Ecosyste.ms: Awesome

An open API service indexing awesome lists of open source software.

Awesome Lists | Featured Topics | Projects

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/leoverto/colour-converter-keras

Neural network that can learn how to convert between colour spaces.

keras machine-learning neural-network

Last synced: 10 Jan 2025

https://github.com/hachreak/remokit

RemoKit - Recognize Emotions Kit

convolutional-neural-networks emotion-recognition keras

Last synced: 25 Dec 2024

https://github.com/paulj1989/bulgarian-constitutional-court-decisions

Developing NLP models for text and sentence classification using legal texts from the Bulgarian constitutional court.

keras neural-network nlp scikit-learn tensorflow tesseract

Last synced: 25 Dec 2024

https://github.com/rakibhhridoy/imagedenoisingusing-autoencoders

Filtering out the noise presented in the image by auto-enconder algorithm in TensorFow and Keras. Rare images, unclean crime images,medical noise images can be denoised and find out the desired outcome by using auto-encoders.

autoencoder autoencoder-architecture autoencoder-neural-network deep-learning image-clean image-denoising keras python tensorflow theory

Last synced: 25 Dec 2024

https://github.com/rakibhhridoy/classifyoutersignals-spacesignals

Space signals comes with huge noise in it. For analyzing the signals we have to make sure there is as less noise as possible. Detecting the noise and denoising the signals is quite hard to do. As a Data Science Analytics one should have the capability to handling any kind of dataset.

autoencoders deep-learning denoising keras lstm machine-learning python signal-processing space space-signals

Last synced: 25 Dec 2024

https://github.com/rakibhhridoy/imageprocessing

Large amount of image processing is quite messy and time consuming,thus the working steps should be fast as well as accurate also. I've made sequential functions that is needed for processing data in TensorFlow and python. These functions made my work fast as it needed in commercial purposes.

augmentation deep-learning functional-programming image-manipulation image-processing keras machine-learning numpy python sequential-patterns tensorflow

Last synced: 25 Dec 2024

https://github.com/tanyachutani/mnist-tfrecord

Tensorflow2.0 mnist writing and parsing data in .tfrecords format

keras mnist tensorflow tf2 tfrecord tfrecords

Last synced: 10 Jan 2025

https://github.com/ali205412/yuichess

A Reinforcement Learning Chess Engine ;)

keras machinelearning rl-learning tensorflow

Last synced: 30 Jan 2025

https://github.com/sandeepnmenon/generative-adverserial-networks

Research paper implementations of different GAN models

artificial-images dcgan gan keras keras-dcgan unsupervised-learning

Last synced: 30 Jan 2025

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 Jan 2025

https://github.com/yishun99/dqn

DQN + keras + OpenAI Gym

ddqn dqn gym keras

Last synced: 23 Jan 2025

https://github.com/nazli-d/binary-classification-using-cnn

This project utilizes a CNN model to classify cat and dog images through training and testing processes. The model is created using the Keras library on the TensorFlow backend.

binary-classification cat-and-dog-classifier cnn convolutional-neural-networks flatten keras max-pooling numpy opencv python relu-activation sigmoid-function tensorflow

Last synced: 02 Jan 2025

https://github.com/xlisp/jim-emacs-fun-hylisp-keras

将哲学保存到每一个Lisp原子里面

compute-code functional-programming hack hylang keras lisp

Last synced: 26 Dec 2024

https://github.com/touhi99/generate-music

A sample music generation exercise

charlstm deep-learning keras music music-generation pytorch

Last synced: 17 Jan 2025

https://github.com/fatma-moanes/deep-learning-labs

My implementation for the labs of the Neural Networks and Deep Learning course that I studied at my university, Zewail City.

classification cnn data-science deep-learning gan keras matplotlib neural-network-architectures neural-networks numpy pandas preprocessing python regression-models regularization seaborn tensorflow time-series-analysis

Last synced: 02 Jan 2025

https://github.com/yeyom/not_hotdog_model

In this notebook I will try to recreate a curious model used in an App shown in the HBO serie "Sillicon Valley".

