Projects in Awesome Lists tagged with keras-classification-models
A curated list of projects in awesome lists tagged with keras-classification-models .
https://github.com/google/magika
Detect file content types with deep learning
deep-learning filetype keras-classification-models keras-models mime-types
Last synced: 24 Mar 2025
https://github.com/titu1994/keras-classification-models
Collection of Keras models used for classification
deep-learning keras keras-classification-models keras-models residual-networks
Last synced: 09 Apr 2025
https://github.com/dkeras-project/dkeras
Distributed Keras Engine, Make Keras faster with only one line of code.
data-parallelism deep-learning deep-neural-networks distributed distributed-deep-learning distributed-keras-engine distributed-systems keras keras-classification-models keras-models keras-neural-networks keras-tensorflow machine-learning neural-network parallel-computing plaidml python ray tensorflow tensorflow-models
Last synced: 02 May 2025
https://github.com/danmorales/cursods_profdanilo
Códigos Python com diferentes aplicações como técnicas de machine learning e deep learning, fundamentos de estatística, problemas de regressão de classificação. Os vídeos com as explicações teóricas estão disponíveis no meu canal do YouTube
aprendizado-de-maquina ciencia-de-dados data-science deep-learning keras-classification-models keras-layer keras-models keras-neural-networks machine-learning machine-learning-algorithms numpy pandas-dataframe pandas-python scikit-learn scikitlearn-machine-learning scipy tensorflow tensorflow-tutorials
Last synced: 02 May 2025
https://github.com/benckx/dnn-movie-posters
Classify movie posters by genre
ai cnn cnn-classification keras keras-classification-models keras-tutorials machine-learning machine-learning-tutorial movies tensorflow tensorflow-examples tutorial
Last synced: 02 May 2025
https://github.com/deepsense-ai/Keras-PyTorch-AvP-transfer-learning
We pit Keras and PyTorch against each other, showing their strengths and weaknesses in action. We present a real problem, a matter of life-and-death: distinguishing Aliens from Predators!
alien keras keras-classification-models keras-models keras-neural-networks keras-tutorials predator pytorch pytorch-cnn pytorch-implementation pytorch-tutorial pytorch-tutorials
Last synced: 27 Nov 2024
https://github.com/swainshashwat/Audio-Classification-using-Deep-Learning
Classifying 10 different categories of Sound using Deep Learning.
audio-processing deep-learning deep-neural-networks keras keras-classification-models python3
Last synced: 06 Apr 2025
https://github.com/luca-parisi/quantum_relu
QReLU and m-QReLU: Two novel quantum activation functions for Deep Learning in TensorFlow, Keras, and PyTorch
activation activation-functions deep-learning deep-neural-networks keras keras-classification-models keras-models keras-neural-networks keras-tensorflow neural-network neural-networks pytorch quantum quantum-algorithms quantum-machine-learning relu relu-activation relu-layer tensorflow torch
Last synced: 07 May 2025
https://github.com/sandeepvashishtha/image-recognition
Identify and classify objects in real-time video streams using TensorFlow and OpenCV. This project is designed for applications like security systems, robotics, and interactive installations, combining the power of TensorFlow for deep learning with OpenCV's webcam interaction.
collaborate image-classification imagerecognition keras-classification-models keras-tensorflow object-detection objectrecognition opencv python3 tensorflow
Last synced: 08 Apr 2025
https://github.com/thakur-nandan/deeplearningwithkeras
How to use the Keras Deep Learning library
binder binder-jupyter-notebook binder-ready binders deep-learning jupyter-notebook keras keras-classification-models keras-neural-networks keras-tensorflow machine-learning mnist mnist-classification neural-networks
Last synced: 14 Apr 2025
https://github.com/sushantdhumak/fashion-clothing-classification
Kaggle Machine Learning Competition Project : In this project, we will create a classifier to classify fashion clothing into 10 categories learned from Fashion MNIST dataset of Zalando's article images
adam-optimizer categorical-cross-entropy classification classification-report conv2d dropout keras keras-classification-models keras-neural-networks maxpooling model-evaluation reshaping splitting subplots
Last synced: 30 Jan 2025
https://github.com/spatialaudio/classification_exercise
Multiclass classification example/exercise using deep neural networks (DNNs)
audio-classification audio-processing classification classifier deep-learning deep-neural-networks digital-signal-processing jupyter-notebook keras-classification-models open-education open-educational-resources structure-borne-sound tensorflow
Last synced: 25 Apr 2025
https://github.com/moindalvs/neural_networks_forest_fire_classification
PREDICT THE BURNED AREA OF FOREST FIRES WITH NEURAL NETWORKS
auc-roc-curve binary-classification classification dropout-layers epochs hyperparameter-optimization hyperparameter-tuning keras-classification-models neural-networks tensorflow weight-initialization
Last synced: 23 Apr 2025
https://github.com/easonlai/pneumonia_classification_challenge_databricks
This is sample repos for how to use Keras Tuner to perform hyper-parameter tuning in Databricks.
