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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/khaledassassins/cv--plants_seedling_classification

A robust image classifier using CNNs to efficiently classify different plant seedlings and weeds to improve crop yields and minimize the extensive human effort to do this manually.

cnn-for-visual-recognition confusion-matrix cv2-library imagedatagenerator label-binarizer learning-rate matplotlib numpy-library pandas-library seaborn tensorflow tensorflow-keras train-test-validation vgg16-model

Last synced: 12 Aug 2025

https://github.com/sk-g/mnist_beginners

Model search in traditional machine learning algorithms (non DL) and DL starter codes on MNIST dataset. This is a good starter code for beginners trying to learn about curse of dimensionality, overfitting and other concepts in general

keras machine-learning machine-learning-algorithms mnist mnist-beginners mnist-classification mnist-dataset numpy overfitting python pytorch pytorch-implmention resnet resnet-50 scikit-learn scikitlearn-machine-learning sklearn tensorflow

Last synced: 09 Apr 2026

https://github.com/michelecortiana/digitml

This school project uses Machine Learning 🤖 to recognize digits and letters with an advanced algorithm. It includes a Java servlet ☕ for the backend, a PHP web app 🌐 for the UI, an Android app 📱 for mobile access, and a Python server 🐍 (Flask + TensorFlow) for image processing. 🚀

androidstudio apachenetbeans flask java machine-learning php servlet tensorflow

Last synced: 09 Apr 2026

https://github.com/aravinda-1402/covid-detection-model-using-chest-x-ray

The objective of this project is to develop a Deep Learning Model to identify the X-Rays of healthy vs. Pneumonia (Corona) afflicted patients using the Chest X-Ray dataset, and use this model to power the AI application to test the Corona Virus in a faster phase.

classification cnn covid flask keras numpy pandas tensorflow

Last synced: 09 Apr 2026

https://github.com/gauravtrivedi967/sentiment-analysis-for-depression-based-on-social-media-post

This project will scrap subreddits from reddit and then it will use deep learning for training the model, and then it is deployed on flask using a simple GUI

cnn-classification cnn-model csv deep-learning flask html5 keras pickle python sentiment-analysis tensorflow

Last synced: 09 Apr 2026

https://github.com/filnow/forest-cover

training, evaluation and api for forest-cover dataset

forest-cover-type-prediction kaggle keras keras-tuner rest-api sklearn tensorflow

Last synced: 09 Apr 2026

https://github.com/shibam120302/pancard_tempering_dectector_app

The purpose of this project is to detect tampering/fraud of PAN cards using computer vision. This project will help the different organizations in detecting whether the Id i.e. the PAN card provided to them by their employees or customers or anyone is original or not.

flask flask-application juypter-notebook opencv python tensorflow

Last synced: 09 Apr 2026

https://github.com/arsath-eng/face_classification

a deep learning project that uses ResNet and Inception architectures to classify real vs AI-generated face images. The project includes two models trained on a custom dataset, achieving validation accuracies of 52.45% (ResNet) and 52.94% (Inception). Built with TensorFlow and Flask, and a web interface for real time face classification

ai-detection computer-vision deep-learning face-detection flask image-classification machine-learning tensorflow

Last synced: 01 May 2026

https://github.com/viddesh1/hte

Implementation of the TCS ION Remote Internship RIO-125

ai cnn computer-vision crnn-ocr ctc-loss keras matplotlib-pyplot tensorflow

Last synced: 09 Apr 2026

https://github.com/ayushmankumar7/neural-style-transfer

Believe me, Something Magical is going to appear. O_O

keras-tensorflow neural-networks python3 tensorflow

Last synced: 18 Jan 2026

https://github.com/datasagess/fic

NLP Hackaton \w NN + FastAPI + Docker

catboost cuda docker fastapi lstm python pytorch rapidfuzz tensorflow

Last synced: 08 Aug 2025

https://github.com/snigdho8869/spam-email-detection

This repository contains various machine learning models for spam detection. These models can be used for email or text-based spam detection in different applications.

artificial-intelligence bert cybersecurity deep-learning email-filtering ensemble-learning flask flask-application logistic-regression lstm machine-learning natural-language-processing python random-forest spam-detection svm tensorflow text-classification web-development webapp

Last synced: 08 May 2026

https://github.com/n-ziermann/tf-js-storage

A way to store tensorflow.js tensors in web storage

javascript storing-tensors tensor tensorflow tensorflow-js web-storage

Last synced: 01 Oct 2025

https://github.com/psgebeline/continuum_neural_network

An artificial neural network used for distinguishing between signal and continuum B events in Belle II monte carlo based on event topology. Competition submission for Belle II CNN competition, placed 5th with 95% efficiency.

