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Keras

Keras is an open source, cross platform, and user friendly neural network library written in Python. It is capable of running on top of TensorFlow, Microsoft Cognitive Toolkit, R, Theano, and PlaidML.

https://github.com/kmedian/keras-layernorm-rnn

RNNs with layer normalization; Prep package for tensorflow/addons, see v0.8.2, and commit https://github.com/tensorflow/addons/commit/cdb43ffd7e4b89d6ce8cdadcd62fec46c7f0f7fa

keras layer-normalization recurrent-neural-network rnn rnn-keras rnn-tensorflow simplernn tensorflow

Last synced: 15 Jan 2025

https://github.com/ziobrowskipiotr/dog_breed_detection_model

This project focuses on fine-tuning the YOLOv8n model for detecting and classifying 120 different dog breeds using a custom dataset.

keras object-detection opencv pytorch tensorflow yolo

Last synced: 11 Jan 2025

https://github.com/mustafahakkoz/alzheimer-contest

Submission for drivendata 3D-MRI video contest

cnn computer-vision keras medical-image-processing opencv

Last synced: 28 Jan 2025

https://github.com/aakanksha1406/image-captioning

predicts the captions for the input image

cnn-model keras lstm matplotlib nltk python tensorflow

Last synced: 28 Dec 2024

https://github.com/frostbyte012/computer-vision-project-ay-2024

This project presents a real-time face emotion detection system implemented as a full-stack desktop application. The system integrates deep learning techniques to accurately classify human emotions, including happiness, sadness, anger, surprise, disgust, fear, and neutral expressions, from live video streams or camera inputs. Download apk file :-

android android-app computer-vision deep-learning java keras mlkit opencv tensorflow tensorflow-lite

Last synced: 13 Jan 2025

https://github.com/uea-geral/rna-garbage-classification

🗑Domestic Garbage Classification built in Python and Keras

cnn garbage-classification jupyter keras python

Last synced: 11 Oct 2024

https://github.com/kentaroy47/deepsort.keras

DeepSort implemented in Keras.

deepsort keras

Last synced: 27 Jan 2025

https://github.com/adityajn105/automatic-kinship-detection

This is a kaggle Challenge. Given a pair of images of 2 faces we have to determine whether they are related or not. Here I have used a Siamese network over VGG-facenet to tackle this problem.

facenet-model kaggle-competition keras kinship siamese-network

Last synced: 16 Jan 2025

https://github.com/adityajn105/fun-with-lstms-rnns

A repository demonstrating different examples of LSTM.

gru keras lstm simplernn tesnorflow text-generation

Last synced: 16 Jan 2025

https://github.com/gallo13/pattern-rec-neural-networks-image-classification_2

Image Classification with Convolutional Neural Networks: Imablance, Performance Evaluation, Ensembling (Final 2)

cnn convolutional-neural-networks ensemble-machine-learning image-classification image-processing jupyter-notebook keras tensorflow

Last synced: 26 Jan 2025

https://github.com/vermavinay982/age-gender-classifier-vggface

Age prediction by classification instead of regression to find age specific features. Trained on 22k images scraped from Wikipedia.

computer-vision deep-learning keras machine-learning

Last synced: 17 Dec 2024

https://github.com/kr1shnasomani/greendetect

Detection of plant diseases using CNN (ResNet50 architecture)

computer-vision deep-learning keras neural-network numpy opencv pandas scikit-learn seaborn tensorflow

Last synced: 19 Dec 2024

https://github.com/ryantusi/chatbots

(under development) Welcome to the Chatbots Repository! These chatbots were developed as part of the "Build a Chatbot with Python Skill Path" course from Codecademy, covering three types of chatbots: rule-based chatbot, retrieval-based chatbot, and generative chatbot.

artificial-intelligence chatbot deep-learning generative-ai keras lstm machine-learning natural-language-processing python tensorflow

