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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/silvermete0r/31github

31 Days of Programming Challenge - Machine Learning Algorithms & Data Analysis

data-science deep-learning machine-learning python statistics streamlit tensorflow

Last synced: 11 Jan 2026

https://github.com/ramonmedeiros/healthcare_costs

FreeCodeCamp exercise https://www.freecodecamp.org/learn/machine-learning-with-python/machine-learning-with-python-projects/linear-regression-health-costs-calculator

freecodecamp freecodecamp-ml machine-learning tensorflow

Last synced: 28 Jan 2026

https://github.com/mjahmadee/deeplearning2022

Welcome to Deep Learning 2022! This repository serves as a central hub for various deep learning projects created throughout the year. Explore the table below to dive into each project and discover the innovations and techniques used in deep learning research and applications.

computervision deeplearning keras nlp python pytorch tensorflow vision

Last synced: 08 Apr 2026

https://github.com/18520339/tf2-sequence-recognition-toolkit

TensorFlow 2 Toolkit for Sequence-level Text Recognition that simplifies the process of importing, handling, and visualizing sequence data, as well as providing most used loss functions and evaluation metrics in the development of Sequence Text Recognition models

ctc-loss deep-learning icdar2015 levenshtein-distance ocr optical-character-recognition tensorflow text-recognition tf-data

Last synced: 25 Jan 2026

https://github.com/marella/nn

A neural network library built on top of TensorFlow for quickly building deep learning models.

deep-learning machine-learning neural-networks nn python tensorflow

Last synced: 30 Apr 2025

https://github.com/vaibhavdavedev/deeplearning.ai-tensorflow-developer-professional-certificate

This repository contains my notes, assignments, and study materials from the DeepLearning.AI TensorFlow Developer Professional Certificate course. This repo is intended to help others who are learning TensorFlow and to provide a personal reference for the material covered in the course.

ai cnn coursera deep-learning deeplearning-ai keras-tensorflow machine-learning natural-language-processing neural-networks rnn sequences tensorflow time-series

Last synced: 23 Jan 2026

https://github.com/lennymalard/melpy-project

A NumPy-based deep learning library for building neural networks. It features an automatic differentiation engine and supports training models like LSTM, CNN, and FNN.

automatic-differentiation cnn data-preprocessing deep-learning fnn fnn-from-scratch from-scratch keras lstm machine-learning neural-network neural-networks neural-networks-from-scratch preprocessing pytorch tensorflow tokenizer

Last synced: 15 Sep 2025

https://gitlab.com/andreafavia/yaket

YAKET: YAML Keras Trainer (or Yet Another Keras Trainer) is a simple and lightweight trainer module to help you quickly develop Keras models by defining parameters directly from a YAML file.

keras python3 tensorflow trainer

Last synced: 07 Mar 2026

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: 16 Apr 2026

https://github.com/hrishi-3000/cloud-cover-nowcasting-using-convlstm

This repository uses a ConvLSTM model to predict cloud cover from satellite .tif images, leveraging both spatial and temporal data. It includes scripts for training, evaluation, and prediction.

cloud-cover-prediction computer-vision convolutional-neural-networks deep-learning image-processing lstm machine-learning remote-sensing satellite-data tensorflow tiff-images time-series

Last synced: 28 Apr 2026

https://github.com/summitkwan/dynamicnn

neural network with dynamics

dbm hopfield-network numpy rbm tensorflow

Last synced: 13 Apr 2026

https://github.com/swghosh/tfrecords-faster

Gear up TensorFlow TFRecords preparation from images.

images multiprocessing tensorflow tfrecords

Last synced: 29 Apr 2026

https://github.com/iv4n-ga6l/Lane_detection

Lane detection using tensorflow pre-trained model

cnn cnn-keras lane-detection pretrained-model python tensorflow

Last synced: 28 Apr 2025

https://github.com/cutupdev/barclays-plc-stock-price-prediction

This is Barclays PLC stock price prediction project using LSTM in Tensorflow Keras.

