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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/waghraj1699/pokemon-predicton

Predict which type of pokemon it is using CNN

data-science deep-learning keras numpy python tensorflow utils

Last synced: 05 Apr 2026

https://github.com/milanesaopa/image-text-extractor

Xcrap Image Text Extractor is a package of the Xcrap framework that abstracts the extraction of texts from images using the node-tesseract-ocr library.

apache background-subtraction computer-vision gnome image image-to-text llm machine-learning nuxt ocr-text-reader remove-grid tensorflow text-recognition vue

Last synced: 27 Jul 2025

https://github.com/muhkartal/e-forecast

machine learning-powered energy consumption prediction system that analyzes historical data to forecast future energy usage trends, optimizing efficiency and sustainability.

fastapi joblib matplotlib numpy pandas pydantic pytest sckit-learn seaborn tensorflow tqdm uvicorn xgboost yaml

Last synced: 08 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/haseebulhassan437/lstm-next-word-predictor

A deep learning-based LSTM model for predicting the next word in a sequence using natural language processing techniques.

keras-tensorflow lstm numpy tensorflow

Last synced: 18 Apr 2026

https://github.com/kastentx/food-o-matic-101

Flask app serving up retrained MobileNet models for RESTful food image recognition.

flask image-recognition ml python3 tensorflow transfer-learning

Last synced: 11 May 2026

https://github.com/faiber09/computer-vision-and-deep-learning-capstone-project

The objective of this project was to develop a deep learning model capable of identifying cracks in concrete. The goal was to create a robust pipeline for computer vision tasks that can accurately classify images as either containing cracks (positive) or not (negative).

cnn-for-visual-recognition computer-vision lstm-neural-networks pytorch restricted-boltzmann-machine tensorflow

Last synced: 21 Jan 2026

https://github.com/engichang1467/catdognn-api

Using Tensorflow, Keras to create Deep Learning Neural Network API that can differentiate images between cats and dogs.

api flask keras neural-network tensorflow

Last synced: 05 May 2026

https://github.com/origamidream/piano-fingering-classifier

Assignment from Machine Learning Lecture in Korea-Cyber University

classification keras machine-learning tensorflow

Last synced: 10 May 2026

https://github.com/wamuir/freebsd-port-libtensorflow

TensorFlow C API (libtensorflow) ported to FreeBSD

freebsd freebsd-ports libtensorflow tensorflow

Last synced: 28 Jul 2025

https://github.com/neelanjan00/yolov3-object-detection

An implementation of YOLO object detection deep learning algorithm, trained using Microsoft's COCO dataset and coded using TensorFlow framework for ML.

deep-learning object-detection python tensorflow yolov3

Last synced: 23 Jun 2026

https://github.com/jofaval/mnist

Computer Vision with Neural Networks for handwritten digits recognition in 1998

classification computer-vision data-science deep-learning deep-neural-networks google-colab keras matplotlib pyspark python pytorch seaborn spark tensorflow

Last synced: 12 Apr 2026

https://github.com/rdvdev2/tf-test

Mostres de ML i IA amb TensorFlow basades en els tutorials oficials per al PR

numpy python research-project tensorflow tensorflow-tutorials

Last synced: 22 Mar 2025

https://github.com/sagartr/deep-audio-classifier-using-machine-learning

Languages Used: Python Developed and implemented a deep audio classifier using CNNs and LSTMs to accurately categorize diverse audio signals, achieving high accuracy and robustness. Utilized Python and TensorFlow for model development and training, incorporating data augmentation techniques to enhance performance

audio-processing capuchin librosa python tensorflow tensorflow-models

Last synced: 21 Jan 2026

https://github.com/meryem-amr/emotion-detection-from-text-and-images

Emotion Detection from Text and Images is an AI application that identifies emotions from user-provided text or images. It uses neural network models for classification and is built with Python, featuring a Streamlit interface and a Python-based backend for processing and prediction.

ai cnn emotion-detection keras logestic-regression lstm naive-bayes neural-network nlp python streamlit svm tensorflow

Last synced: 14 Apr 2026

https://github.com/abdullah0332/realtime-object-detection

Realtime object detection in JavaScript.

react tensorflow tensorflow-models

Last synced: 21 Jan 2026

https://github.com/otuemre/housepricingml

A machine learning project predicting house prices using regression models. Covers data preprocessing, feature engineering, and model comparison to achieve accurate results. Developed for a Kaggle competition, focusing on effective ML workflows and model interpretability.

