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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/milan-960/ai-powered-image-recognition

This repository contains a Progressive Web App (PWA) that leverages TensorFlow.js and the MobileNet model to perform real-time image classification. Users can upload images, and the app will identify objects within the images, providing class names and confidence scores.

ai nextjs14 pwa-apps tensorflow

Last synced: 16 Apr 2026

https://github.com/shub-garg/hybrid-lung-segmentation-disease-classification-and-severity-localization

A project for lung disease detection and analysis using deep learning. It includes lung segmentation, disease classification, and severity localization with Grad-CAM for visual explanations. This repository provides code, datasets, and documentation for replication and further research.

coatnet computervision covid-19 cv deep-learning diseaseclassification gradcam-visualization keras lung-segmentation machine-learning medicalimageanalysis opencv tensorflow unet-image-segmentation

Last synced: 27 Feb 2026

https://github.com/denvercoder1/chess-piece-classifier

Demonstration of Tensorflow Lite for classifying images of chess pieces

chess tensorflow tflite

Last synced: 16 Apr 2026

https://github.com/kazuhito00/tf2-keras-explain-examples

Tensorflowの可視化解釈ライブラリ(tf-explain、Grad-CAM等)のJupyter上での実行例。

gradcam keras tensorflow tf-explain

Last synced: 13 Apr 2026

https://github.com/subhayudutta/sentiment-analysis-of-flipkart-reviews

This project focuses on sentiment analysis of Flipkart reviews using machine learning operations (MLOps) techniques.

aws-ec2 dagshub dvc dvc-pipeline flask github-actions mlflow mlops python tensorflow

Last synced: 09 Apr 2026

https://github.com/muthu-kumar-u/digittextrecognition-cnn

This repo contain training deep learning model for handwritten text recognition using CNNs with CTC loss, designed for image-to-sequence tasks

cnn computer-vision deep-learning handwrite-recognnize handwriting-recognition handwritten-text-recognition machine-learning ocr-recognition tensorflow

Last synced: 09 Apr 2026

https://github.com/moenick1/intel-dataset-classification

Classification using advanced Convolution Neural Networks and the Intel Image dataset, featuring 6 classes of color pictures in 150x150 pixels resolution. Topics

ai classification ml python tensorflow

Last synced: 06 May 2026

https://github.com/aashish-jha-11/thief-detector

A Theif Detector V1.0 Made using Next Js and TensorFlow

cocossd lodash nextjs14 tensorflow

Last synced: 18 May 2026

https://github.com/pjarbas/deep-rl

Solving gym environments using RLlib: Industry-Grade Reinforcement Learning

deep-learning deep-reinforcement-learning pytorch rllib tensorboard tensorflow

Last synced: 06 May 2026

https://github.com/handekilinc/cifar100-ile-derin-ogrenme-ve-cnn-tabanli-gorsel-siniflandirma

Deep Learning model for predicting image classification using CIFAR 100 dataset.

cifar100 cnn-classification tensorflow

Last synced: 18 May 2026

https://github.com/seasonleague/nutrientional_diet

A predictive modelling for nutritional diet

prediction predictive-modeling tensorflow

Last synced: 18 May 2026

https://github.com/saharstudios/lungcancerclassification

This repository contains a deep learning-based cancer type prediction system using a trained convolutional neural network (CNN). The model is deployed using Streamlit, allowing users to upload medical images and receive predictions with a probability distribution displayed in a pie chart.

ai-in-healthcare-and-biology biomedical-ai cancer-classification histopathology image-classification lidc-dataset lung-cancer-classification lung-cancer-detection machine-learning medical-imaging neural-networks pyradiomics streamlit tensorflow

Last synced: 01 Jul 2025

https://github.com/jesse-r-s-hines/facegan

A GAN that generates 64x64 faces.

generative-adversarial-network python tensorflow

Last synced: 05 Apr 2025

https://github.com/rakshithe/ai-project

Deep learning project for pet face classification, facial landmark detection, and object detection using TensorFlow. Utilizes CNNs, YOLO, Faster R-CNN, and MobileNet for accurate detection and classification.

cnn deep-learning landmark-detection machine-learning object-detection pet-face-classification tensorflow

Last synced: 17 May 2026

https://github.com/shixi99/spam-classification-rest-api

Spam Classification Rest API using Keras, FastAPI & NoSQL

cassandra fastapi keras nosql python tensorflow

Last synced: 07 Apr 2026

https://github.com/1010code/tfliteregression

Deploy TensorFlow Regression Model in Android — TF Lite

android regression tensorflow tflite

Last synced: 09 May 2026

https://github.com/hanzopgp/tensorflowtest

Learning how to use jupyter notebook, tensorflow, numpy and other librairies for machine learning projects. Following Thibaut Neveu's tutorial.