artificial-intelligence keras lstm-neural-network machine-learning prediction python tensorflow

Last synced: 20 Jan 2026

https://github.com/darshak-cloud/skin-disease-detection-using-machine-learning-with-ensemble-methods

This project detects nine skin diseases using machine learning and ensemble methods. It features a Flask web app for real-time image-based diagnosis via uploads or webcam.

flask html-css-javascript matplotlib python seaborn skimage skin skin-detection skin-disease-detection skins sklearn tensorflow

Last synced: 19 Aug 2025

https://github.com/heyfoz/python-asl-detection

A Python ASL detection script utilizing a TensorFlow image classification model trained from scratch. It is tailored to recognize American Sign Language (ASL) alphabet letters from live video streams, and provides documentation covering the neural network architecture, installation, dataset details, training procedures, and real-time detection.

asl asl-alphabet asl-alphabet-translator computer-vision convolutional-neural-networks data-science deep-learning hand-tracking image-classification image-recognition keras machine-learning mediapipe neural-network python tensorflow

Last synced: 02 Feb 2026

https://github.com/hemant2000-karens/tinyml-app-ios

This is the Shape image Classification of Geometric Images using Tensorflow, TensorFlow Lite, and Lite Micro

ios ios-app keras-tensorflow ml tensorflow tensorflow-lite tinyml tinyml-edx

Last synced: 12 Oct 2025

https://github.com/wizyoung/minimal-rnn-tensorflow

Implementation of Minimal RNN

minimalrnn rnn tensorflow

Last synced: 29 Apr 2026

https://github.com/asirwad/color-craft-gan

🌈Image colorization using Generative Adversarial Networks implemented in tensorflow 🌈

deep-learning generative-adversarial-network keras pyqt5-desktop-application tensorflow

Last synced: 14 Mar 2025

https://github.com/tahangz/dl-playground

A collection of hands-on projects exploring deep learning concepts using TensorFlow and Keras. Each project demonstrates core techniques (e.g., CNNs, RNNs, Transformers, autoencoders, GANs, etc.) with clean, well-documented code and datasets for learning and experimentation.

cnn deep-learning keras nueral-networks rnn tensorflow transformers

Last synced: 17 Oct 2025

https://github.com/jamormoussa/keratorch

Keratorch: A Keras-style high-level API for building and training models in PyTorch

deep-learning keras machine-learning model pytorch tensorflow training

Last synced: 14 Apr 2025

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: 25 Feb 2025

https://github.com/mohamedyasser951/machinelearning

MachineLearning && Neural Network Projects

machine-learning neural-network python tensorflow

Last synced: 16 Apr 2026

https://github.com/roqhdehd502/namin-neural-network

This is my first deep learning Work-piece.

jupyter-notebook python3 tensorflow

Last synced: 16 Apr 2026

https://github.com/alvii147/smartwardrobe

Program that identifies pieces of clothing

keras matplotlib pillow pyqt5 tensorflow

Last synced: 07 May 2026

https://github.com/evanatyourservice/apollo-tf

Apollo optimizer in tensorflow

apollo optimizer tensorflow tensorflow2 tf tf2

Last synced: 16 May 2026

https://github.com/mbfakourii/facemask

Implement Face Mask detection

cnn dense face-mask python tensorflow

Last synced: 04 May 2026

https://github.com/sayed-ashfaq/creditcard_frauddetection_nn

Built my first Neural Network model that detects the fraud alerts in any transaction done by the users.

deep-learning finance fraud-detection keras-tensorflow neural-networks tensorflow

Last synced: 18 Apr 2026

https://github.com/ricky2054/human_pose_estimator

Human_Pose_Estimator uses machine learning to detect and track human body poses from images or videos, enabling applications in fitness, gesture recognition, and AR/VR.

opencv python3 pytorch streamlit tensorflow

Last synced: 11 Apr 2026

https://github.com/bunu23/image-classification-resnet50-streamlit

This project demonstrates an image classification system using ResNet50, fine-tuned on a custom dataset. It includes a Streamlit application for user interaction, allowing image uploads and classification results. It integrates Google's generative AI models for enhanced analysis.

