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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/p4ul-m/image-classificator

Image Classificator is a web application that allows users to upload images and classify them using pre-trained models. All services are totally independant and can run on different place.

express grpc image-classification keras machine-learning python react tensorflow

Last synced: 04 Jan 2025

https://github.com/igelbox/lamarr

Quadrupeds learn to conquer mankind

3d-printing keras machine-learning pybullet quadruped

Last synced: 17 Jan 2025

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: 09 Dec 2024

https://github.com/manik2000/deep-learning-portfolio

Portfolio of deep learning projects

cnn deep-learning gan keras pytorch

Last synced: 30 Jan 2025

https://github.com/andr3w03/chicago-weather-time-series

Machine Learning Development - Chicago Weather Time Series

dicoding keras lstm machine-learning mae python tensorflow time-series

Last synced: 29 Jan 2025

https://github.com/ophoperhpo/dcgan-lentach-logo-generator

The Lentach logo generator. #MachineLearningFun

cuda dcgan dcgan-tensorflow keras lentach machinelearning ml

Last synced: 04 Jan 2025

https://github.com/mstazherova/im-cyclegan

🤓 Applying cycle-consistent adversarial networks to the face attribute manipulation problem.

computer-vision cyclegan gan image-translation keras tensorflow

Last synced: 15 Dec 2024

https://github.com/shashvatshah9/eeg_image_recall

Classifying image recall on user's EEG data who performed forced choice memory test on Country flag images.

eeg keras lstm python3

Last synced: 10 Jan 2025

https://github.com/fanhuaandluomu/imageclassification

原文:http://blog.keras.io/building-powerful-image-classification-models-using-very-little-data.html

image-classification keras

Last synced: 11 Jan 2025

https://github.com/ivanmrsulja/flower-classification-inceptionv3

Flower classification model that classifies flowers in 10 classes made using transfer learning (~85% accuracy).

inception-v3 inceptionv3 keras transfer-learning

Last synced: 03 Dec 2024

https://github.com/pvlbzn/deep-sentiment

Sentiment analysis (binary classification) of IMDB reviews using deep learning

deep-learning keras sentiment-classification tensorflow

Last synced: 11 Jan 2025

https://github.com/martincastroalvarez/keras-nltk-topic-modeling

Implementation of a Neural Network to classify text with Python and Keras

keras matplotlib neural-network python3 reuters text-classification

Last synced: 22 Dec 2024

https://github.com/sneha1012/multimodal-chest-x-ray-image-generation-using-conditional-gans

This repository presents a sophisticated Conditional Generative Adversarial Network (cGAN) designed to synthesize chest X-ray images, representative of six distinct medical conditions. The overarching ambition is to harness these synthetic images to augment authentic datasets.

deep-learning generative-adversarial-network keras medical-imaging tensorflow

Last synced: 29 Jan 2025

https://github.com/manikantasanjay/covid_xray_detector_flask_app

A simple flask app for detecting covid-19 from chest x-ray images.

deep-learning flask h5py keras machine-learning python

Last synced: 22 Dec 2024

https://github.com/manikantasanjay/indian_number_plate_character_recognition

Character Recognition of Indian Number Plates Using Deep Learning Model Architecture(CNN).

computer-vision deep-learning image-processing keras machine-learning opencv tensorflow

Last synced: 22 Dec 2024

https://github.com/chen0040/keras-object-detection-web-api

A simple wrapper over keras object detection libraries and provide web api using flask

flask keras object-detection yolo

Last synced: 16 Dec 2024

https://github.com/tharindanimnajith/deep-learning-spam-detection

Deep Learning classifiers to detect spam SMS messages - LSTM Model, DenseNet CNN Models - NLP, Python, Jupyter Notebook, Tensorflow, Keras, Numpy, Pandas, Matplotlib, Scikit-Learn

deep-learning densenet keras lstm nlp python3 scikit-learn tensorflow

Last synced: 25 Jan 2025

https://github.com/rezaafaisal/shrimp-detection

By applying object detection techniques using EfficientDet, this model can detect and count the number of shrimp on an image.