Last synced: 20 Jan 2025

https://github.com/bredalis/keras

🌟The use of Keras in DL 🌟

ia keras librery ml models python tensorflow

Last synced: 14 Jan 2025

https://github.com/chrdek/colab_varioustf

Several tensorflow colab notebooks that I found from various sources

image-classification keras keras-neural-networks tensorflow tensorflow-examples tensorflow-tutorials

Last synced: 21 Dec 2024

https://github.com/ahmedheakl/brain_tumor_classification

Classifying Brain tumor images using Keras and Open CV.

keras python tensorflow

Last synced: 13 Jan 2025

https://github.com/nixhantb/onsite-health-diagnostic-ohd

The project aids users to predict the Diseases such as cancer, pneumonia , Heart failure etc in web application. Please use the website link mentioned below.

brain-tumor-classification deep-learning diabetes-prediction disease disease-modeling disease-prediction healthcare heart-failure-prediction keras machine-learning malaria-detection pandemic pneumonia-detection project

Last synced: 14 Jan 2025

https://github.com/geo-tp/image-ocr

Continuity of keras-ocr to work with the latest versions of python. A packaged and flexible version of the CRAFT text detector and Keras CRNN recognition model.

ai character image keras ocr recognition

Last synced: 20 Jan 2025

https://github.com/keppel/nfer

the easiest way to deploy a keras model

keras

Last synced: 18 Dec 2024

https://github.com/jp1016/imagecnn

Detect Clothings using TensorFlow

clothing keras keras-tensorflow machine-learning python tensorflow

Last synced: 03 Jan 2025

https://github.com/dimasmiftah/ml-beginner

Collection of some basic ML model example. These are all part of the exercise and submission in the "Belajar Machine Learning Untuk Pemula" class provided by Dicoding.

colab-notebook keras machine-learning sklearn tensorflow

Last synced: 16 Jan 2025

https://github.com/machphy/youtube_sentiment_analysis_api

analyzes sentiment in YouTube video comments using the YouTube Data API and a pre-trained model. It fetches comments, performs sentiment analysis, and visualizes the results on a web interface.

api flask gcp jinja2 keras matplotlib python requests tensorflow

Last synced: 13 Jan 2025

https://github.com/dineshpinto/ml-droplet-recognition

Neural network for micro-fluidic droplet LLPS recognition

biology deep-learning keras machine-learning neural-network tensorflow

Last synced: 04 Feb 2025

https://github.com/furk4nbulut/veri-bilimi-ve-makine-ogrenmesi

This repository showcases the process and insights I have gained in the fields of data science and machine learning.

data-science keras machine-learning numpy pandas python tensorflow

Last synced: 10 Jan 2025

https://github.com/sefakcmn00/tensorflow_car_price_analysis

In this project, after extracting the data sets as csv, we tried to represent the car prices graphically and schematically by using data analysis and data visualization methods. We checked the connection of the car prices we analyzed with other data, then we created a 4-layer and 12-neuron system.

data datatrain keras machine-learning matplotlib-pyplot pandas seaborn sklearn tensorflow

Last synced: 13 Jan 2025

https://github.com/arrrsunny/blockyai

This is the educational project that allow user to build up their own AI model with various blocks:

ai blocks keras python3 tensorflow

Last synced: 21 Dec 2024

https://github.com/sayamalt/face-mask-detection

Successfully trained a deep learning model using CNN which can predict to a great level of accuracy whether a given person is wearing a mask or not.

computer-vision convolutional-neural-networks face-mask-detection keras opencv tensorflow

Last synced: 28 Dec 2024

https://github.com/techeng322/alphagozero

Unofficial attempt to rebuild AlphaGo Zero

alphago-zero keras tensorflow

Last synced: 28 Dec 2024

https://github.com/yashk2810/cifar-10

Applying CNN on CIFAR-10

cifar10 convolutional-neural-networks keras

Last synced: 17 Dec 2024

https://github.com/abhibisht89/stackoverflow_post_auto_tag

Intro to text classification with Keras: automatically tagging Stack Overflow posts

deep keras learning python

Last synced: 16 Jan 2025

https://github.com/fardinhash/neuralnetwork-architechtures-implementation

Many Neural Network architectures are there. Basically Keras applications. You can find here the structures, implementations all you need. Have fun!