artificial-intelligence convolutional-neural-networks deep-learning lstm-neural-networks machine-learning matplotlib multilayer-neural-networks numpy personal recurrent-neural-networks sklearn tensorflow

Last synced: 07 Apr 2026

https://github.com/anty-filidor/reccurent-nns-comparison

Comparison of LSTM, RNN and GRU architectures of neural networks

experiment machine-learning python tensorflow

Last synced: 06 May 2026

https://github.com/matteopolak/stock-predict

Stock prediction with LSTM using TensorFlow and TypeScript.

ai artificial-intelligence cuda lstm machine-learning stock tensorflow typescript

Last synced: 09 May 2026

https://github.com/bbergerud/tenops

Creating a common interface for numpy, pytorch, tensorflow, etc.

numpy pytorch tensorflow

Last synced: 20 Jan 2026

https://github.com/anshulg954/400-hours-of-ml---freecodecamp.org

Final Projects accepted in submission to Machine Learning Specialization

freecodecamp keras-tensorflow machine-learning tensorflow

Last synced: 18 May 2026

https://github.com/ashly1991/word2vec-tf2

Word2Vec Skipgram with negative sampling in TensorFlow 2. Self-supervised embeddings, efficient sampled softmax, and analogies evaluation.

embeddings jupyter-notebook natural-language-processing negative-sampling nlp self-supervised-learning skipgram tensorflow word2vec

Last synced: 18 May 2026

https://github.com/vinthagunasekhar/tensorflowml

This Repo contains all the learning and coding work of my TensorFlow Projects.

deep-learning learning-by-doing neural-networks projects python3 tensorflow

Last synced: 18 May 2026

https://github.com/keidrun/boilerplate-machine-learning-dockerfiles-for-anaconda

Boilerplate of Dockerfiles for Jupyter Notebook, Tensorflow, Keras and so on with Anaconda

anaconda deep-learning docker docker-compose dockerfile jupyter-notebook keras machine-learning tensorflow

Last synced: 05 Apr 2026

https://github.com/kr1shnasomani/facetronix

A toolkit for face detection, annotation, and mask recognition.

computer-vision deep-learning keras neural-network numpy opencv tensorflow

Last synced: 05 Apr 2026

https://github.com/ironvenom/captcha-recognition

Implementation of a Convolutional Neural Network for CAPTCHA Recognition.

captcha-recognition cnn image-recognition tensorflow

Last synced: 19 May 2026

https://github.com/mjul/tensorflow-on-gcp-ml-engine-lab

Playing around with running Tensorflow on GCP ML Engine

google-cloud ml-engine tensorflow

Last synced: 06 Apr 2025

https://github.com/vhpx/furniture-classifier

Image-based furniture recommendation system for better product discovery.

cnn deep-learning keras ml recommender-system resnet tensorflow

Last synced: 11 Apr 2026

https://github.com/ktamburi/bank-marketing-uci-dataset-neural-network

A project in Python for the SWE303 Artificial Intelligence course at Epoka University, focusing on a bank subscription classification task using a neural network.

ai deep-learning keras keras-neural-networks machine-learning neural-network python tensorflow

Last synced: 07 Apr 2026

https://github.com/pradeep8949yadav/plant-disease-classification-using-cnn-and-tensorflow-

This project aims to classify diseases in potato plants using Convolutional Neural Networks (CNNs). The deep learning model is trained on a dataset of potato plant images to identify and categorize different diseases affecting the crops.

cnn-keras cnn-model computer-vision tensorflow

Last synced: 19 May 2026

https://github.com/miguelestradam3/machine_learning_classifier

Coursera Guided Project: Image classifier with tensorflow

coursera jupyter-notebook python tensorflow

Last synced: 09 May 2026

https://github.com/sofian2022/projetpfa-autonomousbvehicles

A modular autonomous vehicle project in Python featuring real-time object detection (MobileNet SSD), license plate recognition (YOLOv8, EasyOCR), and traffic sign classification (CNN)

autonomous-vehicles computer-vision deep-learning keras license-plate-recognition object-detection opencv python-pytorch raspberry-pi robotics self-driving-car tensorflow traffic-sign-recognition yolov8

