Ecosyste.ms: Awesome

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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/shettysach/kannada-handwriting-calculator

A calculator that uses handwritten Kannada digits and operators to calculate the result, using contour detection and CNN model predictions. Made using PyTorch, OpenCV, PIL and CustomTkinter.

basic-arithmetic-operations cnn cnn-classification cnn-keras convo handwriting-calculator handwritten-digit-recognition jupyter-notebook kannada kannada-digit kannada-mnist keras keras-models keras-tensorflow mnis opencv opencv2 pillow tensorflow tensorflow2

Last synced: 04 Dec 2024

https://github.com/sedflix/deepflowercounter

Count a particular kind of flower in an image by training our model on 10-15 images using class-agnostic-counting

counting-objects deep-learning few-shot-learning flower-counting keras

Last synced: 31 Dec 2024

https://github.com/caronl/mnist_app

Repository for this app :

digit-recognition keras shinyapps tensorflow

Last synced: 04 Dec 2024

https://github.com/lyra-ai-team/yarinin-sehirleri-hackathon

This repo contains Lyra AI's project named ServeSmart in the scope of AI hackathon that organized by Habitat Association - Vodafone Foundation.

aritificial-intelligence css html javascript jupyter-notebook keras python tensorflow

Last synced: 20 Nov 2024

https://github.com/yashkant/pnas-binary-nets

Progressive Neural Architecture Search coupled with Binarized CNNs to search for resource efficient and accurate architectures.

automl binarized-neural-networks keras neural-architecture-search tensorflow-experiments

Last synced: 13 Feb 2025

https://github.com/chen0040/keras-timeseries-web-api

recurrent neural networks for timeseries prediction in Keras

keras prediction timeseries

Last synced: 16 Dec 2024

https://github.com/brookisme/dfgen

Keras Image Generator from Dataframes

deeplearning keras machine-learning tensorflow theano

Last synced: 17 Jan 2025

https://github.com/crispengari/keras-api

๐Ÿ’Ž Introduction to Keras API and TensorFlow for Researchers

ai deep-learning jupyter-notebook keras machine-learning matplotlib numpy python scikit-learn tensorflow

Last synced: 09 Feb 2025

https://github.com/camara94/convolutional-neural-networks

Implement the foundational layers of CNNs (pooling, convolutions) and stack them properly in a deep network to solve multi-class image classification problems.

cnn-keras deep-neural-networks keras tensorflow

Last synced: 15 Feb 2025

https://github.com/michaelsdavid/charcnn

A convolutional neural network that has detection for English characters (letters) written by hand.

character-recognition cnn-model convolutional-neural-network keras opencv2-python python3 scikit-learn tensorflow

Last synced: 17 Jan 2025

https://github.com/boemer00/signet-ring-cv

This project focuses on classifying pathological images of signet ring cells from the WSI of gastrointestinal tissues.

classification computer-vision image-classification keras neural-networks pathology python recall vgg19

Last synced: 22 Jan 2025

https://github.com/ltfschoen/aind2-rnn

Term 2 Project 2 RNN and LSTM for time-series prediction and text generation

jupyter-notebook keras lstm-networks multi-class-classification recurrent-neural-networks

Last synced: 07 Dec 2024

https://github.com/gosha20777/neuroexploit

A self-learning neural network for automatic pentest

keras pentest python self-learning tensorflow

Last synced: 22 Jan 2025

https://github.com/kasim95/ocr_math_expressions

A Deep Learning pipeline to recognize mathematical expressions from images

keras mathematics optical-character-recognition python python3 tensorflow tensorflow-models

Last synced: 09 Nov 2024

https://github.com/akensert/reinforceable

Deep reinforcement learning implementations with TensorFlow and TensorFlow probability.

deep-learning keras reinforcement-learning tensorflow tensorflow-probability

Last synced: 04 Feb 2025

https://github.com/tobybreckon/python-cnn-tools-test

a set of simple tools to check if we have TensorFlow, Keras and PyTorch setup correctly to use GPU

gpu keras opencv pytorch tensorflow

Last synced: 27 Oct 2024

https://github.com/parthasdey2304/nvai

A website that helps you to detect Brain tumour using Computer Vision.

brain-tumour-detection flask-api flowbite genai hackathon-project keras machine-learning react remixicons tailwindcss tensorflow