callbacks convolutional-neural-networks feature-selection keras python relu-activation tensorflow

Last synced: 18 Apr 2026

https://github.com/dafwa/deteksi-emosi-wa

Deteksi Emosi pada Percakapan WhatsApp Menggunakan Jaringan Syaraf Tiruan Berbasis Fusi Fitur Teks, Emoji, Timestamp, dan Pola Kapitalisasi

keras multilayer-perceptron python streamlit tensorflow

Last synced: 13 Apr 2026

https://github.com/zakirangwala/emotion-classifier

The model classifies seven emotions: Anger, Contempt, Disgust, Fear, Sadness, Happy, and Surprise, using an ensemble of pre-trained VGG16, ResNet50, and InceptionV3 models. For a demonstration, refer to app.py, which constructs a Gradio app and integrates with Spotify to offer playlists tailored to each detected emotion.

artificial-intelligence gradio jupyter-notebook keras opencv python tensorflow

Last synced: 30 Sep 2025

https://github.com/nhanphamthanh-it/handwritten-digits-classification

✏️ An AI-driven web app for handwritten digit recognition using the MNIST dataset. It leverages TensorFlow for deep learning model training and Gradio to create an intuitive, interactive UI. Users can draw digits and receive instant predictions, showcasing practical AI deployment and real-time inference capabilities.

artificial-intelligence classification dataset deep-learning gradio gradio-interface handwritten-digit-recognition jupyter-notebook learning-materials machine-learning mnist model-training network-layer neural-network open-source python realtime-rendering tensorflow web-application

Last synced: 05 Aug 2025

https://github.com/hypersolution1/libtf

This library performs non-blocking inference on tensorflow frozen model. Based on the Tensorflow C API.

nodejs npm-package tensorflow

Last synced: 02 May 2026

https://github.com/bhuvan2018/enhancing_image_clarity_denoising_autoencoder

A lightweight Flask web application that performs real-time face image deblurring using a custom CBAM-enhanced U-Net model served via TensorFlow. It includes intelligent image enhancement, PSNR/SSIM/MAE/MSE metrics, and a clean UI to visualize deblurred results. Optimized for both mobile & desktop images, by restoring image clarity.

daisyui docker flask lenis python tensorflow threejs

Last synced: 09 Apr 2026

https://github.com/thavinduushan/linear-regression

A linear regression model to predict premium price of an insurance. The dataset includes around 1,000 observations. The project, aimed at learning, was implemented in Jupyter notebooks using NumPy, Matplotlib, Pandas, Keras, and TensorFlow.

matplotlib numpy pandas python tensorflow

Last synced: 09 Apr 2026

https://github.com/gellanz/lego_minifigures_classification

Project to learn data augmentation honing my Tensorflow skills

computer-vision data-augmentation python tensorflow

Last synced: 13 Apr 2026

https://github.com/hakanozger/handwritten-digit-recognizer

A deep learning-based handwritten digit classification system using Flask (backend) and React (frontend). The model is trained on the MNIST dataset with CNN and data augmentation for improved accuracy.

ai deep-learning docker docker-compose flask image-classification machine-learning python tensorflow

Last synced: 09 Apr 2026

https://github.com/skt1803/ai-explanation-tool-grid-explainer

Visual AI explanation tool using grid-based occlusion for CNN interpretability.

cnn explainable-ai grid-explainer grid-layout keras lime masking occlusion-model resnet-50 shap tensorflow visualization

Last synced: 13 Apr 2026

https://github.com/yunjaechoi/rlagent

Reinforcement learning framework in tensorflow, compatible with OpenAI Gym like environments.

a2c ddpg reinforcement-learning tensorflow

Last synced: 11 May 2026

https://github.com/tromesh/attendance-predictor

Student Attendance predictor for Scheduling lecture sessions

matplotlib numpy pandas tensorflow

Last synced: 05 May 2026

https://github.com/lingumd/neural_network_charity_analysis

Machine learning and neural networks used to create a binary classifier capable of predicting whether applicants will be successful if funded by Alphabet Soup.

deep-learning machine-learning matplotlib-pyplot neural-networks onehotencoder pandas scikit-learn seaborn standardscaler tensorflow

Last synced: 13 Apr 2026

https://github.com/L-Gre/TradeFX-AI

A Python-based project exploring algorithmic trading strategies, including backtesting, real-time data integration, and predictive modeling with TensorFlow and Keras. Key topics include technical indicators, risk management, and leveraging AWS and broker APIs for automated trading.

