx/chifoumiai
A model which take an image of a hand making a sign (paper, scissor, rock) and detect which sign it is, improvement to come
artificial-neural-networks cnn-classification deep-neural-networks ia python3 tensorflow-tutorials
Last synced: 10 Oct 2024
https://github.com/bottomsnode/plateai-indian-license-plate-detection-master
PlateAI is a state-of-the-art ALPR system employing AI and machine learning to detect and recognize license plates from images or video streams in real-time. It offers robust, efficient, and scalable performance, catering to diverse applications with high accuracy and reliability.
artificial-intelligence-algorithms artificial-neural-networks deep-learning deep-neural-networks image-processing machine-learning
Last synced: 18 Jan 2025
https://github.com/redtius/talkpole
🤖🔍 An AI Model that determines sentence sentiment polarity.
cnn-model convolutional-neural-networks deep-learning deep-neural-networks flask keras long-short-term-memory-models nlp python sentiment-analysis sentiment-classification sentiment-polarity tensorflow
Last synced: 10 Oct 2024
https://github.com/grascya/forecasting-electricity-by-hour-rnn-vs-lstm
Explore the Production and Consumption of Electricity produced by different types of energy sources and build an RNN and LSTM to forecast them
deep-neural-networks electricity keras lstm-neural-networks rnn-model tensorflow2
Last synced: 10 Oct 2024
https://github.com/ardawanism/a-tour-of-pytorch
In this repo, an introductory tutorial on PyTorch is provided. You can learn about the basics of PyTorch alongside defining and training deep neural networks consisting of different layer types such as fully-connected, convolutional, and etc.
convolutional-neural-networks deep-learning deep-neural-networks deeplearning multilayer-perceptron neural-network neural-networks pytorch pytorch-tutorial
Last synced: 10 Oct 2024
https://github.com/ardawanism/advanced_deep_learning_fall_2023
In this repository some codes and visualizations are provided for Advanced Deep Learning course.
advanced-deep-learning convolutional-neural-networks deep-learning deep-neural-networks machine-learning machine-learning-algorithms recurrent-neural-networks
Last synced: 20 Jan 2025
https://github.com/ardawanism/fault-detection-and-identification-2023
In this repo, a few topics about useful Machine Learning and Deep Learning algorithms for Fault Detection and Identification are taught.
convlstm convlstm-network convlstm-pytorch convolutional-neural-networks convolutional-recurrent-network deep-learning deep-neural-networks deeplearning fault-detection fault-diagnosis machine-learning machine-learning-algorithms multilayer-perceptron pytorch pytorch-implementation recurrent-neural-networks
Last synced: 20 Jan 2025
https://github.com/kalessin/nntop
deep-learning deep-neural-networks python2 python3 tensorflow
Last synced: 24 Jan 2025
https://github.com/ardawanism/mlp-mixer-an-all-mlp-architecture-for-vision
In this repository, a very informative and comprehensive implementation of MLP-Mixer is provided for educational purposes using PyTorch.
computer-vision deep-learning deep-neural-networks fully-connected-network machinevision mlp mlp-mixer
Last synced: 20 Jan 2025
https://github.com/ardawanism/convmixer-patches-are-all-you-need
In this repository, a very informative and comprehensive implementation of ConvMixer architecture is provided for educational purposes using PyTorch.
cnns computer-vision convmixer convolutional-neural-networks deep-learning deep-neural-networks machinevision
Last synced: 20 Jan 2025
https://github.com/ardawanism/autoencoder_ml_kntu_spring2024
In this repo, a clean and efficient implementation of Fully-Connected or Dense Autoencoder is provided. The code alongside the video content are created for Machine Learning course instructed at Khajeh Nasir Toosi University of Technology (KNTU).
autoencoder autoencoder-neural-network autoencoders deep-learning deep-neural-networks machine-learning
Last synced: 20 Jan 2025
https://github.com/akashash01/artificial_neural_network
It is an network of neurons that make up a human brain, so that machine can able to learn things and make decision like humans. This deep learning model is more flexible for regression and classification problems(linear & non-linear), susceptible to overfitting.
