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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/achint08/depth-2d-keras

Deep Learning model to get depth data from 2d images directly. Implemented on tensorflow keras.

2d-images 3d-reconstruction deep-learning depth-data-extraction depth-estimation keras monocular-depth-estimation tensorflow

Last synced: 30 Nov 2024

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/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: 19 Dec 2024

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: 19 Dec 2024

https://github.com/arvinsingh/ml-and-dl

Machine Learning and Deep Learning projects on various datasets.

cnn deep-learning keras machine-learning object-recognition

Last synced: 13 Jan 2025

https://github.com/shankarprabhu-s/machine-learning-models-for-rice-salinity-prediction

This project classifies rice crops based on salinity stress levels using image analysis. 🌱 Salinity stress affects crop health and yield, and this model assists farmers and agricultural experts in evaluating salinity stress to make better-informed decisions.

animation api azure bootstrap css deep-learning docker emailjs flask html javascript keras machine-learning python tensorflow2 web-dev

Last synced: 13 Nov 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/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/Krisseck/hki-traffic-predict

Keras neural network to predict traffic in Helsinki

avoindata helsinki keras numpy open-data python traffic

Last synced: 22 Nov 2024

https://github.com/r21gh/gan_maps

a Pix2Pix GAN for Image-to-Image Translation

gan keras neural-network python ten tensorflow

Last synced: 05 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/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/kazuhito00/tf2-keras-explain-examples

Tensorflowの可視化解釈ライブラリ(tf-explain、Grad-CAM等)のJupyter上での実行例。

gradcam keras tensorflow tf-explain

Last synced: 23 Nov 2024

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/kevinkit/correctsitting

This is a project that will make you sit correctly. It will take advante of machine learning algorithms.

keras machine-learning medical-imaging opencv tensorflow

Last synced: 23 Nov 2024

https://github.com/dulajkavinda/live-sketching

✍️ Converting live video stream from webcam into a sketch using OpenVC and Keras

added image-filtering keras machinelearning matplotlib numpy opencv python

Last synced: 14 Dec 2024

https://github.com/keppel/nfer

the easiest way to deploy a keras model

keras

Last synced: 18 Dec 2024

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/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/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/saranshmanu/cifar-image-classification

This project was to create a model that can classify and predict the object in the image from the open source dataset CIFAR 10. The dataset is divided into five training batches and one test batch, each with 10000 images.

cifar-10 cnn convolutional-neural-networks deep-learning keras keras-neural-networks machine-learning python

Last synced: 05 Dec 2024

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

Machine Learning on Embedded Platform.

embedded keras machine-learning

Last synced: 16 Nov 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/nrubin29/3d-or-not

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

classifier keras keras-js react

Last synced: 19 Nov 2024

https://github.com/saranshmanu/transfer-learning-dog-breed-classifier

Given an image of a dog, algorithm will identify an estimate of the canine’s breed. If supplied an image of a human, the code will identify the resembling dog breed.

cnn dog-breed-classifier keras opencv transfer-learning

Last synced: 05 Dec 2024

https://github.com/amirdh17/deep-learning-for-alzheimer-disease-detection-a-cnn-approach

Using CNN model, Alzheimer's disease can be detected in four classes (non, very mild, mild, moderate). Trained model is integrated into a python application which enable user to detect Alzheimer's disease by importing 3D MRI image (NIfTI format).

augmentation deep-learning jupyter-notebook keras kivy nibabel opencv-python pillow preprocessing python tensorflow

Last synced: 11 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/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: 29 Dec 2024

https://github.com/anish202020/big-data-analysis-mini-project

The primary purpose of this code is to predict wind speed using an LSTM model. The model is trained on historical wind speed data to forecast future values.

keras matplotlib-pyplot numpy pandas sklearn

Last synced: 13 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/jp1016/imagecnn

Detect Clothings using TensorFlow

clothing keras keras-tensorflow machine-learning python tensorflow

Last synced: 03 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/darraghdog/fish