Last synced: 19 Nov 2024

https://github.com/sfp932705/pastafy

Pastafy yourself and even friends using neural network style transfer.

cnn keras keras-tensorflow neural-networks python style-transfer style-transfer-cnn

Last synced: 09 Feb 2025

https://github.com/marcnuth/keras-models

reusable & predefined models built via Keras, which could be easily integrated into your project.

artificial-intelligence artificial-neural-networks deep-learning keras keras-models models pretrained-models

Last synced: 06 Nov 2024

https://github.com/offchan42/honnet

๐Ÿค– Deep learning predicts who would win in a HoN match given heroes of both team

convolutional-neural-networks deep-learning game heroes-of-newerth hon keras neural-networks

Last synced: 29 Oct 2024

https://github.com/abhaskumarsinha/seq2seq-bahdanau-attention-based-encoder-decoder-language-translator

A language translator based on a very simple NLP Transformer model, backed by encoder, decoder and a Bahdanau Attention Layer in between, implemented on TensorFlow.

attention-mechanism bahdanau-attention keras machine-learning nlp seq2seq tensorflow transformer

Last synced: 21 Jan 2025

https://github.com/antoniocarta/threernn

ThreeRNN model for SemEval 2017 Task 3

keras ml nlp nlp-machine-learning python rnn

Last synced: 05 Dec 2024

https://github.com/manfreddiaz/deep-docker

Dockerfile for creating a docker image with default configurations for Deep Learning tasks

cuda-toolkit deep-learning docker docker-image keras opencv3 pytorch tensorflow

Last synced: 07 Nov 2024

https://github.com/luca-parisi/m_arcsinh

m-arcsinh: A Reliable and Efficient Function for Supervised Machine Learning (scikit-learn, TensorFlow, and Keras) and Feature Extraction (scikit-learn)

activation activation-function activation-functions activations arcsinh classification dimensionality-reduction feature-extraction keras keras-tensorflow machine-learning machinelearning mlp mlp-classifier neural-network python scikit-learn svm svm-classifier tensorflow

Last synced: 30 Oct 2024

https://github.com/riccardobiondi/catopuma

Customizable Advanced Tensorflow(Torch) Objects to Preprocess, Upload, Model and Augment

deep-learning image-processing keras tensorflow

Last synced: 09 Feb 2025

https://github.com/chrisby/deepcardiology

Implementations of deep and other ML approaches for cardiology.

cardiology convolutional-neural-networks deep-learning healthcare keras machine-learning

Last synced: 11 Feb 2025

https://github.com/kgeorgiev42/Image-Colorization-of-Historical-Paintings

Recolorizing grayscaled historical paintings and photos with Deep Learning using an Autoencoder CNN.

deep-learning google-colab image-colorization keras python

Last synced: 14 Nov 2024

https://github.com/leopeng1995/captcha_service

Captcha Service๏ผŒ้ชŒ่ฏ็ ่ฏ†ๅˆซๆœๅŠก

captcha-solving cnn keras rnn tensorflow

Last synced: 08 Nov 2024

https://github.com/shivamgupta92/signlang_action_recognition

This project utilizes action recognition and deep learning with OpenCV, MediaPipe, and Inception_ResNet for real-time sign language detection. This tool empowers users to interpret diverse sign gestures accurately, fostering inclusivity

cnn-keras deep-neural-networks keras nlp python3 resnet-50 tensorflow

Last synced: 11 Jan 2025

https://github.com/lorenzwalthert/kerasmisc

Add-on functionality for the R implementation of Keras

callback keras learning-rate

Last synced: 05 Jan 2025

https://github.com/nikhil25803/foodvision

FoodVision is a Python project focused on multiclass image classification, employing Convolutional Neural Networks (CNN).

cnn deeplearning keras multiclass-classification python python3 tensorflow tkinter

Last synced: 10 Feb 2025

https://github.com/ayberkyavuz/artificial_neural_network_automation

This repository is for automating artificial neural network model creation with tabular data using Keras framework.

automation deep-learning easy-to-use keras machine-learning neural-network python supervised-learning tabular-data

Last synced: 11 Feb 2025

https://github.com/phreakyphoenix/explainable-diabetic-retinopathy-detection

Detection of DR especially NPDR using ML, helping millions across the world. Repo created for Google AI ExploreML Mentorship

keras neuralnetworks tensorflow

Last synced: 14 Nov 2024

https://github.com/bettercallshao/gangengo

Generate fake snapshots of a GO game using GAN.

