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/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/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/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/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/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/reanschwarzer1/cs-final-project

arcore-android augementedreality cnn deep-neural-networks reinforced-learning unity3d

Last synced: 06 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/rathore25/reddit-sentiment-pre-post-covid

covid-19 deep-neural-networks latent-dirichlet-allocation reddit sentiment-analysis topic-modeling

Last synced: 20 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/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/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/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/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/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/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/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/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/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/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/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/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/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/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/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/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/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/zakircodearchitect/flight-intent-classifier

This project uses a Bidirectional LSTM model to classify flight-related queries into 8 intents. Trained on the ATIS dataset, it achieved 97% test accuracy and is ideal for travel-related chatbots.

atis-dataset deep-neural-networks intent-classification neural-network

Last synced: 29 Dec 2024

https://github.com/activatedgeek/ml-reading-group

deep-learning deep-neural-networks machine-learning machine-learning-algorithms neural-network

Last synced: 28 Nov 2024

https://github.com/amdjadouxx/chatbotai

implementing a chatbot with tensorflow in python

deep-learning deep-neural-networks ia natural-language-processing python3

Last synced: 23 Nov 2024

https://github.com/j3-signalroom/j3-ml_ai-education_experiences

Some of the project notebooks I built during my deepatlas.ai well-rounded education program.

artificial-intelligence artificial-neural-networks deep-learning deep-neural-networks machine-learning

Last synced: 14 Dec 2024

https://github.com/aravinda-1402/cotton_disease_prediction

Deep Learning model to detect a diseased cotton plant

cnn deep-neural-networks python3

Last synced: 19 Jan 2025

https://github.com/axmand/neuro

deep-learning deep-neural-networks deep-reinforcement-learning

Last synced: 04 Dec 2024

https://github.com/mahendran-narayanan/double-vit

[ICPR 2024] DoubleViT Pushing transformers towards the end because of convolutions

deep-learning deep-neural-networks icpr2024 pytorch tensorflow

Last synced: 21 Dec 2024

https://github.com/protyayofficial/imagecolorization

This project utilizes GANs for converting grayscale images to color, leveraging deep learning models to enhance colorization accuracy. It features customizable training pipelines, evaluation metrics, and supports further improvements with new models and techniques.

convolutional-neural-networks deep-learning deep-neural-networks generative-adversarial-network image-colorization image-generation pytorch

Last synced: 21 Dec 2024

https://github.com/george-nyamao/keras-cnn-mnist-tuning

This repository illustrates model tuning using the Keras MNIST dataset with CNN.

convolutional-neural-networks deep-learning deep-neural-networks keras-tensorflow mnist-dataset

Last synced: 06 Dec 2024

https://github.com/yash-rewalia/emotion_detection_cnn_deep_learning

This project focuses on emotion detection using Convolutional Neural Networks (CNN), implementing and comparing four models: a custom CNN, a custom CNN with data augmentation, VGG16, and ResNet50v2 for accurate emotion recognition from images.

deep-learning deep-neural-networks emotion-detection keras machine-learning python tensorflow

Last synced: 21 Dec 2024

https://github.com/techshot25/fashion-mnist-dnn

Testing the construction of deep neural nets (DNNs) on fashion MNIST dataset.

classification deep-neural-networks machine-learning-algorithms neural-network tensorflow tensorflow-experiments

Last synced: 21 Dec 2024

https://github.com/zaquyn/tensorflow-developer-certificate-bootcamp

These notebooks contain many foundations in TensorFlow from to fundamental to NLP, Computer Vision and Time series

artificial-intelligence deep-learning deep-neural-networks tensorflow tensorflow-tutorials tensorflow2

Last synced: 21 Dec 2024

https://github.com/angrybayblade/nnviz

📊 NNViz is interactive visualization tool for Tensorflow made neural networks.

artificial-intelligence artificial-neural-networks deep-neural-networks interpretable-machine-learning tensorflow visualization-tools

Last synced: 16 Dec 2024

https://github.com/tal7aouy/nlp-roadmap

Master NLP Roadmap 🛣️

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

Last synced: 29 Dec 2024

https://github.com/qasimwani/dqn-openai

Using DQN (Deep Q Network) to develop a DRL (Deep Reinforcement Learning) agent to solve LunarLander environment in OpenAI gym.