Last synced: 26 Jun 2025

https://github.com/amruthae218/simplernn

sentiment analysis-movie review

keras python streamlit tensorflow

Last synced: 28 Apr 2026

https://github.com/adrianmarino/wide-and-deep-example

wide & deep - features columns - auto ml

deep-learning keras-tunner python tensorflow

Last synced: 11 May 2026

https://github.com/luigiminardi/quodadsdo0

deploy web tensorflowjs

tensorflow

Last synced: 15 May 2026

https://github.com/donno2048/classifier

Automatic classifier using tensorflow

image-classification machine-learning tensorflow

Last synced: 31 Dec 2025

https://github.com/dtg-lucifer/multiple-regression-with-neural-network

This is a repository containing code to imply multiple linear regression models and smash them into a single neural network with tensorflow to predict data on bike dataset

jupyter-notebook linear-regression neural-network tensorflow

Last synced: 19 May 2026

https://github.com/coderooz/image_classification_transfer_learning

This project involves using transfer learning to classify images into categories such as cats vs. dogs by leveraging a pre-trained model like VGG16 or ResNet. Transfer learning allows you to adapt a pre-trained model to your specific problem, making the training process faster and often more effective.

colab image-classification matplot neural-network numpy python tensorflow vgg16-model

Last synced: 20 Apr 2026

https://github.com/andrehrferreira/node-tfjs-image-classifier

Study project to create data set for Tensorflow using Node.js

javascript tensorflow

Last synced: 29 Mar 2025

https://github.com/jazib-2004/face-mask-detection-using-cnns

Face mask detection can be very useful in environments like hospital emergency rooms or ICUs where wearing mask is mandatory. It can also help in pandemics like COVID where such models can detect if a person is wearing a mask or not. In this project, I used a Convolutional Nueral Network architecture to train a face mask detection algorithm based.

convolutional-neural-networks keras object-detection python scikit-learn tensorflow

Last synced: 08 Apr 2026

https://github.com/pop0097/voice_recognition

Machine learning program that identifies when a user says Hey Pop.

audio machine-learning python3 tensorflow

Last synced: 19 May 2026

https://github.com/yashlad27/malware2024

Capstone project : Using RNN and CNN detecting malware through opcode frequency in system

cnn malware-analysis opcodes rnn tensorflow

Last synced: 19 May 2026

https://github.com/kazuhito00/tensorflow-similarity-mnist-sample

TensorFlow Similarity を用いてMNISTで距離学習を実施するサンプルです。

metric-learning mnist tensorflow tensorflow-similarity

Last synced: 20 May 2026

https://github.com/marielachirinosr/fruits-image-recognition

This project is a deep learning-based image classification model designed to identify various types of fruits.

machine-learning machine-learning-algorithms python tensorflow

Last synced: 04 May 2026

https://github.com/romainsimon/neural-nets

:dizzy: Tests on Neural Networks in Javascript, in Python and with Tensorflow

neural-networks tensorflow

Last synced: 20 May 2026

https://github.com/Gear-AI/gearai

GearAI's Python Library for solving various AI needs.

artificial-intelligence deep-learning pypi-package python python-library python3 tensorflow

Last synced: 01 Nov 2025

https://github.com/thealekhya/image-generation-using-gan

This project is about implementing a GAN(Generative Adversarial Network) using Keras and Tensorflow. The model is trained with a first 9 forms(0-8) of the CIFAR10 dataset with almost 1200-1500 epochs.

back-propagation cifar10 deep-learning deep-neural-networks discriminator generative-adversarial-network generative-ai generator google-colab keras python tensorflow

Last synced: 08 Apr 2026

https://github.com/nikhilroxtomar/gradcam-in-tensorflow

A simple implementation of GradCAM (Gradient-weighted Class Activation Mapping) using TensorFlow and OpenCV.

gradcam gradcam-heatmap gradcam-visualization tensorflow

Last synced: 20 May 2026

https://github.com/papsdroidfr/iabird

Flappy BIrd contrôlé par Intelligence Artificielle

machine-learning raspberry-pi-4 tensorflow

Last synced: 22 Mar 2025

https://github.com/emogooo/deepskinde

The aim of this study is to develop a deep learning model using CNNs for accurate skin cancer diagnosis from the ISIC-2019 dataset and to optimize hyperparameters using differential evolution algorithms.

cnn differential-evolution isic isic-2019 isic-challenge keras tensorflow

Last synced: 14 Mar 2025

https://github.com/raframzs/tensorflow-apps

A set of notebooks oriented to deep learning and artificial intelligence with Tensorflow, neural network studies, transfer learning, reinforcement learning, data validation with tensorflow_data_validation and tensorflow_transform and the linking of models with the client through tensorflow serving

cnn cnn-classification data-science data-validation tensorflow tensorflow-models

Last synced: 07 Mar 2026

https://github.com/emilstenstrom/syntaxnet-api

A Dockerfile that helps you get Syntaxnet DRAGNN working, with a json api powered by falcon.

