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

Tensorflow

TensorFlow is an open source library that was created by Google. It is used to design, build, and train deep learning models.

https://github.com/jerrywingsky/nlp-based-sentiment-analysis-on-mental-health

As part of my Group Project, our team developed a Machine Learning Model using NLP & Sentiment Analysis to analyze Mental Health Statements. We performed Data Cleaning, Transformation, and applied Decision Tree & Neural Network Algorithms to classify as either "Normal" or "Depressed," aiming to support Early Mental Health Assessment through AI.

daml googlecolab keras python tensorflow

Last synced: 24 Feb 2026

https://github.com/moshfiqur/shoes-classifier

A basic tensorflow based image classifier which classify ladies, gents and kids shoes

tensorflow tensorflow-experiments

Last synced: 16 Apr 2026

https://github.com/adithaker/recommender-systems

📽 Accumulation of different methods to create a recommendation system.

deep-learning recommender-system tensorflow

Last synced: 29 Apr 2026

https://github.com/hcl-tech-software/become-an-rtist

Sketch drawing game for the Raspberry Pi with camera and push button. Uses image recognition to recognize a sketch drawn by the player.

image-recognition model-realtime raspberry-pi raspberry-pi-camera tensorflow

Last synced: 11 Apr 2026

https://github.com/mwdchang/tensor-mlb-batting

MLB batters classifier with tensorflow

classifier mlb neural-network tensorflow

Last synced: 22 Apr 2026

https://github.com/machinelearningzuu/ai-universe

In this repo I'm gonna implement any AI/ML/DL/RL/NLP/CV/GNN project I found 😇 anywhere. please provide if you have any new project ideas

artificial-intelligence computer-vision deep-learning gans graphneuralnetwork machine-learning natural-language-processing pytorch reinforcement-learning tensorflow

Last synced: 29 Apr 2026

https://github.com/faisal-fida/face-emotion-prediction

Machine learning model capable of identifying and predicting human emotions based on facial expressions. The project is primarily implemented in Python, utilized deep learning techniques to analyze and classify emotions from facial images.

facial-expression-recognition machine-learning mlserver tensorflow

Last synced: 23 Jan 2026

https://github.com/asofter/tm-bot-sight-recognizer

Telegram bot which recognizes sights in Chernivtsi, Ukraine using Inception model and Tensorflow.

inception python telegram telegram-bot tensorflow tensorflow-examples tensorflow-experiments tensorflow-object-detection-api

Last synced: 17 Apr 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 Apr 2026

https://github.com/basemax/imageclassificationcnn

Train a model from a dataset for predicting cat and dog from image.

cat classification cnn convolutional-neural-networks dog dog-or-cat image kera python tensorflow

Last synced: 30 Apr 2026

https://github.com/inishchith/coursera

This repository contains my code for the programming exercises on Coursera.

coursera coursera-machine-learning deep-learning deeplearning-ai matlab mooc programming-exercises python3 tensorflow

Last synced: 12 Apr 2026

https://github.com/beringresearch/datasets

Package for flexible tensorflow dataset creation

dataset-generation deeplearning tensorflow

Last synced: 24 Apr 2026

https://github.com/sloweyyy/emotionsense

EmotionSense is an application that predicts facial expressions of humans through pictures.

artificial-intelligence cv machine-learning tensorflow

Last synced: 17 May 2026

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: 12 Apr 2026

https://github.com/kr1shnasomani/sentimentscope

Sentiment analysis on movie review using TensorFlow and GloVe embeddings

deep-learning keras matplotlib natural-language-processing neural-networks numpy pandas scikit-learn tensorflow

Last synced: 12 Apr 2026

https://github.com/gyakobo/local-language-model

This project is meant to generate a Local Language Model based on textual input.

ai anaconda bigram-model language-model machine-learning python3 pytorch tensorflow transformers-models virtual-environment

Last synced: 19 Apr 2026

https://github.com/86lekwenshiung/neural-network-with-tensorflow

Classification , Regression , Neural Network , CNN , Transfer Learning , NLP with Tensorflow

deep-learning natural-language-processing neural-network tensorflow transfer-learning

Last synced: 14 May 2026

https://github.com/anxingle/ctc_example

CTC tutorial of OCR recognition(tensorflow0.9)

ctc tensorflow

Last synced: 24 Apr 2026

https://github.com/antonio-f/deeplearning_project5-gan-face-generation

Using generative adversarial networks to generate new images of faces (datasets: MNIST, CelebA).

celeba celeba-dataset face-generation gan generative-adversarial-network mnist tensorflow udacity udacity-deep-learning

Last synced: 19 Jun 2025

https://github.com/flyingfathead/neurograph-framework

A versatile tool for visualizing entropy loss in TensorFlow-based neural network training, providing insightful scatter plots with annotations.