Kaggle - The Nature Conservancy :fish:

cnn deep-neural-networks kaggle-competition keras region-detection yolo2

Last synced: 20 Dec 2024

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/bhattbhavesh91/tf-numpy-example

Faster NumPy using Tensorflow's tf.experimental.numpy module

keras numpy tensorflow

Last synced: 16 Nov 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/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/gappeah/binance-crypto-prediction-and-analysis

This project leverages the Binance API to acquire real-time data for Bitcoin (BTC) and Ethereum (ETH). The data is then used to train a Long Short-Term Memory (LSTM) neural network model for predicting cryptocurrency prices.

api binance cryptocurrency keras machine-learning neural-networks python tensorflow

Last synced: 07 Jan 2025

https://github.com/belajarqywok/tebakaja_cryptocurrency

provides accurate and scalable cryptocurrency forecasts by integrating advanced techniques, ensuring reliable predictions for informed decisions.

cython fastapi forecasting gcc-complier huggingface keras tensorflow

Last synced: 01 Nov 2024

https://github.com/bhattbhavesh91/early-stopping-demo

A repository to show how Early Stopping in Keras can Prevent Overfitting

early-stopping keras keras-neural-networks neural-networks

Last synced: 16 Nov 2024

https://github.com/bhattbhavesh91/dropout-walkthrough

A repository to show how Dropout in Keras can Prevent Overfitting

dropout dropout-keras keras keras-neural-networks keras-tensorflow neural-networks overfitting

Last synced: 16 Nov 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/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/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 Nov 2024

https://github.com/duyu09/power-load-decomposition-algorithm

Power Load Decomposition Algorithm. 基于人工智能与Keras框架的电力负荷分解算法。

ai keras python

Last synced: 16 Nov 2024

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

Dog breed image classifier using a custom model from a custom dataset of images.

deep-learning keras tensorflow

Last synced: 16 Nov 2024

https://github.com/ariyaarka/plant-disease-detection-app

A beginner level plant disease detection model. It primary works for 3 diseases which is Corn(maize)Common_rust, Potato_Early_blight and TomatoBacterial_spot

cnn datascience deep-learning keras machine-learning python tensorflow

Last synced: 12 Oct 2024

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/lovesaroha/digits-classification-training

Training a keras model to do classification using MNIST, a data set containing items of handwriting digits (0 to 9).

convolutional-neural-network keras machine-learning mnist-dataset python

Last synced: 12 Jan 2025

https://github.com/nafisalawalidris/building-a-cnn-to-classify-handwritten-characters

Building a CNN to Classify Handwritten Characters" is a proof-of-concept project using Python, TensorFlow, and Keras. It demonstrates how a Convolutional Neural Network (CNN) can identify scanned characters in the MNIST database. The goal is to convert historical documents into searchable databases, improving ancestry search services.

data-science database handwritten-characters image-recognition jupyter-notebook keras machine-learning proof-of-concept python tensorflow

Last synced: 22 Nov 2024

https://github.com/alfikiafan/eye-direction-classifier

Classifying eye direction using CNN. Goals: Predict the direction of gaze based on grayscale eye images, which are preprocessed to ensure consistent model training and evaluation.

cnn deep-learning eyes keras tensorflow

Last synced: 21 Dec 2024

https://github.com/raihan4520/cvpr

Jupyter Notebook projects in Python coded during my Computer Vision and Pattern Recognition course at AIUB, focusing on core computer vision techniques.

computer-vision convolutional-neural-network emotion-detection face-mask-detection jupiter-notebook keras matplotlib numpy opencv pandas python tensorflow

Last synced: 14 Nov 2024

https://github.com/isa1asn/mnist-neural-net

Applying neural networks on the MNIST dataset (from scratch & using tf)

from-scratch keras mnist-classification neural-networks numpy pandas relu-activation softmax tensorflow