efficientdet keras object-detection opencv python tensorflow

Last synced: 24 Dec 2024

https://github.com/khanhlvg/digitclassifier

A end-to-end demo of how to build train a digit classifier using TensorFlow 2.0 (Keras API), then convert the model to TensorFlow Lite, and run inference on mobile apps

computer-vision keras tensorflow

Last synced: 16 Dec 2024

https://github.com/souris-dev/neural-style-transfer

Neural style transfer implementation in keras using the method proposed by Johnson et al., and using the method by Gatys et al.

deep-learning keras neural-network style-transfer

Last synced: 23 Jan 2025

https://github.com/schefflera-arboricola/virtual-ta

Hackathon Project 2023 : Captures the facial expressions of a learner watching online lectures and gives real time feedback/prompts, with a chat-gpt window incorporated.

beginner-project chatgpt-api cnn cnn-model computer-vision cv2 deep-face education facial-expression-recognition flask flask-application hackathon-project keras sklearn wip

Last synced: 25 Jan 2025

https://github.com/abdelhakim-gh/datamining_project_income_prediction

Predicting income level based on the individual’s personal information

data-mining data-preprocessing data-science data-visualization keras neural-network sklearn

Last synced: 23 Jan 2025

https://github.com/abhiramdodda/skindiseasedetection

Skin diseases can be detected and classified through Deep Learning techniques. In this project Deep CNN network is built on top of EfficientNetB3 for image classification.

cnn efficientnetb3 image-classification image-processing keras matplotlib python3 sampling-methods tensorflow

Last synced: 12 Jan 2025

https://github.com/dataxujing/retinanet-keras

:pencil2::pencil2::pencil2: RetinaNet目标检测模型训练和推断

cv deeplearning keras object-detection python3 retinanet

Last synced: 17 Dec 2024

https://github.com/sadmansakib93/petals-to-the-metal-flower-classification-kaggle

This notebook is the solution for Kaggle's Petals to the Metal - Flower Classification on TPU challenge: https://www.kaggle.com/c/tpu-getting-started

artificial-intelligence classification deep-learning deep-neural-networks densenet flower-classification kaggle kaggle-competition kaggle-petals keras keras-neural-networks notebook tpu-challenge transfer-learning

Last synced: 12 Jan 2025

https://github.com/abhiramdodda/eye_disease_oct

Eye diseases can be detected using Retinal Optical Coherence Tomography(OCT). The project aims at building CNN on Retinal OCT images dataset.

keras keras-neural-networks sklearn streamlit vgg16

Last synced: 12 Jan 2025

https://github.com/prem07a/dog_cat

Build and train a deep learning model to classify cat and dog images, with model performance analysis.

cnn deep-learning dog-cat-classification keras python3 streamlit-webapp tensorflow

Last synced: 11 Dec 2024

https://github.com/usamafayaz/machinelearning

This repository contains exercises developed during a one-month training workshop on machine learning, image processing, and natural language processing. The workshop, covered various topics including cv2 for image processing, Flask for web development, and deep learning techniques using Keras with datasets such as MNIST, Reuters, and IMDB.

artificial-intelligence convolutional-neural-networks cv2 flask image-processing keras machine matplotlib video-processing

Last synced: 12 Jan 2025

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: 09 Dec 2024

https://github.com/chen0040/pydl-hands-on

Hands-on experiments on the various deep learning framework

hands-on-lab keras theano

Last synced: 16 Dec 2024

https://github.com/awrsha/nndl-course-university-of-tehran

This repository contains materials for the "Neural Networks and Deep Learning" course taught by Ahmad Kalhor at the University of Tehran in Spring 2023.

convolutional-neural-networks deep-generative-models fully-connected-neural-network keras pytorch recurrent-neural-networks region-based-cnns tensorflow transformers

Last synced: 12 Jan 2025

https://github.com/abhaskumarsinha/corpus2gpt

Corpus2GPT: A project enabling users to train their own GPT models on diverse datasets, including local languages and various corpus types, using Keras and compatible with TensorFlow, PyTorch, or JAX backends for subsequent storage or sharing.