cnn convolutional-neural-networks deep-learning keras keras-application keras-neural-networks machine-learning neural-network neural-network-architectures neuralnetwork nn

Last synced: 14 Jan 2025

https://github.com/tanyachutani/wandb-tensorflow2.x

Exploring weights and biases platform for model reproducibility

classification keras mlops reproducibility tensorflow2 tf2 wandb weights-and-biases

Last synced: 10 Jan 2025

https://github.com/kamakshi4023/brain-tumour-detection

ML based project which uses various techniques to build a hybrid model for identifying brain tumour in MRI images

jupyter-notebook keras machine-learning ml numpy python seaborn sklearn sklearn-metrics tensorflow

Last synced: 09 Oct 2024

https://github.com/aromoh/sentiment-analysis-cnn

Project developed in Python 3.5 making use of Keras library (using TensorFlow as backend) to make a model capable of predicting sentiment polarity associated with Spanish tweets.

analisis-sentimiento cnn keras keras-language-modeling keras-tensorflow nlp sentiment-analysis sentimental-analysis

Last synced: 03 Feb 2025

https://github.com/vermavinay982/autoencoder-super-resolution

Experiment to enhance image resolutions without GANs by using autoencoder. Input being a small image.

autoencoder deep-learning keras resolution

Last synced: 17 Dec 2024

https://github.com/florianwoelki/mnist_fashion_cnn

This is a classification problem based on the mnist fashion dataset. I've used a CNN to classify the images.

classifier cnn fashion keras mnist numpy pandas tensorflow

Last synced: 27 Jan 2025

https://github.com/g-eoj/cv-tl-keras

Use the cross validation functions from scikit-learn to evaluate image classification transfer learning with Keras models.

cross-validation keras numpy scikit-learn transfer-learning

Last synced: 21 Jan 2025

https://github.com/samuelastech/image-classification

Create classes with Python, Tensorflow, and Keras to recognize the images you want

jupyter-notebook keras keras-models python tensorflow

Last synced: 20 Jan 2025

https://github.com/fuzailpalnak/ml_training

CNN Semantic SegmentationTraining Keras

keras semantic-segmentation

Last synced: 16 Jan 2025

https://github.com/capellax02/face-age-expression-detector

My first AI project for estimating age and recognizing facial expressions. UTKFace and FER-2013 datasets were used as well as some popular Python libraries like OpenCV, TensorFlow, and Keras.

ai fer-2013 keras tensorflow utkface

Last synced: 26 Jan 2025

https://github.com/marcelo-earth/fashionitem-classifier

👚⚙️ A fashion-item classifier developed with TensorFlow 2.0.0

keras neural-networks python tensorflow2

Last synced: 22 Jan 2025

https://github.com/ashad001/climate-gemma

Fine-tune the Gemma2B language model on a climate-related question-answer dataset to improve its domain-specific knowledge using LoRA (Low Rank Adaptation).

climate fine-tuning gemma-2b keras keras-nlp llm lora machinelearning nlp question-answering

Last synced: 08 Jan 2025

https://github.com/ivanch/autoseg-testing

Semi-Automatic testing data augmentation techniques for SegNet.

data-augmentation data-augmented-autoencoders keras segnet

Last synced: 05 Jan 2025

https://github.com/justindavies/cocoonaks

Demo for Edinburgh OSS Summit

aks azure demo keras kubernetes tensorflow virtual-kublet

Last synced: 03 Feb 2025

https://github.com/abhinavsharma07/hand_gesture_recognition-deep_learning

The objective of this project is to recognize hand gestures using state-of-the-art neural networks.

cnn deep-learning keras lstm modelevaluation recurrent-neural-networks rnn tensorflow