keras mobilenetv2 not-hotdog sillicon-valey tensorflow

Last synced: 31 Jan 2025

https://github.com/fanhuaandluomu/vae_notes

学习VAE的点滴记载~

keras python vae

Last synced: 11 Jan 2025

https://github.com/hendriks73/accurate-tempo

High-Accuracy Musical Tempo Estimation using Convolutional Neural Networks and Autocorrelation

classification cnn keras ml music python tempo

Last synced: 02 Jan 2025

https://github.com/yjg30737/pyqt_nsfw_image_filter_gui

Filter(remove) the NSFW(not safe for work) images in a certain directory recursively, backup every images before it

image-classification keras nsfw nsfw-classifier nsfw-detection nsfw-recognition pyqt pyqt5 pyqt5-gui python3

Last synced: 03 Jan 2025

https://github.com/jonasricker/autocvd

Tool to automatically set CUDA_VISIBLE_DEVICES based on GPU utilization. Usable from command line and code.

cuda cuda-visible-devices gpu keras machine-learning nvidia python pytorch tensorflow

Last synced: 03 Jan 2025

https://github.com/rishav-hub/gnettrainer-package

GNetTrainer is a Deep Learning web application for training and predicting classification models which is written in Python 3. At the backend it uses Frameworks like Tensorflow 2.0 and Keras. You can train any classification model with any data using GNetTrainer without writing any line of code.

deep-learning keras machine-learning tensorflow

Last synced: 03 Jan 2025

https://github.com/desimone/kaggle-dog-breed-keras-pytorch

Example of network fine-tuning in Keras and Pytorch.

kaggle kaggle-dog-breeds-identification keras pytorch

Last synced: 10 Jan 2025

https://github.com/kieranlitschel/kerassearchcv

Built for the implementation of Keras in Tensorflow. Behaves similarly to GridSearchCV and RandomizedSearchCV in Sci-Kit learn, but allows for progress to be saved between folds and for fitting and scoring folds in parallel.

classification grid-search keras keras-tensorflow multithreading randomized-search scikit-learn

Last synced: 03 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: 30 Jan 2025

https://github.com/beomi/tf-keras-on-lambda

Example Repo for Tensorflow + Keras on AWS Lambda

aws keras lambda tensorflow

Last synced: 11 Jan 2025

https://github.com/izharikov/state-farm-distracted-driver-detection

State farm distracted driver detection solution

kaggle keras python

Last synced: 11 Jan 2025

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/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/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/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/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/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/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/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/bendavidaaron/dumb-calculator

Webapp simulating a one-function calculator, powered by Keras

calculator ironically-shitty keras keras-tensorflow neural-network webapp

Last synced: 18 Jan 2025

https://github.com/vishal815/customer-churn-prediction-using-artificial-neural-network

This project involves building an Artificial Neural Network (ANN) for predicting customer churn. The dataset used contains various customer attributes, and the ANN is trained to predict whether a customer is likely to leave the bank.

accuracy activation-functions binary-crossentropy churn-prediction classification dataset deep-learning keras keras-tensorflow machine-learning nuralnetwork optimizer tensorflow

Last synced: 30 Jan 2025

https://github.com/mohd-faizy/tf01_introduction-to-tensorflow-for-ai-ml-and-dl

TensorFlow for building basic neural network for computer vision and use convolutions to improve your neural network.

artificial-intelligence deep-learning keras keras-tensorflow machine-learning mnist neural-network sequential-api sequential-models

Last synced: 12 Jan 2025

https://github.com/whatheheckisthis/save-a-life

Transforming road safety with advanced statistical analysis and modeling. Join us in revolutionizing driver assistance systems!

data-science data-structures deep-learning-algorithms driving keras machine-learning-algorithms tensorflow