attention-mechanism jax keras large-language-models llm llm-inference llm-training python3 pytorch tensorflow

Last synced: 21 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/bertuginal/face-mask-detection

Real-time face mask detection with opencv, keras/tensorflow

deep-learning keras machine-learning opencv python tensorflow

Last synced: 27 Dec 2024

https://github.com/somjit101/human-activity-recognition

This project is to build a model that predicts the human activities such as Walking, Walking Upstairs, Walking Downstairs, Sitting, Standing or Laying using readings from the sensors on a smartphone carried by the user.

decision-tree-classifier eda feature-engineering gradient-boosting-classifier grid-search human-activity-recognition keras logistic-regression lstm random-forest-classifier rbf-kernel scikit-learn seaborn-plots signal-processing support-vector-classifier support-vector-machine t-sne tensorflow uci-har-dataset uci-machine-learning

Last synced: 16 Jan 2025

https://github.com/prakharjadaun/opinion-classification-of-imdb-moview-reviews

Performed text categorization on 50K IMDB movie reviews using LSTM and GRU

gru-neural-networks keras lstm sentiment-analysis

Last synced: 18 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/360macky/fashionitem-classifier

👚⚙️ A fashion-item classifier developed with TensorFlow 2.0.0

keras neural-networks python tensorflow2

Last synced: 07 Oct 2024

https://github.com/hamidzr/next-block-prediction

Next block prediction in the block base visual programming environment, NetsBlox

keras rnn tensorflow word2vec

Last synced: 21 Jan 2025

https://github.com/choidae1/machine-deeplearing-study

Repo for learning 「혼자 공부하는 머신러닝+딥러닝」(한빛 미디어)

colab keras python tensorflow tensorflow-tutorials

Last synced: 21 Dec 2024

https://github.com/thomasthaddeus/ai-ml-project

This repository is dedicated to building a computer vision model, primarily focused on detecting potholes. The model is trained on a variety of datasets and is designed to assist urban municipalities in improving road maintenance and repair procedures.

ai keras machine-learning preprocessing python tensorflow

Last synced: 22 Jan 2025

https://github.com/metriccoders/metriccoders_indic_models

This is the Metric Coders Model Hub that contains the fastest growing indic ML models.

keras machine-learning nlp sentiment-analysis sklearn tensorflow

Last synced: 22 Jan 2025

https://github.com/shettysach/handwriting-calculator

A calculator that uses handwritten digits and operators to calculate the result, using contour detection and CNN model prediction. Tensorflow (Keras) is used to create, train and load the neural network model used for predictions. CustomTKinter is used to provide the GUI. OpenCV and Pillow (PIL) are used for contour detection.

basic-arithmetic-operations calculator cnn cnn-keras convolutional-neural-networks digit-recognition handwriting-calculator handwritten-digit-recognition jupyter-notebook keras keras-models keras-neural-networks mnist mnist-classification mnist-handwriting-recognition opencv opencv2 pillow tensorflow tensorflow-models

Last synced: 21 Dec 2024

https://github.com/nathancooperjones/deal-or-no-deal

Let's play Deal or No Deal better than a human.

deal-or-no-deal keras reinforcement-learning supervised-learning

Last synced: 18 Dec 2024

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/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/bredalis/keras

🌟The use of Keras in DL 🌟

ia keras librery ml models python tensorflow

Last synced: 14 Jan 2025

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/bhattbhavesh91/batch-normalization-demo

In this tutorial, I'll show how Batch normalization can be used for improving the speed, performance, and stability for Neural Networks.

advantages batch-normalization keras keras-tensorflow neural-networks

Last synced: 16 Nov 2024

https://github.com/somjit101/imdb-sentiment-lstm

A study of the use of Long Short Term Memory (LSTM) for the sentiment classification of movie reviews on the well-known IMDb website.

embedding-layer-keras imdb-dataset imdb-sentiment-analysis keras lstm sentiment-analysis