Last synced: 21 Dec 2024

https://github.com/vermavinay982/autoencoder-image-denoising

Random Noise removal from image, It can be used to enhance CCTV or photographs having Distortion, ISO Noise.

anomaly-detection deep-learning keras machine-learning tensorflow

Last synced: 17 Dec 2024

https://github.com/raghavendranhp/credit_card_fraud_detection

This repository contains code for a credit card fraud detection model using autoencoders and logistic regression, achieving 95.3% accuracy.

anomaly-detection autoencoder-neural-network credit-card-fraud data keras logistic-regression machine-learning preprocessing tensorflow

Last synced: 07 Jan 2025

https://github.com/tianxiaomo/keras_detection

Keras implementation of detection model.

cv detection keras

Last synced: 14 Jan 2025

https://github.com/ravindramohith/find_me_out

Face recognition system using a Convolutional Neural Network (CNN) with TensorFlow and OpenCV

convolutional-neural-networks deep-learning face-recognition keras machine-learning opencv tensorflow

Last synced: 21 Dec 2024

https://github.com/konyd/deepqlearning-cartpole

This repository implements a Deep Q-Learning algorithm to train an agent to balance a pole on a cart using the CartPole-v1 environment from Gymnasium. The project includes a TensorFlow-based neural network, epsilon-greedy exploration, experience replay, and visualization of the trained agent's performance.

deep-learning deepq-learning gymnasium keras python tensorflow

Last synced: 26 Jan 2025

https://github.com/vermavinay982/feature-map-visualizer-grad-ascent

What a neural network captures? The filter and feature-maps can be visualized with any image to test with.

cnn deep deep-learning dl feature filter keras maps neural-network opencv python tensorflow

Last synced: 17 Dec 2024

https://github.com/meetptl04/imagestyletranfer

This project demonstrates how to apply neural style transfer using TensorFlow and a pre-trained VGG19 model. The goal is to combine the content of one image with the style of another to create a stylized image. The repository includes code for image processing, loss computation, style transfer, and visualization

image-processing jupyter-notebook keras matplotlib tenserflow

Last synced: 21 Dec 2024

https://github.com/aman5319/birdsclassification

This repo replicates all the techniques used in building a classifier in Fastai to keras. From preparing Dataset to getting state of the art result

createdataset fastai fastaitokeras keras

Last synced: 03 Feb 2025

https://github.com/snehilsanyal/traffic_sign_detection_gtsrb

Notebook and model for German Traffic Sign Recognition Benchmark (GTSRB) Dataset. The notebook contains an extensive EDA for the dataset and trains a CNN classifier on the benchmark.

cnn computer-vision deep-learning gtsrb keras traffic-sign-detection

Last synced: 04 Feb 2025

https://github.com/paulfitz/keras_cli

keras cli

cli command-line keras

Last synced: 21 Dec 2024

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/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/nazanin1369/keras-transfer-learning

VGG, RasNet and Inception architectures transfer learning

keras rasnet transfer-learning vggnet

Last synced: 10 Nov 2024

https://github.com/sminerport/imdbsentimentclassifier

A sentiment analysis model trained on the IMDb Movie Reviews Dataset to classify reviews as positive or negative. This project uses a Bidirectional LSTM with GloVe embeddings, batch normalization, and regularization to improve accuracy and generalization. Includes data preprocessing, model training, and evaluation.

bidirectional-lstm deep-learnning git-lfs glove imdb-dataset keras lstm machine-learning movie-review-app natural-language-processing nlp opinion-mining python sentimental-analysis tensorflow text-classification

Last synced: 04 Jan 2025

https://github.com/easonlai/correctly_face_masked_recognition

This is a code sample repository for using Convolutional Neural Network (CNN) to build an image classification model to recognition people are correctly wearing the face mask or not.

cnn cnn-classification cnn-keras face-mask face-mask-classification face-mask-detection face-masks keras keras-tensorflow python python3 tensorflow tensorflow2