data-analysis data-analysis-python data-visualization entropy graph graphs neural-network neural-networks neural-networks-visualization nn python python3 tensorflow tensorflow2 training visualization visualization-tools

Last synced: 24 Apr 2026

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: 13 Feb 2026

https://github.com/akatrevorjay/tensorflow-auto-detect

Solves the absolute mess that is installing tensorflow (CPU or GPU?) from your package requirements.

auto cpu gpu install tensorflow

Last synced: 06 May 2026

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: 19 Apr 2026

https://github.com/yongzhuo/tft-preprocess

tensorflow-transformer(tft) of pre-processing and post-processing of text-classification

post-processing preprocess preprocessing tensorflow tensorflow-transformer tft

Last synced: 25 Apr 2026

https://github.com/metallicsquid/ml-examples

A repository of machine learning programs written in Python 3.

examples machine-learning python tensorflow

Last synced: 25 Apr 2026

https://github.com/n1colasf/bigdata-cert

Clases y Practicos del Certificado de Big Data de la carrera Analista en Tecnologías de la Información de la Universidad ORT Uruguay

big-data certificate jupyter-notebook numpy pandas python sklearn tensorflow university-course

Last synced: 25 Apr 2026

https://github.com/codehass/facial-emotional-detection

Implement a complete AI pipeline in Computer Vision, from face detection to emotion classification using CNNs (TensorFlow/Keras) and Haar Cascades (OpenCV), and integrate this model into a FastAPI API connected to a PostgreSQL database.

cnn-model fastapi keras mathplotlib numpy opencv postgresql pydantic pytest sqlalchemy tensorflow

Last synced: 12 Apr 2026

https://github.com/pratikkalein/deploy-tf-cloud-run

Deploy TensorFlow models on Google Cloud Run

google-cloud-platform ml strea tensorflow tensorflow-tutorials

Last synced: 14 Feb 2026

https://github.com/jns-m/at-gan

A Tabular GAN framework for generating synthetic tabular data from arbitrary mixed-type tabular datasets.

gan generative-adversarial-network generative-adversarial-networks keras machine-learning synthetic-data synthetic-data-generation synthetic-tabular-data tabular-data tensorflow

Last synced: 07 Jun 2026

https://github.com/dhruvsrikanth/monodepth

Monocular Depth Estimation via Transfer Learning using purely Tensorflow 2.0!

autoencoder deep-learning depth-estimation machine-learning neural-networks python tensorflow tf2 transfer-learning

Last synced: 29 Apr 2026

https://github.com/imamaaa/signature-recognition-cnn

A deep learning-based system for signature classification using CNN, HOG, and SIFT. This project segments signature images, applies feature extraction, and trains models to recognize individual signatures. Performance is evaluated using precision, recall, F1-score, and accuracy.

classification cnn computer-vision deep-learning feature-extraction hog-features image-processing pattern-recognition pytorch sift signature-recognition tensorflow

Last synced: 09 May 2026

https://github.com/kushxkalsi/birds-image-classification-model

Image Classification Model using CNN to classify different birds species.

cnn deep-learning image-classification python sklearn tensorflow

Last synced: 20 Jan 2026

https://github.com/frederickroman/syllable-count-predictor

Neural network model that predicts the number of syllables in an English word. It shows its creation end-to-end: from data collection to evaluation of various models. One of the explored models is used in the Readgauge app.

blstm blstm-neural-networks linguistics neural-network nlp nlp-machine-learning nltk phonetics syllable-count tensorflow tensorflow2 text-classification

Last synced: 27 Apr 2026

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: 29 Apr 2026

https://github.com/chunshan-theta/sex_detect

with tensorflow

python tensorflow

Last synced: 27 Apr 2026

https://github.com/wangg12/group_cnn_tf

Group Convolutional Networks implementation using Tensorflow

cnn group-cnn tensorflow tensorpack

Last synced: 27 Apr 2026

https://github.com/akarshankapoor7/tensorflow_tutorial

This is an easy and fast tutorial for tensorflow. In data science, TensorFlow is an open-source machine learning framework by Google. It's used for building and training machine learning and deep learning models.

data-analysis data-science deep-learning machine-learning tensorflow

Last synced: 27 Apr 2026

https://github.com/haturusinghe/cnn-age-gender

This repository contains implementations of convolutional neural networks (CNNs) for age and gender classification using facial images from the UTKFace dataset.