colab dcgan gan go go-game jupyter-notebook keras pipenv python

Last synced: 01 Feb 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: 10 Feb 2025

https://github.com/shaheennabi/end-to-end-nlp-project-with-lstm

๐ŸŽ‡ NLP Hate Speech Detection with LSTM ๐ŸŽ† An LSTM-based model for hate speech detection ๐Ÿ’ฌ, tackling dataset imbalance through data combination, applying tokenization, stopword removal, and using Keras embedding layers for effective text classification. Continuously improving with each experiment! ๐Ÿ”ฅ

circcleci docker hate-speech-detection keras tensorflow

Last synced: 21 Jan 2025

https://github.com/vartikaraj2512/dsml-internship-devtown-notebooks-

๐ŸŒŸ Data Science & Machine Learning Internship Projects ๐Ÿ“Š Explore a curated collection of DS & ML notebooks covering topics like regression models, clustering, NLP, and deep learning. Dive into real-world projects such as price prediction, sentiment analysis, and customer segmentation. This repository reflects modern data-driven industry solutions

data-science filehandling googlecolab json kaggle keras machine-learning matplotlib numpy pandas python scikit-learn seaborn sql tensorflow

Last synced: 31 Oct 2024

https://github.com/aryaaftab/svm-tensorflow

A repository containing the implementation of the SVM by TensorFlow 2.x

deep-learning keras svm tensorflow2

Last synced: 08 Jan 2025

https://github.com/amarlearning/language-translation-model

Neural network model to translate text from french to english langauge

encoder-decoder-model keras keras-neural-networks machine-learning neural-machine-translation nlp

Last synced: 14 Nov 2024

https://github.com/srowen/quatrains-rnn

Simple example applying Keras, TensorFlow to Nostradamus's prophecies with Cloudera Data Science Workbench

cloudera cloudera-data-science gpu keras nlp rnn tensorflow

Last synced: 28 Jan 2025

https://github.com/himkt/keras_example

Reimplementations

keras python reimplementation

Last synced: 13 Jan 2025

https://github.com/kpriyanshu256/animevscartoon

Classification of anime and cartoon.

anime cartoon cnn keras tflearn transfer-learning vgg19

Last synced: 26 Jan 2025

https://github.com/soumik12345/gpt

A minimal implementation of Generative Pre-Training or GPT

deep-learning gpt-2 keras nlp openai tensorflow

Last synced: 07 Jan 2025

https://github.com/marcometer/wine-classification-course

Using a multi-layer perceptron and the kNN Algorithm to classify wine to be red or white wine.

classification keras knn neural-network pandas python scipy tensorflow

Last synced: 05 Jan 2025

https://github.com/imdeep2905/digit-recognizer

This is a little project which implements ML model (trained on "Hello World of ML" - MNIST Digit Dataset) in real life.

convolutional-neural-network deep-learning keras mnist-classification mnist-handwriting-recognition opencv-python python tensorflow tkinter

Last synced: 20 Jan 2025

https://github.com/codestation-org/mlak

Machine Learning Army Knife

keras machine-learning

Last synced: 20 Oct 2024

https://github.com/mayuanyang/doggy

An AI model to classify dog's actions

keras tensorflow

Last synced: 20 Jan 2025

https://github.com/vaibhav-kesarwani/text_emotion_classifier

A ๐—ง๐—ฒ๐˜…๐˜ ๐—˜๐—บ๐—ผ๐˜๐—ถ๐—ผ๐—ป ๐—–๐—น๐—ฎ๐˜€๐˜€๐—ถ๐—ณ๐—ถ๐—ฒ๐—ฟ is an AI model that analyzes text to detect and classify emotions like ๐—ต๐—ฎ๐—ฝ๐—ฝ๐—ถ๐—ป๐—ฒ๐˜€๐˜€ ๐Ÿ˜Š, ๐˜€๐—ฎ๐—ฑ๐—ป๐—ฒ๐˜€๐˜€ ๐Ÿ˜ข, ๐—ฎ๐—ป๐—ด๐—ฒ๐—ฟ ๐Ÿ˜ , and ๐˜€๐˜‚๐—ฟ๐—ฝ๐—ฟ๐—ถ๐˜€๐—ฒ ๐Ÿ˜ฒ. It's used in sentiment analysis, customer feedback, and social media monitoring to understand and respond to emotions more effectively.