Last synced: 08 Jan 2025

https://github.com/zrkhadija/yoga-pose-recognition-using-cnns

This project employs deep learning techniques to classify yoga poses from images. Using CNNs, the model predicts the pose name for each input image, leveraging techniques like data augmentation and k-fold cross-validation to enhance performance and reliability.

cnn data-augmentation deep-learning evaluation keras tenserflow

Last synced: 02 Feb 2025

https://github.com/vachanvy/detr

Simplifying Object detection. DEtection TRansformer (DETR) in JAX. (To be Tested)

computer-vision deep-learning detr jax keras keras-jax neural-network object-detection transformer

Last synced: 26 Dec 2024

https://github.com/frostbyte012/apni_mitra

A Deep Learning Model that instantly recognizes your emotions and mental health using deep learning neural network libraries and suggests whether a person is annoyed, happy, neutral, depressed, and sad and suggests whether necessary steps should be taken to help them or not.

keras keras-tensorflow opencv-python python tensorflow tensorflow-examples tensorflow2

Last synced: 21 Dec 2024

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/dpinthinker/lightning_talk_2017

This is the keynotes and demo notebook for GDG Festival 2017 Beijing Lightning Talk

keras tesorflow textclassification

Last synced: 27 Jan 2025

https://github.com/nrubin29/3d-or-not

Determine if the object in a given image is 3D printed or not.

classifier keras keras-js react

Last synced: 20 Jan 2025

https://github.com/summergift/embedded-ml

Machine Learning on Embedded Platform.

embedded keras machine-learning

Last synced: 16 Jan 2025

https://github.com/yinguobing/efficientdet-runner

执行EfficientDet模型推演的最小代码模块

efficientdet keras tensorflow

Last synced: 14 Nov 2024

https://github.com/shibam120302/plant_deseases_prediction

Plant disease forecasting is a management system used to predict the occurrence or change in severity of plant diseases. At the field scale, these systems are used by growers to make economic decisions about disease treatments for control.

keras numpy opencv python

Last synced: 21 Jan 2025

https://github.com/ruban2205/face-mask-detector

This repository contains code and resources for a real-time face mask detection system using deep learning techniques. The system can identify whether a person is wearing a face mask or not, making it useful for applications in public safety, healthcare, and security.

face-detection keras machine-learning python-programming tensorflow

Last synced: 22 Jan 2025

https://github.com/michael1ding/melanoma-camera-classification

Use custom built and converted hdf5 -> tflite model to classify skin lesion malignity with camera engine built into app.

android-studio image-classification keras kotlin-android melanoma-detection tensorflow

Last synced: 01 Feb 2025

https://github.com/michael1ding/siim-melanoma-classification

Kaggle machine learning competition classifying lesions as benign or malignant melanomas.

convolutional-neural-networks keras python siim-melanoma-classification

Last synced: 01 Feb 2025

Keras Awesome Lists
CV-pretrained-model 103 awesome-tensorlayer 51 Awesome-Tensorflow2 105 awesome-keras 46 TensorFlow-Guide 819
Keras Categories
Model 💛💛💛💛💛<a name="Model" /> 54 Reinforcement Learning Learning Resources 43 Distributed Computing Tools, Libraries, and Frameworks 39 C/C++ Learning Resources 34 Other 💛💛💛💛💛<a name="Other" /> 32 JavaScript Tools, Libraries, and Frameworks 29 NLP Tools, Libraries, and Frameworks 25 C/C++ Tools and Frameworks 25 Model Deployment library 24 R Tools, Libraries, and Frameworks 21 Python Frameworks and Tools 21 Projects 💛💛💛💛💛<a name="Projects" /> 20 Computer Vision Tools, Libraries, and Frameworks 20 Swift Tools and Frameworks 20 Distributed Computing Learning Resources 18 NLP Learning Resources 18 Python Learning Resources 18 MATLAB Learning Resources 16 Computer Vision Learning Resources 16 Swift Learning Resources 16