data-science datavisualization deep-learning deep-neural-networks python
Last synced: 14 Dec 2024
https://github.com/unikraft/lib-dnnl
Unikraft port of Intel Math Kernel Library for DNNs
deep-neural-networks intel library math-library unikernel unikraft
Last synced: 19 Jan 2025
https://github.com/blacksujit/deep-neural-networks
This repo contains my Neural Networks Learning With Projects
deep deep-layers deep-learning deep-neural-networks embeddings-word2vec llvm network-embeddings neural-network transformers-layers transformers-models vision-language-model
Last synced: 15 Nov 2024
https://github.com/m0saan/guitardetect
Deep Learning for Guitars 🎸: Guitar Classifier using CNN
cnn cnn-classification deep-neural-networks guitar-classifier
Last synced: 16 Jan 2025
https://github.com/absognety/eva4
Extensive Vision AI Program from The School Of AI
batch-normalization cnns computer-vision deep-neural-networks dropout kernels maxpooling pytorch softmax
Last synced: 22 Jan 2025
https://github.com/valeman/udacity-self-driving-car-traffic-signs-classifier-p2
My project pipeline for the Udacity Self-Driving-Car Nanodegree program's Project 2 - Traffic Sign Classifier
convolutional-neural-networks deep-learning deep-neural-networks machine-vision pyton self-driving-car tensorflow
Last synced: 22 Jan 2025
https://github.com/ahammadmejbah/fundamental-concepts-and-architectures-of-neural-network
Neural Networks are a set of algorithms, modeled loosely after the human brain, designed to recognize patterns. They interpret sensory data through a kind of machine perception, labeling, and clustering of raw input.
deep-learning deep-learning-algorithms deep-neural-networks deep-reinforcement-learning
Last synced: 09 Jan 2025
https://github.com/rishikesh-jadhav/robot-learning
This repository contains my solutions and code submissions for assignments and projects completed as part of ENPM690 during Spring 2024. Each assignment is organized in its own folder, with accompanying documentation and any necessary resources.
computer-vision deep-learning deep-neural-networks imitation-learning machine-learning reinforcement-learning robotics
Last synced: 22 Jan 2025
https://github.com/sensorsini/pycaffejaer
A collection of utilities useful to debug deep-networks trained with Caffe Deep Learning Framework. This utilities can also be used to convert caffe networks into jAER xml format
deep-learning deep-neural-networks machine-vision sensors
Last synced: 21 Jan 2025
https://github.com/himudigonda/digits-recognition
This project uses ML and keras modules to recognise digits from the given dataset.
deep-learning deep-neural-networks digit-recognizer jupyter-notebook keras tensorflow
Last synced: 15 Nov 2024
https://github.com/apal21/tensorflow-pima-indians-dataset-classification
Pima Indians Dataset classification using Tensorflow Linear Classifier and DNN Classifier.
classification deep-neural-networks kaggle linear-classifier pandas pima-indians-dataset scikit-learn tensorflow
Last synced: 31 Dec 2024
https://github.com/coolashishpt/-machine-deep-learning
RESEARCH PAPERS AND IMPLEMENTATIONS (Semi Projects)
deep-learning deep-neural-networks jupyter-notebook machine-learning machinelearning-python python-3-6
Last synced: 24 Jan 2025
https://github.com/alex-lechner/carnd-behavioralcloning-p3
Driving a car around a track in Udacity's car simulator only with image data and neural networks. Project 3 of Udacity's Self-Driving Car Engineer Nanodegree Program.
autonomous-vehicles behavioral-cloning convolutional-neural-networks deep-learning deep-neural-networks keras keras-neural-networks self-driving-car udacity-self-driving-car
Last synced: 22 Jan 2025
https://github.com/aditya30394/dogs-vs-cats
Using convolution networks to classify Dogs and Cats
convolutional-neural-networks deep-neural-networks image-classification python-3 transfer-learning
Last synced: 07 Dec 2024
https://github.com/alex-lechner/carnd-semanticsegmentation-p12
An approach for pixel-based classification of drivable parts of the road (known as Semantic Segmentation). Project 12 of Udacity's Self-Driving Car Engineer Nanodegree Program.
autonomous-vehicles deep-learning deep-neural-networks deeplearning fully-convolutional-networks self-driving-car semantic-segmentation tensorflow
Last synced: 22 Jan 2025
https://github.com/hayatiyrtgl/lstm_time_seriesv2
The code downloads Microsoft stock data, preprocesses it, builds and trains a deep learning model, and visualizes predictions.