eda encoding evaluation-metrics kaggle-competition lightgbm-regressor machine-learning matplotlib-pyplot neural-networks numpy pandas preprocessing python ridge-regression scikit-learn seaborn tensorflow xgboost-regression

Last synced: 13 Apr 2026

https://github.com/leosolar8/stock-price-prediction-ai-model

This project shows how to use a special type of AI called Long Short-Term Memory (LSTM) to predict stock prices. The project is split into two main parts: Training the AI Model and Making Predictions (Inference)

ai csv-dataset data-science data-visualization deep-learning finance financial-data forecasting keras lstm machine-learning python rnn stock-market stock-prediction tensorflow time-series time-series-forecasting

Last synced: 08 Apr 2026

https://github.com/fmind/dog-project

A machine-learning model train to recognize dogs, even from human faces

image python recognition tensorflow udacity

Last synced: 07 May 2026

https://github.com/aryanjain28/indian-roads

An android application that detects objects normally found on Indian roads like - Car, Bicycle, Cow, Truck, etc. I used the TF-Lite model in this application and downloaded specific categories from the COCO dataset to train upon. The application uses the phone's rear camera and detects in real-time.

android-application object-detection tensorflow tensorflow-examples tflite

Last synced: 19 Jan 2026

https://github.com/anik120/pl-image_classification

A simple ChRIS plugin to classify images.

image-classification machine-learning opensource tensorflow

Last synced: 24 Apr 2026

https://github.com/prarthana-singh/potato-disease-classification-using-deep-learning

🌱 Potato Disease Classification using Deep Learning – A deep learning-based model to detect and classify potato plant diseases using image processing and CNNs. Built with TensorFlow/Keras & Python.

agriculture cnn deep-learning image-classification keras machine-learning neural-network numpy pandas plant-disease-detection python3 streaming tensorflow

Last synced: 12 Apr 2026

https://github.com/imumi17/microsoft-stock-price-prediction-with-machine-learning

This project leverages machine learning techniques to predict the future prices of Microsoft's stock. By analyzing historical stock price data, the model aims to provide accurate predictions that can be used to make informed investment decisions.

googlecollab machine-learning-algorithms microsoft stockprice-prediction tensorflow

Last synced: 27 Jan 2026

https://github.com/amarnarayandwivedi/rnn-movie-sentiment-analysis

This project leverages Recurrent Neural Networks (RNNs) to predict the sentiment (positive or negative) of movie reviews.

python rnn streamlit tensorflow

Last synced: 10 Apr 2026

https://github.com/blakley/fluency

A desktop application to assist in learning languages. Uses a deep learning model to generate translations.

keras language-translation python3 seq2seq tensorflow transformer-architecture

Last synced: 12 Apr 2026

https://github.com/rjohnpaul/echonews

News Search Engine using more than 50+ RSS Feeds and MiniLM-L12-v2

jupyter-notebook nextjs rss-aggregator rss-feed shadcn-ui tailwindcss tensorflow

Last synced: 12 Apr 2026

https://github.com/aleksandarbuk/machine-learning

The Machine Learning Library repository provides a collection of scripts and tools leveraging Scikit-Learn, Pandas, and NumPy for various machine learning tasks and data analysis.

matplotlib numpy python scikit-learn tensorflow

Last synced: 16 Apr 2026

https://github.com/khaledali1234/plant-disease-detection---ml

AI-powered web application for detecting plant diseases from leaf images using Machine Learning. The system predicts the disease type, estimates infection severity, and provides treatment recommendations using a FastAPI backend and a responsive frontend.

computer-vision deep-learning fastapi machine-learning react tensorflow

Last synced: 08 Apr 2026

https://github.com/oshapandey/plant_disease_prediction

In this project, I've will build a convolutional neural network (CNN) that can predict whether a plant is suffering from a disease. I've used different layers and hyperparameters to build, train, and test this classification model. I have used TensorFlow and Keras for this project.

cnn flask keras prediction python streamlit-webapp tensorflow

Last synced: 05 Apr 2026

https://github.com/shaharband/handwritten-digit-classifier-cnn

This project implements a handwritten digit classifier based on the MNIST dataset using neural networks from TensorFlow. The classifier is built using convolutional neural networks (CNNs) to achieve high accuracy in recognizing handwritten digits.

neural-network pandas tensorflow

Last synced: 13 Apr 2026

https://github.com/piyush-kumar-ghosh/digit-predictor

Streamlit web app that uses a CNN model to predict handwritten digits using the MNIST dataset.