Last synced: 19 Nov 2024

https://github.com/aloiscrr/face-detection-mobilenet

Face detection using tensorflow, keras and MobileNet convolutional networks

keras keras-tensorflow mobilenetv2 tensorflow2

Last synced: 11 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/wesdoyle/mnist-paint

Vanilla JS + TensorFlow paint with MNIST hand-written digit classification

cnn keras mnist-handwriting-recognition ocr-recognition tensorflow

Last synced: 29 Nov 2024

https://github.com/kwanit1142/sars-cov-2-detection-radiology-based-multi-modal-multi-task-framework

Keras-based Implementation for "SARS-CoV-2 Detection: Radiology based Multi-modal Multi-task Framework" (Accepted in 45th IEEE EMBC 2k23)

gans keras matplotlib numpy opencv os pandas pillow scipy sklearn tensorflow transfer-learning wasserstein-distance

Last synced: 13 Jan 2025

https://github.com/igelbox/lamarr

Quadrupeds learn to conquer mankind

3d-printing keras machine-learning pybullet quadruped

Last synced: 16 Nov 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/noeyislearning/pneumonia-detection-model

This repository contains code and a trained Keras model for detecting pneumonia in chest X-ray images using TensorFlow. The model was trained on a dataset of chest X-rays from the NIH Chest X-ray Dataset. It can be used to classify chest X-rays as either pneumonia-positive or pneumonia-negative.

convolutional-neural-networks deep-learning keras machine-learning opencv teachable-machine tensorflow

Last synced: 06 Dec 2024

https://github.com/gabrielsantoslima/fine-tuning-cnns-example

🧪An example of Fine-Tuning of CNN models using Keras and Tensorflow.

cnns fine-tuning keras machine-learning tensorflow

Last synced: 28 Dec 2024

https://github.com/malwarebo/carcinet

Basic breast cancer detection using Machine Learning

deep-learning keras machine-learning matplotlib numpy python3 scipy tensorflow

Last synced: 07 Jan 2025

https://github.com/md-emon-hasan/learn-deep_learning

A repository containing resources and tutorials for learning deep learning concepts and implementations using Python, TensorFlow, and Keras.

churn-prediction data-science deep-learning keras neural-network tensorflow tensorflow-keras

Last synced: 13 Jan 2025

https://github.com/noeyislearning/fruit-classifier-model

This repository contains code and a trained Keras model for classifying fruits using image recognition and machine learning. The model was trained on a dataset of fruit images from the Fruits & Vegetables by Jorge B's dataset.

classifier-model deep-learning keras machine-learning teachable-machine tensorflow

Last synced: 06 Dec 2024

https://github.com/rickiepark/ml-ko

머신러닝, 딥러닝 한글 번역 저장소

deep-learning keras machine-learning python scikit-learn tensorflow

Last synced: 21 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/charlescatta/behavioral-cloning

Convolutional Neural network that drives a car in a simulator

cnn deep-learning keras self-driving-car

Last synced: 23 Dec 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/yashk2810/cifar-10

Applying CNN on CIFAR-10

cifar10 convolutional-neural-networks keras

Last synced: 17 Dec 2024

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/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 Nov 2024

https://github.com/yishun99/dqn

DQN + keras + OpenAI Gym

ddqn dqn gym keras

Last synced: 23 Nov 2024

https://github.com/vsoch/repo2docker-keras

a repo2docker image with keras installed along tensorflow

docker forward keras repo2docker tensorflow

Last synced: 13 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/gauravtrivedi967/mask_detection

In the present scenario due to Covid-19, there is no efficient face mask detection applications which are now in high demand for transportation means, densely populated areas, residential districts, large-scale manufacturers and other enterprises to ensure safety. Also, the absence of large datasets of ‘with_mask’ images has made this task more cumbersome and challenging.

cv2 keras numpy os

Last synced: 23 Nov 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