jupyter-notebook kaggle-dataset keras keras-tensorflow pandas python3 sklearn tensorflow

Last synced: 09 Feb 2025

https://github.com/craftworksgmbh/mldocs

Documentation for the Machine Learning Process

documentation keras machine-learning sklearn

Last synced: 21 Jan 2025

https://github.com/jay-johnson/antinex-utils

Manage and use pre-trained deep neural networks with a common interface for build, compile, fit, evaluate, kfold, cross validate, and predict lifecycle phases using Keras and Tensorflow

ai-security anti-nex artificial-intelligence keras tensorflow

Last synced: 01 Nov 2024

https://github.com/deepraj21/realtime-stock-predictor

This is a Streamlit app for predicting stock prices. It uses data from Yahoo Finance to show the stock's closing price, a chart of the closing price vs time, and a chart of the closing price vs time with the 100-day moving average and 200-day moving average. The user can input a valid stock ticker symbol and view the data for that stock.

deep-learning google-cloud keras lstm pandas-dataframe python scikit-build streamlit tensorflow

Last synced: 02 Nov 2024

https://github.com/aromoh/keras-distributed-streaming

Distributed Keras model for making predictions of sentiment from Spanish sentences in stream context using Spark Streaming and Apache Kafka

cnn-keras kafka keras keras-tensorflow pyspark-notebook sentiment-analysis spark spark-streaming

Last synced: 03 Feb 2025

https://github.com/timofurrer/hslu-pren-digit-cnn

Convolutional Neural Network to recognize digits used in the PREN class @ HSLU

cnn digit-recognition hslu keras machine-learning pren tensorflow

Last synced: 09 Feb 2025

https://github.com/madeyoga/mnist

Train digit recognition model using Tensorflow and Keras with MNIST dataset

computer-vision digit-recognition handwritten-digit-recognition keras mnist tensorflow

Last synced: 15 Jan 2025

https://github.com/gaborvecsei/swiss-army-tensorboard

A tool which helps you to release the true potential of Tensorboard

keras log logger python tensorboard tensorflow visualization

Last synced: 19 Feb 2025

https://github.com/gavishpoddar/text-replication

Text Replication Using Keras, TF, ABCNN1

cnn keras tensorflow

Last synced: 09 Feb 2025

https://github.com/marcogdepinto/dogs-vs-cats

Deep learning to classify if a picture contains a Dog or a Cat using Python, OpenCV, Keras.

deep-learning deep-learning-tutorial deep-neural-networks image-classification keras numpy opencv python python3

Last synced: 06 Jan 2025

https://github.com/tallamjr/dnn

Implementations of Deep Neural Networks in Tensorflow 2.x

deep-learning deep-neural-networks keras tensorflow tensorflow-examples tensorflow2

Last synced: 09 Feb 2025

https://github.com/ihabbendidi/trigger-word-detection

An implementation of trigger word detection using keras, for detecting digits spoken in an audio

audio deep-learning detection fourier-transform gru keras precision python rnn spectograms speech-recognition trigger trigger-word-detection wave

Last synced: 09 Feb 2025

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 Jan 2025

https://github.com/robinka/web-neural-painter

Neural Painter made with React, TypeScript and TensorFlow.js - Generates seamless random gifs

gif keras neural paint random react tensorflow tfjs typescript web

Last synced: 13 Jan 2025

https://github.com/efecanxrd/lstm-derin-ogrenme-modeli-ile-enerji-tuketimi-tahmini

Derin modelleme iรงin kullanฤฑlan paketler TensorFlow ve Keras'tฤฑr. Python ile Hollanda'nฤฑn ileride kullanabileceฤŸi tahmini! enerji tรผketimini hesapladฤฑk.

deep-learning deep-learning-algorithms deep-neural-networks deeplearning keras plotly python tensorflow

Last synced: 15 Jan 2025

https://github.com/anonym0uswork1221/jaraconverse-transformersbased

This JaraConverse model is a cutting-edge Transformer-based supervised Language Model (LLM) specifically designed for generating Python code snippets.

ai code-generator conversational-ai deep-neural-networks keras keras-nlp large-language-model llm machine-learning optimized python scratch tensoflow transformers transformers-models

Last synced: 09 Feb 2025