cnn computer-vision deep-learning image-classification machine-learning mnist portfolio-project streamlit-webapp tensorflow

Last synced: 24 Apr 2026

https://github.com/mehdishahbazi/linear-regression-tensorflow

This repository is a basic implementation of a Linear Regression model aimed at predicting medical costs utilizing an individual's BMI, developed with Python 3.12 and TensorFlow v2.16.

ipynb ipython-notebook linear linear-regression machine-learning python regression tensor tensorflow tensorflow2

Last synced: 04 Feb 2026

https://github.com/iamsuvhro/Aihub

Aihub is a python package for Deep Learning developers

deep-learning keras-tensorflow library machine-learning python3 tensorflow

Last synced: 23 Jul 2025

https://github.com/roshbhatia/cifar-classifier

classifier that tries to classify images from the CIFAR-10 dataset

cnn python tensorflow

Last synced: 20 Apr 2026

https://github.com/iamsuvhro/aihub

Aihub is a python package for Deep Learning developers

deep-learning keras-tensorflow library machine-learning python3 tensorflow

Last synced: 05 May 2026

https://github.com/sakhileln/multimodal-chatbot-with-memory

A lightweight, CLI-based conversational agent that processes text and image inputs, remembers past interactions.

chatbot machine-learning nlp numpy opencv spacy tensorflow

Last synced: 11 Apr 2026

https://github.com/emogooo/neurogennet

The aim of this study is to develop a deep learning model using CNNs for accurate brain tumor diagnosis and to optimize hyperparameters through genetic algorithms.

brain-tumor-classification cnn genetic-algorithm keras tensorflow

Last synced: 14 Mar 2025

https://github.com/theharshithr/melanoma_skin-cancer_detection-using-cnn

Melanoma is a type of cancer that can be deadly if not detected early.It accounts for 75% of skin cancer deaths.

cnn deep-learning machine-learning tensorflow

Last synced: 20 Apr 2026

https://github.com/idaraabasiudoh/american-sign-language-asl-detection

The American Sign Language Detection and Translation System is an AI project for translating American Sign Language (ASL) gestures into text in real-time using computer vision and deep learning.

artificial-intelligence cnn deep-learning keras neural-network opencv python3 tensorflow

Last synced: 14 Apr 2026

https://github.com/MohamedAmineBessrour/emotion-detection-resnet50

TensorFlow-based deep learning model to classify human emotions from facial expressions using the AffectNet dataset. Includes preprocessing, training, evaluation, and prediction tools. Perfect for exploring emotion recognition and transfer learning.

affectnet artificial-intelligence computer-vision data-augmentation deep-learning emotion-recognition facial-expression-recognition human-computer-interaction image-classification image-processing neural-networks python resnet-50 tensorflow

Last synced: 04 Oct 2025

https://github.com/nhatthaiquang-agilityio/deep-learning-multi-label-image

Build Multi Label Image Classification Model

deep-learning keras tensorflow

Last synced: 09 Apr 2025

https://github.com/dragonscypher/prompty

Tool for generating smart and secure prompts for language models!

autotokenizer bert-model cuda google-t5 llm python3 tensorflow threading

Last synced: 02 Jan 2026

https://github.com/deepramazumder/speech-sentiment-analysis

A Deep Learning project to analyse speech signals from the audio files and identify the emotions of the speaker

ann audio-signal-processing cnn cnn-lstm deep-learning emotion-classification lstm neural-networks tensorflow

Last synced: 03 Jan 2026

https://github.com/keshabkjha/imsage

Imsage is a Streamlit app for image classification using MobileNetV2 (ImageNet) and a custom CIFAR-10 model. Users can upload images and get real-time predictions with confidence scores, with options to switch between models and download results in CSV format. It showcases the use of deep learning in a user-friendly interface.

image-classification streamlit streamlit-webapp tensorflow

Last synced: 13 Apr 2026

https://github.com/nouhabenhamada/images-search-engine

An advanced image search engine built with React.js and Express.js. Features both keyword-based and visual search capabilities using VGG16 CNN model. Image descriptors from Flickr 1M dataset are efficiently indexed in Elasticsearch for fast retrieval.

client-server elasticsearch expressjs flickr-photos reactjs tensorflow vgg16

Last synced: 11 Apr 2026

https://github.com/sirbubbls/condense

This module provides pruning method implementations for artificial neural networks.