deep-neural-networks dqn keras-tensorflow openai-gym reinforcement-learning

Last synced: 27 Dec 2024

https://github.com/ksasi/dog-breed-classifier

Dog Breed Classifier

cnn cnn-classification computer-vision deep-learning deep-neural-networks keras keras-neural-networks machine-learning numpy pandas python scikit-learn

Last synced: 07 Jan 2025

https://github.com/ksasi/deep_vision

The School of AI - Deep Vision

artificial-intelligence computer-vision deep-learning deep-neural-networks keras-tensorflow tensorflow

Last synced: 07 Jan 2025

https://github.com/ksasi/image_recognition

cnn computer-vision deep-learning deep-neural-networks machine-learning numpy pandas python scikit-learn tensorflow tensorflow-cnn

Last synced: 07 Jan 2025

https://github.com/dkosarevsky/bmstu_bgqw

BMSTU Bachelor's Graduate Qualification Work

deep-learning deep-neural-networks deepface deepfake deepfake-detection deepfakes deeplearning neural-network python streamlit

Last synced: 21 Dec 2024

https://github.com/maxvandenhoven/bounded-knapsack-reinforcement-learning

University project applying deep reinforcement learning to solve the bounded knapsack problem

bounded-knapsack-problem deep-learning deep-neural-networks deep-reinforcement-learning gym knapsack-problem operations-research or-gym python pytorch

Last synced: 29 Dec 2024

https://github.com/uranusx86/addernet-on-tensorflow

a implementation of neural network with almost no multiplication with tensorflow 2 (Adder Net)

adder addernet ai artificial-intelligence cnn custom-layer deep-learning deep-neural-networks image-classification implementation implementation-of-research-paper keras lightweight mnist neural-network tensorflow tensorflow2

Last synced: 21 Jan 2025

https://github.com/ashraf-khabar/bank-marketing-data-analysis

This project is focused on analyzing bank marketing data using PyTorch, pandas, numpy, and scikit-learn. The goal is to build a predictive model that can help identify potential customers who are more likely to subscribe to a bank's term deposit.

data-cleaning data-science data-visualization dataset deep-learning deep-neural-networks feedforward-neural-network learning neural-networks numpy pandas python pytorch sklearn

Last synced: 21 Jan 2025

https://github.com/khareyash05/breast-cancer-classification-using-deep-neural-network

Breast Cancer Classification using Deep Neural Networks

breastcancer-classification deep-neural-networks pytorch

Last synced: 11 Jan 2025

https://github.com/sixcolors/hotdog

Image classification application that uses deep learning to determine whether an image contains a hotdog or not.

ai deep-neural-networks hotdog hotdog-classifiers machine-learning ml not-hotdog python3 tensorflow

Last synced: 14 Dec 2024

https://github.com/avidlearnerinprogress/neuralnetworksanddeeplearning

Programming assignments of the course

andrew-ng deep-learning deep-neural-networks python

Last synced: 14 Jan 2025

https://github.com/ggldnl/vision-and-perception

Material from the Vision and Perception course

camera-calibration computer-vision deep-neural-networks epipolar-geometry image-filtering image-processing structure-from-motion university

Last synced: 14 Jan 2025

https://github.com/frgfm/pytorch-mnist

Implementation of various basic architectures (training on MNIST, Visdom visualization)

computer-vision deep-learning deep-neural-networks lenet mnist python3 pytorch pytorch-cnn visdom

Last synced: 29 Dec 2024

https://github.com/iambijoykar/tmnist-deeplearning-model

Handwritten character predict model

deep-learning deep-neural-networks neural-network tensorflow tmnist

Last synced: 21 Dec 2024

https://github.com/simranjeet97/googlevision_ocr

GoogleVision_OCR Project to Read out PDF

data-science data-structures deep-learning deep-neural-networks gcp google google-analytics google-cloud-platform googlecloud googlecloudplatform googlecloudstorage machine-learning machine-learning-algorithms ocr ocr-engine ocr-recognition ocr-service python python-ocr python3