algorithmic-trading aws backtesting broker-api keras machine-learning matplotlib numpy pandas portfolio-optimisation python real-time-data-integration risk-management technical-indicators tensorflow

Last synced: 26 Sep 2025

https://github.com/allanreda/video-processing-and-categorization

Video processing and categorization using computer vision, machine learning and cloud computing

bigquery cloud-storage-bucket cnn computer-vision google-cloud kmeans-clustering machine-learning opencv2 tensorflow virtual-machine

Last synced: 13 Apr 2026

https://github.com/petrroll/gnd-ai-tools

A series of smaller projects connected to a theatre performance in june 2019 by @gnd

human-computer-interaction machine-learning stt tensorflow tts

Last synced: 10 May 2026

https://github.com/carlostojal/barnaby

Barnaby is a personal assistant API. This makes it offer many possibilities for integration with your projects. It uses APIs such as NewsAPI and DuckDuckGo Instant Answer API. It works using a neural network built with TensorFlow.

barnaby duckduckgo flask neural-network news newsapi openweathermap python tensorflow weather

Last synced: 03 May 2026

https://github.com/adityasreevatsak/smartflow

SmartFlow enhances bike-sharing efficiency by combining deep reinforcement learning with agentic AI. The RL model optimizes bike distribution, while agentic AI coordinates real-time actions, like alerting truck drivers. This scalable approach ensures smart decisions and timely execution for urban transport.

agentic-ai jupyter-notebook keras open-ai-gym pandas python pytorch reinforcement-learning scikit-learn seaborn stable-baselines3 tensorflow

Last synced: 13 Apr 2026

https://github.com/comhendrik/trafficsign_recognizer

This project involves developing a Traffic Sign Detection and Recognition system using a deep learning model built with Keras. Its goal is interpreting traffic signs in real-time.

computer-vision keras machine-learning opencv-python python sequential-model tensorflow

Last synced: 09 Apr 2026

https://github.com/santiagoasp98/tomato-disease-classification

Tomato disease classification using deep learning with TensorFlow, Keras and FastAPI.

deep-learning disease-prediction fastapi keras neural-network python tensorflow tomato

Last synced: 09 Apr 2026

https://github.com/mrmalik2512/catsvsdog.github.io

A CNN model integrated with flask backend the project is trained on image data of dogs and cats and integrated with a website predicts the given image is dog or a cat

deep-learning numpy python scikit-learn tensorflow

Last synced: 09 Apr 2026

https://github.com/rootfs/tfserving-resnet-client-go

Tensorflow Serving ResNet gPRC Go Client

golang grpc grpc-go resnet tensorflow tfserving

Last synced: 12 May 2026

https://github.com/san279/rc-self-driving-car-tensorflow

Remote Control self driving car using an overclocked Raspberry Pi 4

node-red python3 raspberry-pi-4 tensorflow

Last synced: 03 Jan 2026

https://github.com/moustafamohamed01/fruits-and-vegetables-image-recognition-dataset

Fruits and Vegetables Image Recognition Dataset 🥦🍎🍌 A deep learning-based image classification project using a Convolutional Neural Network (CNN) to recognize different fruits and vegetables. Built with TensorFlow and Keras, this model is trained on a labeled dataset and can classify images with high accuracy.

convolutional-neural-networks deep-learning image-classification keras machine-learning python tensorflow

Last synced: 13 Apr 2026

https://github.com/ashar97/advanced-machine-learning

Advanced Machine Learning MOOC Specialisation Assignments

keras numpy python3 tensorflow

Last synced: 09 Apr 2026

https://github.com/kiapanahi/handson-machine-learning-book-playground

Sample codes and practices around the book "Hands-On Machine Learning with Scikit-Learn and TensorFlow"

machine-learning python scikit-learn tensorflow

Last synced: 09 Apr 2026

https://github.com/guifernandess7/mediscanai

MediScanAI is a computer vision healthcare web application applying AI for medical insights. It classifies different brain tumor types based on tomography images.

django djangorestframework docker image-classification tensorflow

Last synced: 13 Apr 2026

https://github.com/aymane-maghouti/machine-learning-basics

This is a basic repository which contains a simple application of machine learning algorithms and some statistical methods for data analysis

algorithm keras machine-learning neural-network python sklearn supervised-learning tensorflow unsupervised-learning

Last synced: 09 Apr 2026

https://github.com/puravparab/whatanimal

Machine learning web application that classifies animal images using CNNs

deep-learning django machine-learning python react tensorflow

Last synced: 09 Apr 2026

https://github.com/apal21/tensorflow-pima-indians-dataset-classification

Pima Indians Dataset classification using Tensorflow Linear Classifier and DNN Classifier.