keras learning machine pruning python tensorflow

Last synced: 12 Apr 2026

https://github.com/jjonescz/ibb-assignment3

Ear recognition using CNN based on EfficientNet-B0 (Assignment 3 for Image Based Biometry course at University of Ljubljana)

cnn ear-recognition efficientnet tensorflow

Last synced: 21 Jun 2025

https://github.com/geekidharsh/analyzing-nyc-cabrides-w-ml-tensorflow

Analyzing NYC Cab Rides with Machine Learning and Tensorflow

machine-learning tensorflow

Last synced: 06 Apr 2025

https://github.com/jorgechato/cool-fst

Keras implementation for fast-style-transform CNN

keras python tensorflow

Last synced: 13 Apr 2026

https://github.com/mahdimotamedi/ai-examples

AI Examples Repository showcasing machine learning and deep learning examples using Scikit-Learn and TensorFlow.

ai deep-learning machine-learning nerual-networks scikit-learn tensorflow

Last synced: 13 Apr 2026

https://github.com/10zinten/deepfood

Django application to generate food ingredients from food image using fine-tuned ResNet50

deep-learning django keras resnet-50 tensorflow

Last synced: 07 May 2026

https://github.com/yassizh/brain-tumor-detection

Our project leverages AI, specifically transfer learning with Keras and TensorFlow, to detect brain tumors from MRI images. We are developing a precise algorithm, evaluating its performance, and creating a user-friendly interface for healthcare professionals.

brain-tumor-detection cnn computer-vision deep-learning detection image-processing jupyter-notebook keras preprocessing pyqt5 tensorflow transfer-learning

Last synced: 21 Jan 2026

https://github.com/giatraskon/machine_learning_assignments

Machine learning assignments covering regression, classification, neural networks, adversarial examples, and real-time emotion detection using Python. Includes theoretical insights and practical implementations.

adversarial-examples bayesian-inference bias-variance-tradeoff cifar10 classification deep-learning emotion-recognition iris-dataset k-nearest-neighbours keras machine-learning mnist neural-networks opencv pima-indians-diabetes python regression ridge-regression scikit-learn tensorflow

Last synced: 08 Apr 2026

https://github.com/saradindusengupta/chatbot_for_wiki-knowledge

Implementation of conversational chatbot for DBpedia data and Reddit data set using Tensorflowv1.5 with implementation of RNN

keras python-3-6 reddit-bot rnn-tensorflow tensorflow

Last synced: 05 May 2026

https://github.com/tikam02/ml_practices

Machine Learning Side Projects and Guides

deep-learning keras machine-learning matplotlib neural-network tensorflow

Last synced: 10 May 2026

https://github.com/astrocoding/model-ai-bird-classification-tflite

This repository provides a TensorFlow Lite (TFLite) model for bird classification, leveraging MobileNet V2 for efficient and accurate predictions. MobileNet V2 is known for its lightweight architecture, which makes it ideal for on-device inference, allowing the model to perform real-time classification on mobile and edge devices.

deep-learning image-classification machine-learning mobilenetv2 python tensorflow tensorflow-lite

Last synced: 01 May 2026

https://github.com/caefleury/cis-ieee-difusion-model

Repositório teste para códigos do projeto de Modelo de Difusão do branch CIS-IEEE

docker docker-compose numpy python3 tensorflow

Last synced: 08 Apr 2026

https://github.com/muavia1/roman-urdu-poetry-generation-using-lstm

Here’s a short description you can add to your GitHub project: Roman Urdu Poetry Generator A deep learning project using LSTM and TensorFlow to generate Roman Urdu poetry. Trained on a poetry dataset and deployed with a Gradio interface for interactive text generation.

deep-learning gradio gradio-interface lstm model-training numpy pandas poetry-generator python tensorflow

Last synced: 09 Apr 2026

https://github.com/kasraskari/car-price-prediction

Deep learning for car price prediction with optimized and Wide-and-Deep models, using MAE and Accuracy/R².

convolutional-neural-networks deep-learning deep-neural-networks jupyter-notebook keras neural-networks python tensorflow

Last synced: 12 Apr 2026

https://github.com/danlooo/spotify-datasci

Predicting the genre of songs using Deep Learning

deep-learning machine-learning tensorflow

Last synced: 08 May 2026

https://github.com/jimmygizmo/tensorpup

Machine-learning model training using parallelization strategies on multiple serverless GPU instances.

ai cuda cudnn distributed gpu serverless tensorflow

Last synced: 08 May 2026

https://github.com/diegoperea20/clasification-reviews-api-json-

Classification of reviews of the imbd movie data set in JSON form, includes application in kubernetes and docker container. very different from Clasification-Reviews API that uses a text file, this instead uses a json pos to classify the review.