age-detection convolutional-neural-networks gender-detection tensorflow

Last synced: 27 Apr 2026

https://github.com/payalord/tf-jupyterlab

Docker container with tensorflow and jupyterlab

jupyterlab tensorflow

Last synced: 01 Sep 2025

https://github.com/jackhowa/british-american-hello-ai

My wife (British) and I (American) made a model of us saying hello

ai audio-analysis teachable-machine tensorflow

Last synced: 15 Mar 2025

https://github.com/gurkengewuerz/microcontroller-tensorflow

Tensorflow lite used on a SAMD21 microcontroller in the arduino framework for activity recognition

arduino microcontroller platformio samd21 tensorflow tensorflow-lite tensorflow-lite-micro

Last synced: 27 Apr 2026

https://github.com/alexsomai/tensorflow-getting-started

Personal experiments to get started with TensorFlow

deep-learning machine-learning python tensorflow tensorflow-experiments

Last synced: 29 Apr 2026

https://github.com/serhatderya/fall_detection

This project implements a computer vision-based fall detection system using deep learning techniques. The system can detect whether a person has fallen in images or video frames.

ai artificial-intelligence artificial-neural-networks computer-vision deep-learning deep-neural-networks deeplearning falldetection matplo neural-network numpy opencv pil pillow pytorch tensorflow yolo yolov5 yolov8

Last synced: 11 Apr 2026

https://github.com/selcia25/sleep-disorder-detection

💤This project aims to develop an automated method for detecting sleep disorders from heart rate signals.

cnn-classification kmeans-clustering machine-learning matplotlib scikit-learn scipy sleep-disorders tensorflow

Last synced: 05 Jan 2026

https://github.com/lucko515/autoencoders-tensorflow

Different versions and their implementations of Autoencoders using Tensorflow.

artificial-intelligence autoencoder machine-learning mnist-dataset tensorflow

Last synced: 27 Apr 2026

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: 14 Apr 2026

https://github.com/anfany/python3-practice

基于Python3的多种工具实例代码、以及流行库的使用贴士

matplotlib numpy pandas python3 tensorflow tips

Last synced: 04 May 2026

https://github.com/jayakrishnagaddam/deep_sheild_

This is a Machine Learning applied Artificial intelligence project. Deepsheild is a cutting-edge deepfake detection system designed to safeguard the integrity of visual content in an era where synthetic media poses unprecedented challenges. Deepsheild stands as a robust fortress against the proliferation of manipulated videos and images.

artificial-intelligence bootstrap css cv2 deep-learning flask html machine-learning mongodb numpy tensorflow torch

Last synced: 11 Jan 2026

https://github.com/hasnainyaqub/6_Months_of_Data_Science_and_AI

A portfolio of my data science projects, including exploratory data analysis (EDA), machine learning, deep learning, and data visualization using Python, Pandas, NumPy, Plotly, Seaborn, and more.

ai data-science deep-learning eda fastapi flask machine-learning pandas plotly powerbi python pytorch scikit-learn scipy sql tableau tensorflow

Last synced: 24 Nov 2025

https://github.com/neuw84/eresblusa

Android App for detecting typical spirit drinks that every blusa should know

android image-classification tensorflow

Last synced: 28 Apr 2026

https://github.com/aakashdhakal/fruits-classification

A tool that can classify/recognize various fruits on the basis of input image made in python using tensorflow and keras library

keras machine-learning python tensorflow

Last synced: 16 Apr 2026

https://github.com/frederickroman/carscore

full-stack web app that scores cars using neural network trained on UCI car evaluation dataset

cars classifier express expressjs full-stack node nodejs tensorflow tensorflow-node tensorflowjs veutify vuejs vuejs2 vuex

Last synced: 05 May 2026

https://github.com/solrikk/pictrace-web

PicTraceV2 is a highly efficient image matching platform that leverages computer vision using OpenCV, deep learning with TensorFlow and the ResNet50 model, asynchronous processing with aiohttp, and Selenium for browser automation. PicTraceV2 allows users to upload images directly or provide URLs, quickly scanning a vast database to find image

automation computer-vision data-analysis data-extraction deep-learning image-processing image-search machine-learning natural-language-processing opencv openpyxl pandas python selenium tensorflow web-scraping yandex yandex-api

Last synced: 12 Apr 2026

https://github.com/mdaiyub/covid-19-detection

The emergence of Coronavirus Disease 2019 (COVID-19) in early December 2019 has caused immense damage to health and global well-being. Currently, there are approximately five million confirmed cases and the novel virus is still spreading rapidly all over the world. The chest X-ray images along with emerging Artificial Intelligence (AI) methodologies, in particular, Deep Learning (DL) algorithms have recently become a worthy choice for early COVID-19 screening. This work proposes a DL-assisted automated method using X-ray images for the early diagnosis of COVID-19 infection. We evaluate the effectiveness of the pre-trained Convolutional Neural Network (CNN) model. The model has been validated on publicly available chest X-ray images and it is obtained by CNN with an accuracy of 97.26%. This study will be useful for researchers to think about the design of more effective CNN-based models for early COVID-19 detection.

