Data

Tools

Indexes

Applications

Experiments

Awesome

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/gabrielfalanga/pln-usp

Notebooks do curso Processamento Neural de Linguagem Natural em Português I - USP | Coursera

machine-learning natural-language-processing neural-networks tensorflow

Last synced: 27 Feb 2026

https://github.com/thatoneindiedev/ecommerce-ai-chatbot

An easy, simple and reprogrammable AI chatbot using tensorflow and keras with a handful of training data.

ai keras keras-models keras-neural-networks keras-tensorflow ml python tensorflow

Last synced: 05 May 2026

https://github.com/rahatmoktadir03/tumor-scope

Brain Tumor Classification project leveraging neural networks to classify MRI scans with high accuracy. Features include a Streamlit-based app for predictions, Gemini 1.5 Flash for interpretability, and advanced visualizations. It also includes model comparison, multimodal LLM integration, and real-time interactions.

brain-tumor-classification deep-learning gemini keras machine-learning multimodal-llm neural-networks python streamlit tensorflow xception-model

Last synced: 05 May 2026

https://github.com/imvision12/kerascv-demo

A website demonstrating augmentation layers of KerasCV

bounding-box image keras kerascv object-detection segmentation streamlit tensorflow

Last synced: 05 May 2026

https://github.com/haimanm3/aws-deepracer-autonomous-racing-model

Developed an AWS DeepRacer model using Python & the PPO algorithm, leveraging TensorFlow to train & fine-tune a deep reinforcement learning model. Designed a custom reward function & optimized hyperparameters to improve policy learning & navigation performance. Utilized AWS infrastructure for scalable training & deployment.

aws-infrastructure deep-learning deployment hyperparameter-tuning machine-learning ppo-algorithm python scalable tensorflow training

Last synced: 13 May 2026

https://github.com/lovesaroha/premier-league-fixture-prediction

This model is trained on the fantasy premier league data of season 2020/2021 and predicts outcome of given fixture.

javascript machine-learning prediction premier-league tensorflow

Last synced: 05 May 2026

https://github.com/pramodyasahan/cifar-10-object-recognition

This repository contains a TensorFlow-based image classification model designed to classify images from the CIFAR-10 dataset. The CIFAR-10 dataset comprises 60,000 32x32 color images in 10 classes, with 6,000 images per class.

convolutional-neural-networks numpy python tensorflow

Last synced: 05 May 2026

https://github.com/jsd115/tensorflow_bankfrauddetection

This repository aims to provide examples of my ability to produce ML models using tensorflow and sklearn

numpy pandas sklearn tensorflow

Last synced: 06 Feb 2026

https://github.com/abdelrahman-amen/lennet-5

LeNet-5 Image Classification project demonstrates the power of the LeNet convolutional neural network for character and digit recognition in grayscale images.

deep-learning keras lenet-5 python seaborn skit-learn tensorflow

Last synced: 05 May 2026

https://github.com/shivam-21-11/basnet-model_package

BASNet: Boundary-Aware Salient Object Detection

computer-vision image-segmentation obejct-detection tensorflow

Last synced: 16 Jun 2026

https://github.com/weimingtom/rt1020-evk-playground

[WIP] My NXP RT1020-EVK tflite-micro 2.4.0 micro_speech playround, with MDK5 AC6

imxrt1021 microspeech tensorflow tflite-micro

Last synced: 05 May 2026

https://github.com/rajaddr/simpliml

SimpliML is a versatile machine learning library designed to be a one-stop solution for the entire data lifecycle. Whether you're preparing raw data or deploying advanced predictive models, SimpliML simplifies every step of the machine learning process

artificial-intelligence attention-mechanism bayesian-inference convex-optimization entropy gans gradient-descent machine-learning markov-chain mathematics neural-networks pca probability-distributions reinforcement-learning supervised-learning svd tensorflow transformers

Last synced: 05 May 2026

https://github.com/hdgiacon/cats_and_dogs_classify

Projeto de visão computacional para análise e comparação de modelos convolucionais a fim de classificar imagens utilizando Transfer-learning e GRAD-CAM.

cnn computer-vision deep-learning python tensorflow

Last synced: 05 May 2026

https://github.com/ashly1991/rnn-text-classification-keras-tf2

IMDB sentiment analysis with Keras RNNs (LSTM/GRU). Within-batch padding, bucketing, embeddings, and masking for efficient, accurate training.