cnn deep-learning generative-ai keras matplotlib numpy pillow python resnet-50 streamlit tensorflow

Last synced: 07 Apr 2026

https://github.com/rgrupesh/sarcasm-detector

Web app that detects sarcasm with—around—80% accuracy.

python streamlit tensorflow

Last synced: 17 Apr 2026

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: 04 May 2026

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

머신러닝, 딥러닝 한글 번역 저장소

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

Last synced: 17 Apr 2026

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: 09 Apr 2026

https://github.com/richayadav03/sign-language-detection-and-conversion-to-text-and-speech

This Python-based project employs deep learning (LSTM) and computer vision to detect sign language gestures, converting them into text and speech. It enhances communication for the hearing-impaired.

gtts lstm opencv python tensorflow

Last synced: 03 Feb 2026

https://github.com/anshlulla/melodify

Exploring Generative Music using Autoencoders

autoencoders python tensorflow

Last synced: 17 Apr 2026

https://github.com/repetere/jsonstack-math

math, linear algebra, matrix and other helpers

linear-algebra machine-learning matrix-factorization tensorflow

Last synced: 07 Feb 2026

https://github.com/johnberroa/tensorflow-function-guides

Notebooks to provide examples of how to use some Tensorflow functions

tensorflow tensorflow-examples tensorflow-tutorials

Last synced: 29 Apr 2026

https://github.com/erfan-mtzv/pediatric-sleep-apnea-spo2-analysis

Tools for preprocessing SpO₂ signals and evaluating deep learning models to assess pediatric sleep apnea severity.

attention-mechanism deep-learning pediatric-sleep-apnea pytorch signal-processing tensorflow

Last synced: 07 Feb 2026

https://github.com/vermavinay982/feature-map-visualizer-grad-ascent

What a neural network captures? The filter and feature-maps can be visualized with any image to test with.

cnn deep deep-learning dl feature filter keras maps neural-network opencv python tensorflow

Last synced: 10 Apr 2026

https://github.com/jeonghunyoon/text-classification-tensorflow

Tensorflow highlevel api implementation of "Convolutional Neural Networks for Sentence Classification"

cnn neural-network semantic-analysis tensorflow tensorflow-experiments tensorflow-high-level-apis text-classification

Last synced: 21 Jan 2026

https://github.com/vtomlin1/portfolio

Here are some projects that I have worked on.

databases machine-learning mysql pandas-python python tableau-public tensorflow

Last synced: 07 Jan 2026

https://github.com/axelseancp/cat_breed_classification

A machine learning project for image classification from dicoding machine learning course

computer-vision image-classification machine-learning python tensorflow

Last synced: 07 May 2026

https://github.com/xraycheng/tensorflow_iris_fix

Since the origin iris sample doesn't work with the new tensorflow(like 1.0, 0.12), so here is the fix version of that.

tensorflow tensorflow-tutorial

Last synced: 07 Feb 2026

https://github.com/kavayk29/quora-duplicate-question-pair

This project improves information retrieval by detecting duplicate question pairs in the Quora dataset using data exploration, text preprocessing, feature engineering, and models like Random Forest and LSTM, aiming to streamline question-answering.

beautifulsoup4 bilstm gensim keras lstm matplotlib numpy pandas pytorch random-forest seaborn sklearn tensorflow xgboost

Last synced: 21 Jan 2026

https://github.com/abhinav2087/forest-fire-and-smoke-detection

This project aims to detect forest fires and smoke in images using a Convolutional Neural Network (CNN) implemented with TensorFlow and Keras. The dataset contains images categorized as fire, smoke, and non-fire.

cnn cnn-keras deep-learning tensorflow

Last synced: 20 May 2026

https://github.com/dev-khant/cars-vs-bikes

Cars and Bike Classifier

cnn efficientnet flask tensorflow

Last synced: 18 Apr 2026

https://github.com/tiennhm/crnn-ocr

OCR using CRNN (CNN - Deep Bidirectional LSTM) and CTC loss

cnn ctc-loss deep-learning keras-tensorflow lstm neural-network ocr optical-character-recognition rnn tensorflow