Last synced: 16 Jan 2025

https://github.com/somjit101/mnist-classification-keras

A simple study on the use of Keras framework (with Tensorflow background) for a simple handwritten number image classification task with Deep Neural Networks.

adam-optimizer batch-normalization deep-learning dropout-keras grid-search hyperparameter-tuning image-classification keras mnist mnist-classification neural-network sgd-optimizer tensorflow

Last synced: 16 Jan 2025

https://github.com/frgfm/sdcnd-p4-behavioral-cloning

Behavioral cloning project of Udacity Self-Driving Car Engineer

deep-learning flask keras opencv python self-driving-car tensorflow unity3d

Last synced: 29 Dec 2024

https://github.com/mr-dhruv/smoothy

A comprehensive pipeline for shape classification, regularization, symmetry detection, and curve completion.

cnn keras rdp tensorflow

Last synced: 21 Dec 2024

https://github.com/vaasudevans/deeplearning

Works done during Fall'19 term at UNB in DeepLearning field for Adv Remote Sensing course

artificial-intelligence cnn deeplearning keras movie-review-classifier python36 resnet-50 rnn

Last synced: 13 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/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/cassanof/patient_api

A full-stack app that predicts cancer diagnosis using machine learning

cancer-detection golang keras machine-learning postgresql rest-api tensorflow

Last synced: 28 Jan 2025

https://github.com/wkambale/keras-gemini

A Python package that combines the power of Keras with Gemini for natural language-driven neural network building.

gemini keras package python3

Last synced: 24 Dec 2024

https://github.com/rajsoni03/deme-net

A CNN architecture to Diagnosis of Dermatology Melanoma Skin Cancer using parallel convolution.

classification cnn dermatology keras melanoma parallel-algorithm skin-cancer tendorflow

Last synced: 22 Jan 2025

https://github.com/rambodrahmani/deep-learning

Final project for the Computational Intelligence and Deep Learning course at University of Pisa.

convolutional-neural-networks deep-learning deep-neural-networks keras keras-neural-networks keras-tensorflow point-cloud pointcloud pointclouds tensorflow2

Last synced: 29 Dec 2024

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

Applying CNN on CIFAR-10

cifar10 convolutional-neural-networks keras

Last synced: 17 Dec 2024

https://github.com/piotrlaczkowski/keras-data-processor

Data Preprocessing model based on Keras preprocessing layers that can be used as a standalone model or incorporated to Keras model as first layers.

data keras layers preprocessing tensorflow

Last synced: 09 Nov 2024

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/ushariranasinghe/fire-detection

CNN for fire detection using OpenCV techniques to enhance image features, achieving robust performance with TensorFlow and Keras.

cnn-classification keras opencv pandas tensorflow2

Last synced: 22 Jan 2025

https://github.com/soumyagautam/sign-sense

Deep Learning and Neural Network based Sign Sense or 'Sign Language' to Speech converter is an desktop app which can detect hand signs in a frame and can convert them to Speech, according to their respective meaning. Opposite to this, it can also recognise your voice and can convert it to sign language.

ai cv2 dataprocessing deep-learning keras machine-learning mediapipe moviepy-library neural-network openai-whisper scikit-learn tensorflow tkinter-python

Last synced: 30 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/wuweiweiwu/qwop-thesis

Honors Thesis completed under the supervision of Maria Gini and James Parker. Cum Laude. :sparkler:

cum-laude honors keras qwop thesis

Last synced: 18 Dec 2024

https://github.com/kaushalprajapatikp/lstm_rnn_nifty_50_prediction_next_day

This project is created for stock price prediction of Nifty50 index using LSTM neural networks. This project forecasts the next day's stock prices based on historical data from the Nifty 50 index, utilizing data preprocessing, feature scaling, and model training with TensorFlow and Keras. This app is deployed on Streamlit platform.

artificial-intelligence deep-learning keras lstm-neural-networks machine-learning neural-network tensorboard tensorflow

Last synced: 29 Dec 2024