Last synced: 18 Jan 2025

https://github.com/himaprasoonpt/conv_models

Classic Convolutional Models

alexn conv keras tensorflow tensorflow2

Last synced: 19 Jan 2025

https://github.com/zafarrehan/custom_od_architecture_from_scratch

This repository walks you through creating your own custom One-Stage object detection model architecture ( in keras ) , with a synthetic dataset generator on board for training and evaluation

anchor-box custom-architecture jupyter-notebook keras non-maximum-suppression object-detection synthetic-dataset-generation tensorflow2

Last synced: 24 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/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/olk/ki-ocr-spreadsheet

convert a spreadsheet exported as JPEG into a CSV file containing spreadsheet's data by using a DNN (Tensorflow)

artificial-intelligence cpp csv ctc-loss deep-learning dnn dnn-model jpeg keras neural-network opencv python spreadsheet tensorflow

Last synced: 31 Jan 2025

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: 01 Feb 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: 01 Feb 2025

https://github.com/r21gh/gan_maps

a Pix2Pix GAN for Image-to-Image Translation

gan keras neural-network python ten tensorflow

Last synced: 01 Feb 2025

https://github.com/mehassanhmood/deep_learning-and-bitcoin

Applying LSTM model to a time series data that has categorical target values.

deep-learning keras machine-learning

Last synced: 01 Feb 2025

https://github.com/aryansk/mnist-deep-learning-exploration

This repository contains implementation of various deep learning approaches for the MNIST handwritten digit classification task, using both scikit-learn and Keras frameworks.

keras machine-learning machine-learning-algorithms mnist-classification numpy python scikit-learn tensorflow

Last synced: 01 Feb 2025

https://github.com/chaitanyac22/multi-input-multi-output-mnist-image-digit-and-summed-output-classification

The goal of this project is to build a neural network that takes an MNIST handwritten digit (0-9) image and a random number (digit 0-9) as inputs and returns the predicted class label (0-9) for the input image and its addition (sum) with the input random number as summed output (range 0-18) label as outputs.

cnn-classification data-visualization deep-neural-networks exploratory-data-analysis functional-api image-data-generator image-processing keras mnist-classification model-building model-evaluation multi-inputs multi-outputs python3 tensorflow

Last synced: 01 Feb 2025

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: 01 Feb 2025

https://github.com/haoruilee/2020_seu_practical_training

2020东南大学数学学院 深度学习实训

keras tensorflow

Last synced: 01 Feb 2025

https://github.com/savinrazvan/image_similarity

Compare image similarity using features extracted from the pre-trained VGG16 model. This project leverages cosine similarity for accurate visual similarity assessment, making it ideal for image retrieval and duplicate detection.

computer-vision convolutional-neural-networks cosine-similarity deep-learning feature-extraction image-comparison image-processing image-similarity keras pre-trained-models python vgg16

Last synced: 10 Oct 2024

https://github.com/johnnixon6972/resnets

Implementations of ResNet-18, ResNet-34, ResNet-50, ResNet-101, and ResNet-152 in TensorFlow 2, based on the "Deep Residual Learning for Image Recognition" paper by Kaiming He, Xiangyu Zhang, Shaoqing Ren, and Jian Sun (2015)

convolutional-neural-networks keras neural-network resnet tensorflow

Last synced: 10 Oct 2024

https://github.com/tushard48/brain-tumour-detection

Brain tumor detection and prediction using keras vgg-16

deep-learning flask keras machine-learning reactjs vgg16-model

Last synced: 10 Oct 2024

https://github.com/aakanksha1406/fake-news-classifier

to identify when an article might be fake news

keras lstm lstm-neural-networks nltk python scikit-learn tensorflow

Last synced: 10 Oct 2024

https://github.com/ansub/mask-detection

A Mask Detection Application using Keras/TensorFlow and OpenCV.

keras numpy opencv python tensorflow

Last synced: 21 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: 20 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/tianxiaomo/keras_detection

Keras implementation of detection model.

cv detection keras

Last synced: 14 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/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/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/techeng322/alphagozero

Unofficial attempt to rebuild AlphaGo Zero

alphago-zero keras tensorflow

Last synced: 28 Dec 2024

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/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/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