Last synced: 06 May 2026

https://github.com/seigtm/pyposture

Course work code for my university's (SPbPU) course "Computer Architecture".

computer-architecture ipynb ipython-notebook python python3 spbpu spbstu tensorflow tensorflow-examples

Last synced: 30 Sep 2025

https://github.com/mohamedhasan60/plant-disease-and-crop-recommendation

An intelligent agricultural system that integrates Artificial Intelligence (AI) and Internet of Things (IoT) to support farmers. It: - Suggests the best crops to grow based on temperature and humidity (via sensors). - Diagnoses plant diseases using deep learning and camera input. - Recommends suitable treatments to reduce waste and improve product

agriculture ai computer-vision deep-learning esp32 flask iot keras mobilenet plant-disease smart-farming tensorflow

Last synced: 04 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/kavithma-thushal/animal-classification-ai

Welcome to the Animal AI project! This web application uses a deep learning model to predict the class of an animal based on an uploaded image.

ai model python tensorflow

Last synced: 11 Feb 2026

https://github.com/andriamahay11master/firesight-ai

FireSight AI is an intelligent fire and smoke detection system that goes beyond traditional object detection by analyzing real-time video streams and assessing risk levels dynamically. The platform combines deep learning with a modern web interface to detect fire hazards, monitor their evolution, and trigger alerts when danger increases.

ai fastapi opencv python reactjs recharts tensorflow uvicorn vitejs websockets yolov8

Last synced: 04 Jun 2026

https://github.com/markoshb/my-data-science-learning-projects

Short but illustrative notebooks to showcase data-analysis in Python

data-science matplotlib-pyplot pandas python pythorch scikit-learn tensorflow

Last synced: 05 Apr 2026

https://github.com/sepmein/oyou

Build and make use of tensorflow model with pleasure and flexibility

machine-learning tensorflow

Last synced: 21 May 2026

https://github.com/codetit4n/backpropagation

Simple Backpropagation using churn modelling dataset

churn-modelling ml python tensorflow tensorflow-tutorials tutorial

Last synced: 03 Oct 2025

https://github.com/kenya-sk/deep-individual-tracker

"deep-individual-tracker" is a deep learning-based tracking method that takes into account the overlap of individuals to detect. This repository provides annotation, detection, trackers, and monitoring tools.

cnn density-map monitoring opencv tensorflow tracking

Last synced: 09 Mar 2026

https://github.com/eva-kaushik/tensorflow-tool-time-series

Tensorflow Tool for Time-Series

tensorflow tensorflow-models

Last synced: 08 Mar 2026

https://github.com/niranjanchaudhari0929/detecting-brain-tumor-using-deep-learning-models

Prediction model developed for predicting presence and type of brain tumor using MRI scans of brain.

matplotlib pandas seaborn sklearn tensorflow

Last synced: 05 Apr 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/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: 01 Mar 2026

https://github.com/sarah627/deep-learning

This repo contains deep learning projects, applications on DL concepts, and DL roadmap

classification cnn deep-learning jupyter-notebook keras neural-network python tensorflow

Last synced: 18 Apr 2026

https://github.com/bhargav-joshi/img-caption-generator

Automatically creating the description or caption of an image using any natural language sentences is a very challenging task. It requires both methods from computer vision to understand the content of the image and a language model from the field of natural language processing to turn the understanding of the image into words in the right order. In addition to that we have discussed how this model can be implemented on web and will be accessible for end user as well.

flask jupyter-notebook keras machine-learning nlp nltk numpy pandas python tensorflow

Last synced: 09 Apr 2026

https://github.com/cmac-ire/machine-learning-app

An intuitive and user-friendly web application developed using Python to classify X-ray images and identify if they indicate the presence of pneumonia.