Last synced: 14 Jan 2025

https://github.com/coderixc/rforai

Learn R Programming Language for Statistics & Data Science

artificial-neural-networks data data-science deep-neural-networks machine-learning probability quant-analyst r science

Last synced: 20 Dec 2024

https://github.com/edreate/neural_learn

A Deep Learning library based on Pytorch and PyTorch Lightning which makes Deep Learning even simpler.

deep-learning deep-neural-networks python3 pytorch pytorch-lightning

Last synced: 21 Dec 2024

https://github.com/huseyincenik/deep_learning

Deep Learning #deeplearning

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

Last synced: 21 Dec 2024

https://github.com/abidmuin/tensorflow-in-practice-specialization

TensorFlow in Practice Specialization

artificial-intelligence cnn-keras computer-vision deep-neural-networks keras-classification-models keras-implementations keras-models keras-neural-networks keras-tensorflow keras-visualization lstm machine-learning-coursera nlp prediction rnn-tensorflow seasonality tensorflow-models tensorflow-tutorials time-series-analysis trend-analysis

Last synced: 21 Dec 2024

https://github.com/parth-shastri/neural_nets_tensorflow

Just a small set of projects from a student who loves to play with Deep-learning!

deep-learning deep-neural-networks learning neural-networks python3 tensorflow-examples tensorflow-tutorials tensorflow2

Last synced: 21 Dec 2024

https://github.com/ahmad-ali-rafique/usa-house_price-predict

A Streamlit application for predicting house prices in the USA using a linear regression model.

artificial-intelligence data-science deep-neural-networks house house-price-prediction linear-regression machine-learning modeling neural-networks price-prediction regression-models streamlit usa

Last synced: 21 Dec 2024

https://github.com/rociobenitez/deeplearning-airbnb-price-prediction

Deep Learning project for Airbnb price prediction, featuring data preprocessing and neural network models in Google Colab.

airbnb-data airbnb-pricing-prediction convolutional-neural-networks deep-learning deep-learning-algorithms deep-neural-networks keras keras-neural-networks keras-tensorflow

Last synced: 23 Nov 2024

https://github.com/alisiahkoohi/xonv

xonv: Extended convolutional layers

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

Last synced: 30 Oct 2024

https://github.com/hawmex/deep_learning_content

This repository contains my teaching material as a teaching assistant for the "Artificial Intelligence" course at AUT (Tehran Polytechnic).

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

Last synced: 29 Dec 2024

https://github.com/utility-code/sprintdl

pytorch wrapper for easier experimentation

deep-learning deep-neural-networks pytorch

Last synced: 21 Jan 2025

https://github.com/danhenriquex/data_science_and_machine_learning

A.I, Data Science & Machine Learning and Deep Learning with Tensorflow

deep-learning deep-neural-networks machine-learning matplotlib numpy pandas tensorflow

Last synced: 14 Jan 2025

https://github.com/redleader962/une-intuition-sur-rudder

Ressources pour la présentation orale: "Une intuition sur RUDDER (Return Decomposition for Delayed Rewards)"

deep-learning deep-neural-networks deep-reinforcement-learning neural-network reward-shaping

Last synced: 24 Dec 2024

https://github.com/sumanthgubbala/dog-vs-cat-classification

Dog vs Cat Classification using Transfer Learning

deep-neural-networks dog-vs-cat-classification flask tensorflow tensorflowhu transfer-learning

Last synced: 30 Dec 2024

https://github.com/phyulwin/machine-learning-with-python-projects

Projects for Machine Learning with Python freeCodeCamp (Updated Solution in Progress... 🌿)

deep-neural-networks google-colab machine-learning python tensorflow

Last synced: 30 Dec 2024

https://github.com/srineogi/deals-prediction-python

Binary Classification problem (Won = 1, Lost=0)

binaryclassification classification deals decision-tree-classifier deep-learning deep-neural-networks knn-classifier machine-learning python random-forest-classifier sckiit-learn svm-classifier tensorflow

Last synced: 30 Dec 2024

https://github.com/pritz69/wine_quality_prediction_ml

Neural Networks and Deep Learning Project ,developing a Machine Learning Model .

artificial-intelligence deep-learning deep-neural-networks machine-learning neural-networks