classification deep-neural-networks kaggle linear-classifier pandas pima-indians-dataset scikit-learn tensorflow

Last synced: 09 Apr 2026

https://github.com/mathemage/kaggle

a repository for Kaggle competitions and tutorials

data-science deep-learning kaggle keras machine-learning pytorch tensorflow

Last synced: 09 Apr 2026

https://github.com/v-siva1703/music-recommendation-based-on-facial-expression

Recommending music based on your facial expressions using FER 2013 dataset and Sporify app

emotion flask flask-application kaggle ml music music-bot musicrecommendationsystem opencv python tensorflow

Last synced: 09 Apr 2026

https://github.com/grascya/brain-tumours-classification-cnn

Predict Brain tumors (glioma, meningioma & pituitary) Using a Convolutional Neural Network

brain-tumor-classification cnn-classification deep-learning keras neural-networks tensorflow

Last synced: 10 Mar 2026

https://github.com/sabtain-dev/tensorflow

Learn and implement CNNs using TensorFlow and Keras, covering image preprocessing, classification, callbacks, visualizations from foundational concepts to real-world applications.

tensorflow tensorflow-examples tensorflow-tutorials tensorflow2

Last synced: 16 May 2026

https://github.com/upbit/tensorflow_udacity

Tensorflow / Udacity notebooks with answer

notebooks tensorflow udacity

Last synced: 02 May 2026

https://github.com/wayn-git/catvsdogui

The Cat vs Dog Classifier is a sophisticated computer vision application built using transfer learning with ResNet50 architecture. This enterprise-grade solution provides real-time image classification with industry-standard accuracy and reliability.

cats classification dogs image-classification jupyter-notebook machine-learning python streamlit tensorflow

Last synced: 13 Apr 2026

https://github.com/nathadriele/transaction_fraud_prevention_pipeline

Uma solução de detecção e prevenção de fraudes em transações financeiras, combinando Machine Learning, regras de negócio e análises estatísticas avançadas. O sistema oferece um dashboard interativo para monitoramento em tempo real, análise de dados e gestão de alertas de fraude.

data-analysis data-visualization docker fraud-prevention machine-learning matplotlib numpy pandas pipeline pytest python scikit-learn scipy seaborn streamlit tensorflow transaction xgboost

Last synced: 10 Apr 2026

https://github.com/allanotieno254/loan-approval-prediction

This project predicts whether a loan application will be approved or rejected based on various applicant details.

binary-classification data-preprocessing deep-learning evaluation-metrics feature-engineering normalization tensorflow

Last synced: 18 May 2026

https://github.com/aggrathon/trafficsignrecognizer

A neural network for recognizing traffic signs in images

ai android android-app machine-learning neural-network python python3 tensorflow

Last synced: 13 Apr 2026

https://github.com/jofaval/ionosphere

Binary Classification of Ionosphere signals at Goose Bay, Labrador in 1988

data-analysis data-science data-visualization deep-learning google-colab keras machine-learning python scikit-learn tensorflow uci xgboost

Last synced: 09 Apr 2026

https://github.com/kieranlitschel/contextualised-image-classifiers

Mahajan et al. and Yalniz et al. demonstrate the benefit of pre-training on large unlabeled image datasets using user tags as labels for weak-supervision. We take this approach further, considering whether the use of user tags in large labeled image datasets is beneficial.

computer-vision flickr hashtags image-classification object-detection openimages social-media tensorflow usertags yfcc100m

Last synced: 12 Feb 2026

https://github.com/batazor/roof

All of a heap

tensorflow

Last synced: 20 May 2026

https://github.com/eliasdehondt/mnist-ann-live-demo

Live demonstration of a neural network for classifying handwritten digits from the MNIST dataset, complete with code, instructions, and a hands-on experience for understanding and implementing image classification using neural networks.

deep-learning handwritten-digit-recognition image-classification machine-learning mnist neural-networks python tensorflow web-demo

Last synced: 27 Jul 2025

https://github.com/richayadav03/potato-disease-classification

This project uses deep learning to classify potato diseases from leaf images. A CNN model is trained to detect conditions like late and early blight, aiding in early disease identification for better crop management.

cnn-classification convolutional-neural-networks deep-learning python tensorflow

Last synced: 13 Apr 2026

https://github.com/noxs1d/cv-emotion-classification

This project is a deep learning-based system for detecting human emotions from facial images using TensorFlow, OpenCV, and NumPy.

cnn cnn-classification dockerfile keras numpy opencv tensorflow transfer-learning