cnn-keras convolutional-neural-networks data-science databricks hyperparameter-optimization hyperparameter-tuning keras keras-classification-models keras-neural-networks keras-tensorflow keras-tuner machine-learning neural-network pneumonia-classification resnet-50
Last synced: 26 Apr 2025
https://github.com/arshtiwari2004/sahyog
Centralized Disaster Response and Inventory Management System that leverages AI and Google Cloud Technologies to predict disasters, optimize resource management, and provide real-time coordination.
adam-optimizer apache-kafka apache-spark cnn-classification docker efficientnetb4 gan-models gcp-storage gcs gemini-api hyperledger-fabric keras-classification-models l2-regularization lstm-model numpy opencv tensorflow twilio vertex-ai yolov8-detection
Last synced: 13 May 2025
https://github.com/shettysach/kannada-digit-recognizer-v1
Using a Convolutional Neural Network (CNN) to identify the Kannada numerical digits. Tensorflow (Keras) is used to create, train and load the neural network model. CustomTKinter/TKinter are used to provide the GUI and OpenCV is used to read input form the GUI.
cnn cnn-classification cnn-keras cnn-model convolutional-neural-networks customtkinter digit-recognition-mnist digit-recognizer kannada kannada-digit kannada-mnist keras keras-classification-models keras-neural-networks mnist mnist-classification opencv tensorflow tensorflow2 tkinter
Last synced: 04 Apr 2025
https://github.com/royalbhati/keras-imageclassification
Image classification using keras with tensorflow as backend
cnn-keras computer-vision computervision keras keras-classification-models keras-examples keras-image-classifier keras-neural-networks keras-tensorflow keras-tutorials python python3
Last synced: 16 Mar 2025
https://github.com/thelastframe/capsule-network-keras
A Capsule Network implementation in pure Keras running on Tensorflow 2.0
ai image-classification image-recognition keras keras-classification-models keras-implementations keras-models keras-neural-networks keras-tensorflow machine-learning-algorithms python tensorflow tensorflow-models tensorflow2
Last synced: 20 Jan 2025
https://github.com/sergio11/disasters_prediction
🚨 Classifying disaster-related tweets using deep learning 🤖 to identify real vs. fake news during crises 🌍. 🔍 NLP techniques help clean and preprocess data for accurate predictions 📊.
deep-learning keras-classification-models keras-neural-networks keras-tensorflow neural-network neural-networks tensorflow2
Last synced: 06 May 2025
https://github.com/sergio11/iot_network_malware_classifier
🛡️ The IoT Network Malware Classifier 🚀 is an advanced solution tackling security concerns in IoT, employing deep learning for precise malware detection in network traffic.
deep-learning iot iot-security keras-classification-models keras-neural-networks keras-tensorflow neural-networks tensorflow2
Last synced: 14 Dec 2024
https://github.com/nikhilcodes/pneumonia-detection-kaggle-solution
Keras implementation for Binary classification problem (Detects Pneumonia by taking X-Ray images of patient chest).
binary-classification convolutional-neural-networks deep-learning kaggle kaggle-pneumonia-dataset kaggle-solution keras keras-classification-models machine-learning pneumonia-detection pneumonia-detector python tensorflow
Last synced: 04 Apr 2025
https://github.com/jillmpla/thesis_recurrent_neural_nets
Predicting solar flares with simple RNNs, LSTMs and GRUs.