docker dragnn falcon-framework syntaxnet tensorflow

Last synced: 11 May 2026

https://github.com/evanwieland/snitch

🖼️ 📷 🤖 Simple image recognition model using TensorFlow.

image-recognition machine-learning tensorflow

Last synced: 21 May 2026

https://github.com/jayantita/leaf-buddy-server

Leaf buddy's server for classifying given image from the client (Final Project - Mobile Programming)

flask image-classification tensorflow tensorflow-lite

Last synced: 16 Apr 2026

https://github.com/izadoraluz/classificacao-de-texto-com-tensorflow-e-keras

Projeto de classificação binária de reviews usando TensorFlow e Keras, adaptando um tutorial básico para prever recomendações de produtos com base no dataset da B2W.

classification keras pln tensorflow

Last synced: 02 Jan 2026

https://github.com/sakshi2215/treeverse

The project aims to address the challenge of accurately enumerating trees in forest areas earmarked for diversion due to developmental projects by developing an image analytics system utilizing satellite imagery or aerial photographs to automate tree enumeration.

cnn deep-learning historical-weather javascript machine-learning opencv python tensorflow treecount

Last synced: 08 Apr 2026

https://github.com/borisboc/docker_tensorflow_spyder

How to build a Docker container with tensorflow, Spyder IDE, jupyter etc. With GPU support !

docker gpu jupyter jupyter-notebook jupyterlab nvidia-docker nvidia-gpu spyder spyder-ide tensorflow tensorflow2

Last synced: 08 Mar 2026

https://github.com/justanothercoder/lstm-optimizer-tf

In this repository implementation of trainable optimizer in tensorflow is maintained.

lstm optimization tensorflow

Last synced: 21 May 2026

https://github.com/snehilsanyal/federated-recipes

🌻🌐 A repository that contains Federated Learning Recipes.

federated-learning fedml flower pysyft recipes syft tensorflow torch

Last synced: 02 Jan 2026

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/rakibhhridoy/natural-language-processing-steps

Preprocess data in nlp text classification and text sequence in TensorFlow. There's different steps in both classification and sequence task, thus it need different steps. These steps in TensorFlow is so much easy if you get into it.

classification embedded embedding-models feed keras natural-language-processing nlp python sentence sequence tensorflow text-analysis text-classification text-processing

Last synced: 06 May 2026

https://github.com/davityak03/sentence-paraphraser-checker-using-transformers

This Jupyter Notebook implements a tool to check whether two sentences are paraphrases by analyzing their semantic similarity using NLP techniques. It provides a similarity score and a binary decision to indicate if the sentences are paraphrases.

keras nlp nltk numpy python tensorflow tokenizer transformers

Last synced: 02 Jan 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/mendez-luisjose/sign-language-detection-and-classification-model

Sign Language Detection and Classification Model

keras mediapipe opencv tensorflow

Last synced: 08 Apr 2026

https://github.com/cloxnu/big_object_recognition

基于 Tensorflow 迁移学习的物体识别，不断优化中。。。

recognition tensorflow

Last synced: 19 May 2026

https://github.com/asirwad/irisflowerclassifier-dnnclassifier

🌺 🌸This project uses TensorFlow's DNNClassifier to classify the famous Iris flower dataset 🌼. Train a deep neural network 🧠 to distinguish between different species and explore the beauty of machine learning 🌿🌺🌼

data-science keras-classification-models machine-learning pandas tensorflow

Last synced: 12 Apr 2026

https://github.com/lnstadrum/sigmoid_like_tf_op

A TensorFlow C++ extension implementing a piecewise-linear approximation of sigmoid activation function used in Beatmup.

beatmup sigmoid-activation tensorflow tensorflow-op

Last synced: 05 May 2026

https://github.com/jfdev001/mars-ml-mtsu-honors-thesis

Honors undergraduate thesis end-to-end machine learning project for weather prediction on Mars.

python tensorflow thesis time-series

Last synced: 16 May 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/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/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/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/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/xprithvi/cosmomap

CosmoMAP is a project that attempts to leverage machine learning to emulate magnetohydrodynamic cosmological simulations using data from their dark-matter-only counterparts.

astronomy convolutional-neural-networks cosmology keras machine-learning neural-network physics tensorflow

Last synced: 01 Aug 2025

https://github.com/klima7/numpynet

Convolutional Neural Network written from scratch using numpy with API similar to tensorflow.

cnn convolution network nn numpy scratch tensorflow

Last synced: 24 Sep 2025

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/sujata-adhikari/machine-learning

Potato Disease Classification: Inspired by our kitchen garden, to detect potato disease using image of grown potato plant leaf.

cnn-classification jyputer-notebook kaggle-dataset machine-learning opencv pandas python tensorflow

Last synced: 09 Apr 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 173 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