ai algorithm artificial-intelligence artificial-neural-networks cnn-keras convolutional-neural-networks covid-19 keras-classification-models machine-learning neural-network tensorflow

Last synced: 17 Apr 2026

https://github.com/florensadimer/snoring_detector_deep_learning

Este projeto contém um modelo de deep learning baseado em um tutorial do TensorFlow para identificar sons de ronco (snoring) e não ronco (not snoring). Desenvolvido como parte de um projeto de pesquisa na PUCRS, que visa auxiliar na análise de distúrbios do sono.

deep-learning health keras python snoring spectrogram tensorflow

Last synced: 19 Apr 2026

https://github.com/kyscg/tf-models

Official Log for GSoC 2020 with TensorFlow.

gsoc-2020 tensorflow tensorflow-models

Last synced: 28 Jan 2026

https://github.com/nayankanaparthi/song-poetry-generation-model

This open-source project aims to train a model that can learn from a collection of Irish songs and generate poetic lyrics inspired by the rich cultural heritage of Ireland.

bidirectional-lstm generativeai python recurrent-neural-networks rnn-tensorflow sequential-models tensorflow

Last synced: 19 Apr 2026

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

A simple study on how to use Tensorflow platform (without Keras) for a simple number classification task using a Neural Network.

batch-normalization deep-learning dropout-layers mnist-classification mnist-dataset neural-network tensorflow

Last synced: 20 Apr 2026

https://github.com/kichuman28/wisecare-fall_detection_model

WiseCare Fall Detection System is an innovative solution designed to enhance elderly care and safety monitoring. Using advanced computer vision and machine learning techniques, our system provides real-time fall detection capabilities, helping caregivers respond quickly to potential emergencies.

docker flask tensorflow yolov11

Last synced: 10 Aug 2025

https://github.com/sergioskar/datascience

Implementation of Data Science Algorithms ,Data imported from SQL Database

data-science python recommender-system recurrent-neural-networks regression sklearn tensorflow

Last synced: 12 Apr 2026

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: 12 Apr 2026

https://github.com/marcus-24/stock-predictor-ml-training

Machine Learning Operations (MLOps) pipeline for my stock prediction forecast model

hugging-face neptune-ai tensorflow time-series-forecasting yahoo-finance

Last synced: 17 May 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/tasninanika/convolutional_neural_network-cnn

A deep learning project to classify handwritten digits (0–9) using a Convolutional Neural Network (CNN). This project builds a CNN model with TensorFlow/Keras to classify digits with high accuracy.

keras tensorflow

Last synced: 06 May 2026

Tensorflow Awesome Lists
awesome-quantum-machine-learning 267 awesome-deep-learning-resources 141 awesome-colab-notebooks 807 awesome-robotics 72 awesome-tensorflow-lite 110 Awesome-TensorFlow-Chinese 107 CV-pretrained-model 103 awesome-ml-demos-with-ios 93 awesome-AutoML-and-Lightweight-Models 150 Awesome-GANs 94 awesome-tensorflow-2 156 Awesome-Denoise 164 ai4artists 286 graph-networks 246 awesome-tensorlayer 51 awesome-python-machine-learning-resources 1,884 awesome-tensorflow-js 56 awesome-adaptive-computation 173 bert-in-production 45 awesome-dotnet-machine-learning 134 Awesome-Tensorflow2 105 awesome-Multi-Document-Summarization 56 awesome-imgcook 37 awesome-keras 46 TensorFlow-Guide 819 fucking-awesome-tensorflow 130 free-tensorflow-resources 80
Tensorflow Categories
Blog posts <a name="blogs" />📃 361 Tutorials 339 Models with samples 275 Research 263 Research Papers 230 Uncategorized 202 1.) Neural Architecture Search 194 文本数据和NLP 190 Projects 188 Learning 172 数据可视化 133 机器学习框架 128 Papers 120 图像数据与CV 115 模型的可解释性 104 Descriptive Resources 104 超参数优化和AutoML 100 Model Deployment library 99 Posts and Articles 89 Papers & Codes 89