gru-neural-networks keras-classification-models lstm-neural-network neural-networks recurrent-neural-network simplernns solar-flare space-weather
Last synced: 03 Mar 2025
https://github.com/cmac-ire/machine-learning-app
An intuitive and user-friendly web application developed using Python to classify X-ray images and identify if they indicate the presence of pneumonia.
ai algorithm artificial-intelligence artificial-neural-networks cnn-keras convolutional-neural-networks covid-19 keras-classification-models machine-learning neural-network tensorflow
Last synced: 24 Feb 2025
https://github.com/wesleyscholl/machine-learning-projects
Machine learning projects completed for the Machine Learning with Python Certification
colab-notebook keras keras-classification-models keras-models keras-neural-networks keras-tensorflow machine-learning tensorflow
Last synced: 09 Mar 2025
https://github.com/sreeeswaran/handwritten-digit-classification
This project implements a Convolutional Neural Network (CNN) to classify handwritten digits from the MNIST dataset. The model is built using TensorFlow and Keras.
classification-model cnn cnn-classification cnn-keras deep-learning handwritten-digit-recognition handwritten-text-recognition keras keras-classification-models keras-models keras-tensorflow mnist mnist-classification mnist-dataset mnist-handwriting-recognition tensorflow
Last synced: 07 Apr 2025
https://github.com/pythonista7/sign_language_digit_recognition
A simple CNN-classifier designed on keras to recognize Sign Language Digits.
2018 cnn-keras imageclassification keras-classification-models notebook-jupyter signlanguage
Last synced: 01 Apr 2025
https://github.com/followthefourleafedclover/sneaker-classification-model
This a Sneaker Classification Model built using tensorflow keras
ai image-classification keras-classification-models keras-tensorflow price-prediction python sneakers tensorflow
Last synced: 02 Mar 2025
https://github.com/george-nyamao/keras_mnist_inference
A simple Keras CNN model using the MNIST handwriting with highly accurate predictions
cnn keras-classification-models mnist-handwriting-recognition
Last synced: 27 Mar 2025
https://github.com/en10/transfer-learning
Concise Example of Transfer Learning in Keras & TensorFlow 2.0
keras keras-classification-models tensorflow tensorflow-examples tensorflow2 transfer-learning
Last synced: 17 Jun 2025
https://github.com/am-ankitgit/complete-deep-learning-algorithms
deep-learning machine-learning
artificial-intelligence backprogation cnn-lstm cnn-model cnn-text-classification deep-learning deep-neural-networks forward-propagation keras-classification-models keras-tensorflow keras-tuner lstm-neural-networks pretrained-language-model pretrained-models python rnn-tensorflow tensorflow tensorflow2
Last synced: 20 Jun 2025
https://github.com/githongo/icsprojectii
ICS 4101: Informatics and Computer Science Project II
bootstrap-4 django-framework keras-classification-models mysql-database tweepy-api
Last synced: 24 Feb 2025
https://github.com/rufilboss/image_classifier
Image Classifier using CIFAR-10 and TensorFlow/Keras
image-classification kera keras-classification-models open-source opencv python tensorflow
Last synced: 05 Apr 2025
https://github.com/magnus0969/multi-class-classification
This repository contains a comprehensive implementation of a multi-class classification model, leveraging various machine learning algorithms to classify data into multiple categories. The project includes data preprocessing, model training, evaluation, and performance metrics to assess the effectiveness of different classification techniques.
classification cnn-classification keras-classification-models multiclass-classification python
Last synced: 04 Mar 2025
https://github.com/abhibisht89/keras_practice
Neural Networks using Keras (with Image recognition case study)
keras keras-classification-models keras-neural-networks keras-tensorflow mnist-dataset pycharm-ide tensorboard-visualizations
Last synced: 05 Mar 2025
https://github.com/asirwad/irisflowerclassifier-dnnclassifier
🌺 🌸This project uses TensorFlow's DNNClassifier to classify the famous Iris flower dataset 🌼. Train a deep neural network 🧠 to distinguish between different species and explore the beauty of machine learning 🌿🌺🌼
data-science keras-classification-models machine-learning pandas tensorflow
Last synced: 14 Mar 2025
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: 07 Apr 2025
https://github.com/techshot25/malaria-detector
Malaria Detection Using Convolutional Neural Networks
convolutional-neural-networks healthcare image-classification keras-classification-models machine-learning
Last synced: 25 Feb 2025
https://github.com/micahondiwa/predicting_returns_with_neural_networks
The project looks at the predicting monthly returns on the Dow Jones (DJI) Futures.