analyzer deep-learning deep-neural-networks forecasting lstm pandas python time-series
Last synced: 22 Dec 2024
https://github.com/maosong2022/tinyneuralnetwork
A simply C++ implemented neural networks
cpp cpp17 deep-learning deep-neural-networks
Last synced: 22 Jan 2025
https://github.com/shashwat9kumar/covid_face_mask_detection
Detecting whether a person in the picture has face mask on or not using a convolutional neural network
cnn covid19 deep-learning deep-neural-networks face-detection mask-detection tensorflow
Last synced: 12 Jan 2025
https://github.com/sebukpor/breast-cancer-classification
this model classifies breast cancer as either benign or malignant
deep-learning deep-neural-networks tensorflow tensorflowjs
Last synced: 22 Dec 2024
https://github.com/pegah-ardehkhani/predictive-maintenance-using-ml
A machine learning project for predictive maintenance, designed to forecast equipment failures and optimize maintenance schedules to reduce downtime and operational costs
adaboost decision-tree deep-learning deep-neural-networks feature-importance knn logistic-regression machine-learning machine-learning-algorithms matplotlib numpy pandas plotly predictive-maintenance random-forest seaborn sklearn stacking svm tensorflow
Last synced: 18 Jan 2025
https://github.com/md-emon-hasan/ml_project_fake_news_predictin_using_deep_learning_with_lstm
📰 The Fake News Detection System uses deep learning techniques, specifically LSTM models, to classify news articles as real or fake.
ai cnn data-science deep-learning deep-neural-networks fake-new fake-news-detection gru keras lstm lstm-neural-networks machine-learning ml news-classification rnn sentiment-analysis tensorflow tensorflow-model text-classification text-processing
Last synced: 22 Jan 2025
https://github.com/deepschneider/faces-dcgan
DCGAN for human faces generation (Radford architecture, Keras framework)
dcgan dcgan-keras dcgan-model deep-learning deep-neural-networks deepfakes face-generation gan gan-keras image-generation image-generator keras keras-models keras-tutorials python radford
Last synced: 16 Jan 2025
https://github.com/deepschneider/simpsons-dcgan
My attempt to design DCGAN
dcgan dcgan-keras dcgan-model dcgan-tensorflow deep-neural-networks deepfakes gan gan-keras keras keras-models keras-tensorflow keras-tutorials python radford simpsons-dcgan tensorflow tensorflow-models
Last synced: 16 Jan 2025
https://github.com/somjit101/self-driving-car
An implementation of a simple self-driving car control using the image feed from a single dashcam.
autonomous-driving autonomous-vehicles car cnn cnn-keras convolutional-layers convolutional-neural-networks dash-cam deep-learning deep-neural-networks feature-extraction neural-network self-driving-car tensorflow
Last synced: 16 Jan 2025
https://github.com/motykatomasz/deepimageprior
Project reproducing part of "Deep Image Prior" paper, conducted for Deep Learning course (CS4240) at TU Delft.
cnn deep-learning deep-neural-networks pytorch
Last synced: 15 Dec 2024
https://github.com/makism/mtggg
mtg good game
apache-spark data-engineering data-science deep-neural-networks python
Last synced: 20 Jan 2025
https://github.com/vutrong826/yolov8-tumor-segmentation
Brain tumor segmentation using YOLO architecture for fast and accurate detection.
deep-learning deep-neural-networks python pytorch segmentation tensorflow tumor-segmentation yolo yolov8 you-only-look-once
Last synced: 23 Jan 2025
https://github.com/achint08/handwritten
Handwritten digit recognition
computer-vision convolutional-neural-networks deep-neural-networks machine-learning
Last synced: 30 Nov 2024
https://github.com/aman-17/deep-learning-practise
Practicing deep learning also involves being familiar with the libraries and frameworks like Tensorflow, Pytorch, Theano, etc. that are commonly used to train and deploy deep learning models, as well as staying up to date with the latest research and advancements in the field.
deep-learning deep-neural-networks python pytorch tensorflow
Last synced: 25 Nov 2024
https://github.com/ztrimus/digit-recognition-from-scratch-neural-network
Avoided use of Built-in Models, function in Pytorch. Used Pytorch API and MNIST Dataset.
deep-learning deep-neural-networks machine-learning neural-network python
Last synced: 22 Jan 2025
https://github.com/debasish-dutta/handwritten-digit-classifier
A web-app based on a handwritten digit recognizer TF model and its neural network created from scratch and is deployed using a web-app with tensorflow.js
deep-neural-networks tensorboard-mnist-digit tensorflow2
Last synced: 19 Jan 2025
https://github.com/chaitanyak77/optimal-detection-of-diabetic-retinopathy-severity-using-attention-based-cnn-and-vision-transformers
This repository contains the implementation of a hybrid model combining Attention-Based Convolutional Neural Networks (CNNs) and Vision Transformers (ViT) to classify the severity levels of diabetic retinopathy.