Last synced: 11 Jan 2025

https://github.com/karan-malik/self-organizing-maps

Python implementation of the unsupervised Deep Learning Algorithm SOM

deep-learning deep-neural-networks deeplearning dimensionality-reduction python python3 self-organizing-map som unsupervised-deep-learning unsupervised-learning unsupervised-machine-learning

Last synced: 14 Jan 2025

https://github.com/karan-malik/digitrecognition

Using Deep Learning to recognize Handwritten Digits (MNIST) and hosted using Flask

cnn cnn-keras convnet convolutional-neural-networks css deep-learning deep-neural-networks deeplearning flask flask-application html html5 keras machine-learning mnist-classification mnist-handwriting-recognition python python3

Last synced: 14 Jan 2025

https://github.com/imumi17/melanoma-skin-cancer-detection

Melanoma Cancer Detection

deep-learning deep-neural-networks melanoma-detection

Last synced: 30 Dec 2024

https://github.com/quarkgluant/deep_learning_a_z

french Udemy course based on the Kirill Eremenko's course on deep learning with Python

deep-learning deep-learning-tutorial deep-neural-networks python3 pytorch tensorflow

Last synced: 07 Jan 2025

https://github.com/quarkgluant/deeplearning_tf

the "hello world" of the Deep Learning, MNIST dataset with tensorflow

deep-neural-networks python3 tensorflow-examples

Last synced: 07 Jan 2025

https://github.com/aungkaungpyaepaing/mask-nomask-classification

Purpose of this project is to classified the captured image or input image, has masks or not. This model had trained with Convolutional Neural Network (CNN) and has high accuracy. The only problem of this model is it cannot detect the mask with different color due to dataset but included possible solution at the end of doc.

classification convolutional-neural-networks deep-learning deep-neural-networks image-classification image-processing

Last synced: 21 Jan 2025

https://github.com/saravanabalagi/deep_learning

My solutions for Deep Learning by Google MOOC on Udacity

deep-learning deep-neural-networks solutions udacity

Last synced: 25 Dec 2024

https://github.com/kedhareswer/pdfchatbot

The Following Project is just me trying to understand a way to make PDF Chat bot this is not the final work

css deep-learning deep-neural-networks html machine-learning pdfjs python

Last synced: 21 Jan 2025

https://github.com/bismillah-jan/deep-neural-network

A demonstration of Deep Neural Network implementation using TensorFlow.

adaline-learning-algorithm deep-neural-networks keras tensorflow

Last synced: 16 Jan 2025

https://github.com/alandoescs/ml-reading-group

The GitHub Page of the Bavarian International School Machine Learning Reading Group

deep-learning deep-neural-networks machine-learning neural-networks reading-list

Last synced: 29 Dec 2024

https://github.com/athari22/tv-script-generation

In this project, I generated Seinfeld TV scripts using RNNs.This project is part of udacity deep learning nanodegree program. The Neural Network will generate a new, "fake" TV script, based on patterns it recognizes in this training data.

deep-learning deep-neural-networks machine-learning neural-network python pytorch rnn rnn-encoder-decoder rnn-model rnn-pytorch

Last synced: 30 Dec 2024

https://github.com/athari22/sentiment-analysis-web-app

In this project, I created a Sentiment Analysis Web App using PyTorch and SageMaker. This project is part of the deep learning nanodegree program at udacity. Project Overview In this project, I constructed a recurrent neural network for the purpose of determining the sentiment of a movie review using the IMDB data set. Used Amazon's SageMaker service. In addition, created a simple web app that will interact with the deployed model.

amazon amazon-web-services deep-learning deep-neural-networks machine-learning neural-network python pytorch sagemaker sentiment-analysis

Last synced: 30 Dec 2024

https://github.com/malolm/educational-neural-network-framework

Python implementation of an artificial neural network aimed at deeply mastering the underlying concepts that drive neural networks. This project is inspired by Andrej Karpathy and Russ Salakhutdinov.