keras keras-classification-models keras-neural-networks keras-tensorflow layers tensorflow tensorflow2
Last synced: 20 Feb 2025
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: 14 Mar 2025
https://github.com/sspathak/eye-mouse
Control your PC's mouse by just looking at the screen!
artificial-intelligence computer-vision cv2 eye-mouse gaze-tracking keras keras-classification-models keras-implementations keras-models machine-learning matplotlib numpy python python3
Last synced: 07 May 2025
https://github.com/haozhe-py/tensorai
An Image Recognition AI tool, which is use to show the number on a picture. (0~9 only) TEST Accuracy: 0.97
artificial-intelligence convolution convolutional-neural-network convolutional-neural-networks image-classification image-processing image-recognition keras keras-classification-models keras-models keras-tensorflow neural-network neural-networks python python-3 python3 tensorflow2
Last synced: 15 Mar 2025
https://github.com/patelvivekdev/hello-world-of-neural-network
Hello world of neural-net
deep-learning hello-world-neural-network keras-classification-models tensorflow2
Last synced: 29 Mar 2025
https://github.com/aljonny/worksamples_datascience
Machine Learning topics and code examples from coursework
ipython-notebook keras-classification-models multivariate-regression neural-network python r-markdown r-programming time-series-forecasting univariate-regressions
Last synced: 01 Mar 2025
https://github.com/ayberkgezer/retina-damage-detection-oct-images
Retina OCT Images Different Model Train
cnn cnn-classification image-classification keras keras-classification-models keras-neural-networks keras-tensorflow python resnet resnet50v2 tensorflow vgg16 vgg19 xception
Last synced: 08 Apr 2025
https://github.com/hayatiyrtgl/ml_divorce_classification-with-5-models
The code performs data preprocessing, machine learning model training, evaluation, and model saving for a binary classification problem on the divorce dataset.
anket binary-classification classification keras keras-classification-models keras-neural-networks keras-tensorflow machine-learning machine-learning-algorithms machinelearning-python python pythonmachinelearning scikit-learn scikitlearn-machine-learning
Last synced: 08 Apr 2025
https://github.com/samiyaalizaidi/image-classification-with-rpi
This repository contains all the files for the computer vision based final project of the Neural Networks and Machine Learning class.
classification computer-vision convolutional-neural-networks deep-learning keras-classification-models neural-networks python3 raspberry-pi-4
Last synced: 19 Feb 2025
https://github.com/pavansomisetty21/image-classification-using-keras-pretrained-models
we classify the images with keras pre trained models like vgg 16 model ,Resnet-50 model and inception-v3 model
image-classification inception-v3 keras keras-classification-models keras-neural-networks keras-tensorflow keras-tutorials pretrained-models resnet-50 restnet50 vgg16
Last synced: 27 Feb 2025
https://github.com/artzaragozagithub/nn--predicting_customers_likely_to_abandon_bank_services
Analyze the customer data, build a neural network to help the operations team identify the customers that are more likely to churn, and provide recommendations on how to retain such customers
eda keras-classification-models matplotlib-library nn numpy-library pandas-library regularization-methods seaborn-library tensorflow
Last synced: 20 Feb 2025
https://github.com/en10/kerasapplications
Using Keras models for image classification.
keras keras-classification-models keras-models keras-neural-networks
Last synced: 27 Mar 2025
https://github.com/aleksanderveriksen/image_classification_resnet50
Image classification of concrete cracks using the pre-trained ResNet50 model
keras-classification-models python resnet50
Last synced: 09 Apr 2025
https://github.com/tanush-g/brain
This project aims to classify brain MRI images into four categories: Glioma, Meningioma, No tumor, and Pituitary tumor. It utilizes TensorFlow to build and train a convolutional neural network (CNN) for the task.
ai brain-imaging brain-tumor-classification brain-tumor-segmentation deep-learning deeplearning jupyter jupyter-notebook keras keras-classification-models keras-models keras-tensorflow machine-learning machinelearning neural-network neural-networks python tensorflow
Last synced: 01 Mar 2025