Last synced: 09 Apr 2026

https://github.com/minhosong88/wide_and_deep_network_bank_marketing

This project is part of a lab assignment where we explored the application of wide and deep networks to the Bank Marketing dataset.

keras machine-learning neural-network optimization python tensorflow wide-and-deep

Last synced: 19 Feb 2026

https://github.com/egiiputra/corn-stem-disease-classification

Image classification using CNN with various architectures and optimizers

cnn deep-learning image-classification machine-learning tensorflow

Last synced: 19 May 2026

https://github.com/mkdirer/disaster-tweet-nlp-adaboost-transformers

A machine learning project that classifies tweets as disaster-related or non-disaster-related using transformers and the AdaBoost technique. Achieved an accuracy of approximately 80% on the validation set

geopy keras matplotlib numpy pandas python sklearn tensorflow

Last synced: 12 Apr 2026

https://github.com/tjarkpr/ate

Transformation of TensorFlow text classification models into local interpretable models to explain the base model decisions via effects.

classification explainable-ai nlp tensorflow

Last synced: 14 Jan 2026

https://github.com/arush18/stock-price-prediction

Stock Price Prediction using Machine Learning, featuring data preprocessing, time series analysis, and model evaluation.

finance neural-network sklearn supervised-machine-learning tensorflow time-series-analysis yfinance-api

Last synced: 13 Apr 2026

https://github.com/ledsouza/deep-learning-noticias

Este projeto visa construir dois modelos de Machine Learning: um para classificar notícias em diferentes categorias e outro para realizar o autocomplete de texto, prevendo a próxima palavra em uma frase. O conjunto de dados fornecido consiste em notícias de um site de notícias, já pré-processadas e armazenadas em um arquivo CSV.

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

Last synced: 08 Mar 2026

https://github.com/dk56/snare

SNARE: Scorebased Neural Architecture REduction

deep-learning keras neural-networks python tensorflow

Last synced: 03 Jan 2026

https://github.com/abdouaziz/neural-machine-translation

A Seq2seq Natural Machine Translation

nmt seq2seq-model tensorflow translation

Last synced: 22 Apr 2026

https://github.com/geetu040/fetcher

AI GAME: We have a random maze and 2 agents at random places. You control the Fetcher and find the way through the maze to get ot the target. You can automate the Fetcher to use trained models that help Fetcher fetch the target by itself. The models are based on deep neural networks, implemented by tensorflow and Keras API. The models are so efficiently trained, they find ways through the maze without hitting the walls and have an accuracy of more than 99%

artificial-intelligence css deep-learning html javascript jupyter-notebook machine-learning matplotlib neural-networks numpy python sklearn tensorflow web-design

Last synced: 13 Apr 2026

https://github.com/rudojaksa/tfnohup2dat

extract data from the tensorflow (nohup) log

tensorflow

Last synced: 17 May 2026

https://github.com/andrewsy1004/mask-detection

Mask detection system capable of identifying individuals with or without masks

kaggle keras python scikit-learn tensorflow

Last synced: 08 Apr 2026

https://github.com/colorblank/tensorflow_serving_config

Python utilities for reading, writing, and validating TensorFlow Serving models.config files. This project provides a convenient way to programmatically manage your TensorFlow Serving model configurations using Python.

config tensorflow tensorflow-serving

Last synced: 14 Jan 2026

https://github.com/mnwanx/shoes_class

Shoes Classifier with TensorFlow Lite running on web browser

ai artificialintelligence deep-learning machine-learning tensorflow

Last synced: 15 May 2026

https://github.com/vignesh-p3007/mangomedix

MangoMediX 🌿 – AI-powered mango leaf disease prediction system using ResNet50, Flask, and a user-friendly web interface. Detects 8 mango leaf diseases with 92% accuracy and provides treatment suggestions.

agriculture-ai cnn computer-vision flask keras mango-disease-detection plant-disease-detection resnet50 smart-farming student-mini-project tensorflow transfer-learning

Last synced: 07 May 2026

https://github.com/codecraft-sanju/medvisionai-medical-image-ai-vision.

MedVisionAI is an AI-powered platform that analyzes ultrasound images to detect PCOS and provide actionable recommendations. Using CNN-based deep learning and generative AI, it ensures fast, accurate diagnosis, reduces errors, and supports clinicians with instant insights all while maintaining patient privacy and compliance.

deep-learning fastapi gemini-api genai keras-tensorflow machine-learning matplotlib python react scikit-learn seaborn tailwindcss tensorflow

Last synced: 07 Sep 2025

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 196 1.) Neural Architecture Search 194 文本数据和NLP 190 Projects 187 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