backend early-stopping global keras matplotlib modelcheckpoint numpy os pandas tensorflow

Last synced: 02 Apr 2026

https://github.com/ruzafa8/smartbuilding

Winning project of the hackathon at the Korea Electronics Technology Institute (KETI) with the award for Best Device Integration and Innovation. Smart building system using OneM2M protocol, featuring a smart parking system and an IoT-enabled elevator. The system automates parking access, elevator preparation, and home device activation.

arduino iot javascript license-plate-recognition mobius onem2m python react tensorflow

Last synced: 06 Feb 2026

https://github.com/amodinho/imperial-data-science

(WIP) An open source Data Science Curriculum that exposes you to Cloud-Native Data Science. 👩‍🔬👨‍🚀

azure data-science data-science-learning fastai kaggle python tensorflow

Last synced: 11 Apr 2026

https://github.com/kaushalprajapatikp/ann_classification_churn_modelling

This project utilizes an Artificial Neural Network (ANN) to predict customer churn for a bank, based on various customer attributes like demographics, financial details, and account behavior. The model performs binary classification to identify whether a customer is likely to leave the bank (churn) or stay.

artificial-neural-networks deep-learning keras keras-tensorflow machine-learning neural-network python sklearn tensorboard-visualizations tensorflow

Last synced: 09 Apr 2026

https://github.com/bjornmelin/stardex

🌟 Stardex: Explore GitHub Stars Intelligently. Stardex is a powerful web app that lets you search, filter, and cluster any GitHub user's starred repositories. Discover hidden patterns and find your next favorite project with intelligent, AI-powered exploration.

clustering ml nextjs search-engine shadcn-ui starred-repositories tailwindcss tensorflow

Last synced: 28 Apr 2026

https://github.com/elvis-not-presley-one/animal-image-recognition-model

An Image Recognition Model That uses a Convolution Neural Network with Tensorflow to be able to tell an animal from a non-animal image

cnn convolution-neural-network data-science dataset image-classification image-recognition machine-learning neural-network python tensorflow

Last synced: 16 Apr 2026

https://github.com/progaurab/tensorflowjs

A JavaScript library for training and deploying machine learning (ML) models in the browser and on Node.js

javascript tensorflow tensorflow-js

Last synced: 15 May 2026

https://github.com/diegoperea20/nextjs-classification-cats-and-dogs-with-tensorflowjs

Nextjs application for classifying images of cats and dogs using tensoflowjs, converting a.h5 model to tensorflowjs that is .json and .bin

cats classification dogs json model nextjs pynb python tensoflowjs tensorflow

Last synced: 12 Apr 2026

https://github.com/paulmg/unity-ml-challenge

A Machine Learning Unity 3d game consisting of a spaceship agent dodging missiles

2d-game csharp machine-learning python tensorflow unity3d

Last synced: 11 Apr 2026

https://github.com/ancs21/withdocker

Make anything easy with docker

docker object-detection tensorflow

Last synced: 28 Apr 2026

https://github.com/glenmiracle18/ai-video-sentimentml-ml_model

A project aimed at analyzing videos sentiments and emotions from a custom built machine learning model using tensorflow, python, etc

ai api-gateway aws docker ffmpeg machine-learning meld neon nextjs15 pandas python sagemaker-deployment tensorflow tokenizer

Last synced: 11 Apr 2026

https://github.com/phanakata/art_identification_using_cnn

Python package to indentify art painting with convolutional neural networks

convolutional-neural-networks indentifying-arts tensorflow tensorflow-models

Last synced: 16 Apr 2026

https://github.com/emalagoli92/van-classification-tensorflow

TensorFlow 2.X reimplementation of Visual Attention Network, Meng-Hao Guo, Cheng-Ze Lu, Zheng-Ning Liu, Ming-Ming Cheng, Shi-Min Hu.

computer-vision deep-learning image-classification python pytorch tensorflow transformers

Last synced: 05 Jan 2026

https://github.com/siris2314/tfcpp

TensorFlow Clone build in C++(Currently WiP)

cpp cpp-library cpp-programming deep-learning machine-learning tensorflow

Last synced: 28 Apr 2026

https://github.com/nvinayvarma189/deep-learning-with-tensorflow

This repo consists all the basics of tensorflow and all major Deep Learning algorithms and techniques implemented in tensorflow. It will explain you the basics of tensorflow. You can visualize how tensors flow through a grapg while you create one

autoencoder cnn deep-learning gan matplotlib neural-network numpy pandas python3 reinforcement-learning rnn tensorflow

Last synced: 11 Apr 2026

https://github.com/mathusanp/nyctodetect

Image brightness detection software

ai google javascript machinelearning tensorflow

Last synced: 28 Apr 2026