deep-neural-networks mnist-classification python3

Last synced: 21 Jan 2025

https://github.com/maxvandenhoven/deep-defect-detection

University project applying deep neural networks and automatic hyperparameter optimization to detect defects in manufactured parts

binary-classification convolutional-neural-networks deep-learning deep-neural-networks defect-detection hyperopt hyperparameter-optimization python pytorch sklearn

Last synced: 29 Dec 2024

https://github.com/abhinavbammidi1401/deeplearning

This repository contains a collection of deep learning models and tools for various tasks such as image classification and generative modeling. Built with popular frameworks like TensorFlow, Keras and PyTorch, it includes code examples, pre-trained models, and detailed documentation to help you get started with deep learning.

deep-learning deep-neural-networks image-classification yolov5

Last synced: 21 Jan 2025

https://github.com/mauricioacosta/reconocimientoexpresionesfaciales

Red Neuronal para predecir emociones

deep-neural-networks keras-tensorflow python3 tensorflow

Last synced: 21 Jan 2025

https://github.com/faisal-fida/nlp-classification-qna-for-beginners

Natural language processing (NLP) tasks: text classification and text generation. The notebooks explore different techniques and models for handling these tasks, offering insights into common challenges and solutions.

challenges deep-neural-networks nlp-machine-learning text-classification text-generation

Last synced: 08 Jan 2025

https://github.com/ambroisem/ml_fun

deep-neural-networks image-classification image-segmentation level-set object-detection python tensorflow yolov1-pytorch yolov2-pytorch

Last synced: 14 Jan 2025

https://github.com/aishwaryahastak/alzheimer-s-detection

Alzheimer's Detection from Brain MRI scans using DNN

deep-neural-networks healthcare image-classification

Last synced: 02 Jan 2025

https://github.com/natielle/udemy-tensorflowcompython

Material de estudo do curso: https://www.udemy.com/course/tensorflow-machine-learning-deep-learning-python/learn/lecture/12670278#overview

deep-learning deep-neural-networks deeplearning python tensorflow

Last synced: 21 Jan 2025

https://github.com/hemanthh17/ct5129-thesis-image-dehazing

ClearFlow: An Enhanced Image Dehazing Workflow Using Model Ensembling and CNN Postprocessing. This project is aimed to train a neural network to handle the task of image dehazing.

computer-vision deep-learning deep-neural-networks torch torchvision

Last synced: 21 Jan 2025

https://github.com/gregyjames/rperceptron

A simple perceptron implemented in R.

classification classification-algorithims classification-algorithm data-science deep-learning deep-neural-networks graphing linear-classifier perceptron perceptron-learning-algorithm r

Last synced: 08 Jan 2025

https://github.com/harshuljain13/dogsbreedclassification

Classifying the dogs breed using transfer learning in DeepLearning

deep-learning deep-neural-networks inceptionv3 keras tensorflow transfer-learning

Last synced: 30 Dec 2024

https://github.com/ofir-frd/cats-vs-dogs-deep-learning

deep-learning deep-neural-networks dogs-vs-cats mobilenet vgg16

Last synced: 11 Jan 2025

https://github.com/kmohamedalie/dtm_deep_learning_euclid_dataset

Euclid Dataset

computer-vision convolutional-neural-networks deep-neural-networks geometry machine-learning mathematics

Last synced: 02 Jan 2025

https://github.com/gosuto-inzasheru/aml-densenet-varying-learning-rates

Re-training the deep neural network DenseNet using various learning rate strategies. Entry for the Food Recognition Challenge for the Master's course Applied Machine Learning.

cyclical-learning-rate deep-neural-networks densenet image-classification learning-rate-benchmarking learning-rate-decay

Last synced: 14 Jan 2025

https://github.com/namratagulati/textingwithcnn

This project focuses on the training and evaluation of a TextCNN model for text classification. The model architecture includes an embedding layer, convolutional layers with max-pooling, dropout for regularization, and a softmax layer for classification

convolutional-neural-network convolutional-neural-networks deep-learning deep-neural-networks deeplearning

Last synced: 08 Jan 2025

https://github.com/ondrejbiza/drl_gym

Deep Reinforcement Learning gym.

deep-neural-networks deep-reinforcement-learning openai-gym reinforcement-agents reinforcement-learning tensorflow tensorflow-experiments

Last synced: 08 Jan 2025