cnn-classification deep-neural-networks diabetic-retinopathy-detection image-processing transformers vision-transformer
Last synced: 16 Jan 2025
https://github.com/ivanrj7j/super-cars-vs-suvs
This is a deep neural network that looks at an images of cars and then classify them as suv and supercars
cnn deep-learning deep-neural-networks image-classification machine-learning
Last synced: 22 Dec 2024
https://github.com/mohamedsebaie/gender-age-race_prediction_keras
Gender Age Race Prediction Keras with Multiple Heads to The Model.
computer-vision deep-learning deep-neural-networks keras keras-classification-models keras-neural-networks keras-tensorflow neural-network python
Last synced: 21 Jan 2025
https://github.com/akashash01/convolutional_neural_network
Is a deep neural network, most commonly applied to analyze visual images.
cnn-for-visual-recognition data-science deep-learning deep-neural-networks python
Last synced: 14 Dec 2024
https://github.com/sreecharanv/generating-realistic-and-diverse-textual-movie-reviews-with-imdb-dataset-leveraging-deep-learning
This project uses GPT-2 to generate realistic movie reviews from the IMDb dataset. By preprocessing data and fine-tuning the model, we achieved human-like text quality. The model's reviews were evaluated for coherence and diversity, showcasing GPT-2's potential in automated text generation.
deep-learning deep-neural-networks gpt-2 large-language-models machine-learning movie-reviews natural-language-processing text-generation
Last synced: 30 Nov 2024
https://github.com/stevenrice99/wall-following-robot-navigation
Wall-Following Robot Navigation
ai artificial-intelligence batch-normalization classification deep-learning deep-neural-networks dropout dropout-layers machine-learning ml neural-network neural-networks pandas python python3 pytorch sklearn torch uc-irvine uc-irvine-dataset
Last synced: 16 Jan 2025
https://github.com/stevenrice99/facial-expression-recognition
Kaggle Challenges in Representation Learning: Facial Expression Recognition Challenge
ai artificial-intelligence classification convolutional-neural-networks deep-learning deep-neural-networks face-recognition facial-recognition kaggle machine-learning ml neural-network neural-networks python python3 pytorch resnet resnet-18 torch torchvision
Last synced: 16 Jan 2025
https://github.com/sadmansakib93/arctic-mammal-classification
Deep learning model for acoustic detection and classification of Bowhead whales. This repo contains code for the binary classification model, two classes are: Bowhead whales (BH), Other/background.
annotations audio-analysis audio-classification classification deep-learning deep-neural-networks machine-learning python spectrogram tensorflow
Last synced: 12 Jan 2025
https://github.com/stupidcucumber/stablediffusion
A repository for fine-tuning StableDiffusion2.
deep-neural-networks diffusion-models generation python stable-diffusion text-to-image torch training
Last synced: 19 Jan 2025
https://github.com/stupidcucumber/deeplabv3-celebhq
Trained Torch version of the DeepLab on the CelebHQ.
deep-neural-networks deeplabv3 face-segmentation python3 segmentation-models torch
Last synced: 19 Jan 2025
https://github.com/aaleksandraristic/innovative-skin-cancer-screening-iscs-utilizing-cnn-models
The goal of this project is to employ deep learning models and advanced techniques to identify abnormalities by analyzing images of the skin tissues.
cnn-classification cnn-keras cnn-model convolutional-neural-networks deep-neural-networks densenet googlenet-inception-network image-classification image-processing python resnet
Last synced: 16 Jan 2025
https://github.com/avidlearnerinprogress/improvingdeepneuralnetworks
Programming assignments of the course
andrew-ng deep-learning deep-neural-networks jupyter-notebook python
Last synced: 14 Jan 2025
https://github.com/zsxoff/deep-learning-brain-segmentation
Brain segmentation for the 2D images using convolutional neural network
brain convolutional-networks convolutional-neural-networks deep-learning deep-neural-networks segmentation tensorflow
Last synced: 16 Jan 2025
https://github.com/wambugu71/tree-couting-deepforest-drone_imagery
Counting the number of trees in an area, muringato area.
data-science deep-learning deep-neural-networks ecology image-recognition machine-learning object-detection python
Last synced: 23 Jan 2025
https://github.com/dhrupad17/understanding-deep-learning-through-projects
This repository encapsulates a hands-on approach to mastering the intricate concepts of deep learning. Through practical engagement with real-world projects, learners immerse themselves in the nuances of neural networks, optimization techniques, and model architectures. This methodology fosters a profound comprehensio
artificial-neural-networks convolutional-neural-networks deep-learning deep-neural-networks lstm-neural-networks project-repository recurrent-neural-networks
Last synced: 16 Jan 2025