api-rest classification-reviews json tensorflow

Last synced: 08 May 2026

https://github.com/lakhvinder15/image-segmentation-in-medical-imaging-using-deep-learning-models

This project explore the use of deep learning-Convolutional Neural Network (CNN), for classifying brain MRI images into glioma, meningioma, and tumor categories. It involves data preprocessing, model design using TensorFlow/Keras, training, evaluation, and visualization to support accurate medical diagnostics and aid clinical decision-making.

cnn-keras cnn-model pixel python tensorflow

Last synced: 08 May 2026

https://github.com/reubenjohn/creative_diversity

Simple Unsupervised Machine Learning to optimise for diversity whilst maintaining uniqueness

autoencoder dancing-robot machine-learning neural-networks opencv tensorboard tensorflow unsupervised-learning

Last synced: 08 May 2026

https://github.com/biswadeep-roy/human-emotion-detection-using-deep-learning

This project implements a deep learning model for the detection of human emotions in images. It uses Convolutional Neural Networks (CNNs) to classify images into three emotional categories: angry, happy, and sad.

python python3 tensorflow

Last synced: 08 May 2026

https://github.com/fatchur/news-censorship-engine

This is an engine for censoring news in bahasa Indonesia with machine learning. Up to now, the validation accuracy is 90.4% for 1000 samples

bahasa-indonesia neural-network news-censorship nlp opinion-mining python tensorflow

Last synced: 08 May 2026

https://github.com/dhruvbavaliya13/neural-network

This project demonstrates a simple neural network implementation from scratch using Python and NumPy, without relying on high-level frameworks like TensorFlow or PyTorch. It showcases a hands-on understanding of core neural network concepts including forward propagation, backpropagation, activation functions, loss calculation, and weight updates.

neural-network python scratch tensorflow

Last synced: 08 May 2026

https://github.com/alkaifaftab000/face-emotion-detection

Detecting emotions with AI: from happy smiles to sad sighs, one face at a time!😊

deep deep-learning emotion-detection image-processing keras neural-network tensorflow

Last synced: 08 May 2026

https://github.com/galfrevn/tensorflow-object-recognition

This repository contains the source code for a TensorFlow object recognition project. My goal is to train and evaluate models that can accurately identify objects. The code includes scripts for training and evaluating models, as well as instructions for setting up the environment and any necessary dependencies 🧙🏼‍♂️

ai nodejs tensorflow typescript

Last synced: 08 May 2026

https://github.com/meraf00/ros2-gesture-controlled-robot

The ROS2 Gesture Controlled Robot integrates MediaPipe for gesture recognition, allowing control of robots within the ROS2 framework.

mediapipe ros2-humble tensorflow

Last synced: 08 May 2026

https://github.com/abhialest/aegis

Aegis is an unparalleled Discord moderation bot that uses GPT-3.5, DL, and audio/image analysis.

bot cv discord-bot discord-js gpt3 nlp tensorflow

Last synced: 08 May 2026

https://github.com/carlosagalicia/python-deep-learning-projects

This repository contains four projects that serve as practical applications of deep learning concepts from the book Deep Learning with Python by François Chollet

deep-learning keras neural-network python tensorflow

Last synced: 08 May 2026

https://github.com/jaswanthv99/image-classification

An AI system that generates captions for images using CNN (for image features) and LSTM (for text generation).

convolutional-neural-networks lstm-neural-networks opencv tensorflow

Last synced: 08 May 2026

https://github.com/nishanth16082002/zeta-algorithm

Ultra-fast heuristic algorithm for solving the Travelling Salesman Problem (TSP) at scale — 1 million cities in ~3 seconds using pure Python.

ai data-science euler-maclaurin heuristic keras machine-learning nlp open-source route-planning scrapping self-supervised-learning semi-supervised-learning tensorflow zeta-function-algorithm

Last synced: 08 May 2026

https://github.com/nouhabenhamada/image-classification-is-it-real-or-generated-by-ai-

A Streamlit aaplication to distinguish between AI-generated and real images. Utilizing the TensorFlow framework, the core model is based on EfficientNetB0, which has been fine-tuned on a custom dataset containing both fake and real images.

classification efficientnetb0 streamlit tensorflow

Last synced: 08 May 2026

https://github.com/alzubair98/glaucoma-classification-model

Glaucoma - classification -mode with CDR

deeplearning tensorflow

Last synced: 08 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 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