embeddings gru imdb jupyter-notebook keras lstm masking rnn sentiment-analysis tensorflow text-classification tf-data

Last synced: 20 Apr 2026

https://github.com/pneff93/ml-frameworks

Playground for machine learning frameworks

python tensorflow xgboost

Last synced: 24 Jun 2026

https://github.com/afonsojramos/feup-iart

Projects developed for Artificial Intelligence class.

feup feup-iart iart neural-network python scikit-learn tensorflow

Last synced: 10 May 2026

https://github.com/harika1807/codeclauseinternship_handwrittendigitsrecognition

A deep learning project for recognizing handwritten digit sequences using TensorFlow.

deep-learning digit-recognition mnist python tensorflow

Last synced: 05 May 2026

https://github.com/machinelearningzuu/manioc-leaves-disease-detection

Binary classification model developed using mobilenet_v2 pretrained model to classify whether cassava leaves are healthy or not.

computer-vision convolutional-neural-networks deep-learning flask image-classification mobilenetv2 rest-api tensorflow tensorflowlite

Last synced: 05 May 2026

https://github.com/snenenenenenene/pet-classification

The goal of the project is to provide a practical and easy-to-use tool for pet enthusiasts to identify and learn about different breeds of pets by using Machine Learning.

classification-model h5 prediction-model react tensorflow

Last synced: 05 May 2026

https://github.com/sathiesh05/classification_of_chest_xray_by_cnn

This is a Streamlit-based application that allows users to upload chest X-ray images and classify them as either "NORMAL" or "PNEUMONIA" based on a pre-trained deep learning model.

cnn neural-networks tensorflow

Last synced: 10 May 2026

https://github.com/jalpa015/ml-webapp

Practicing Real time ML model prediction in Web app using Tensorflow.js

deep-learning deploy machine-learning neural-network python tensorflow tensorflowjs

Last synced: 05 May 2026

https://github.com/0h-n0/dl_benchmarks

Simple benchmarks on major deeplearning frameworks with Python.

benchmark chainer cntk deeplearning mxnet neon pytorch tensorflow

Last synced: 14 Apr 2026

https://github.com/adithyaakrishna/vino

VINO: VIN number and Odometer Recognition

flutter google-ml-kit pattern-recognition tensorflow

Last synced: 05 May 2026

https://github.com/phyulwin/ml-projects-with-python

Projects for Machine Learning with Python freeCodeCamp (Updated Solution in Progress... 🌿)

deep-neural-networks google-colab machine-learning python tensorflow

Last synced: 05 May 2026

https://github.com/lkasym/smart-dynamic-pricing

An AI-powered dynamic pricing system using Dueling DQN and customer behavior simulation, with a full-stack React + Flask dashboard for real-time insights and performance benchmarking.

ai-project data-visualization deep-learning dqn-tensorflow ecommerce full-stack-ai machine-learning reinforcement-learning tensorflow

Last synced: 05 May 2026

https://github.com/srepasup/cat-and-dog-image-classifier

A convolutional neural network (CNN) built with TensorFlow and Keras to classify images of cats and dogs with over 63% accuracy.

cnn deep-learning image-classification keras machine-learning tensorflow

Last synced: 05 May 2026

https://github.com/avocardio/diffusedweather

Using Keras' Stable Diffusion for generating city images using coordinates and a live weather API. (Keras Community Prize Winner 2022)

german germany keras stablediffusion tensorflow weather wikidata winner

Last synced: 21 Jan 2026

https://github.com/apurva-modi/marchmadness

Kaggle's NCAA® ML Competition March Madness Competition presents a challenge to forecast the outcomes of all possible matchups in the Men’s and Women's Basketball Championships.

challenge feature-engineering feature-extraction marchmadness ncaa-basketball python3 tensorflow

Last synced: 05 May 2026

https://github.com/praatibhsurana/deep_learning_projects

Simple projects to implement basic neural network architectures like CNNs and LSTMs/GRUs.

cnn deep-learning lstm neural-networks python tensorflow

Last synced: 05 May 2026

https://github.com/slevin48/stock

Predicting Stock Prices Using Machine Learning

neptune python tensorflow

Last synced: 06 May 2026

https://github.com/abdelrahman-amen/sentiment_analysis_using_supervised_semi_supervised_and_self_supervised_learning

This project showcases a natural language processing (NLP) pipeline for sentiment analysis on the IMDB dataset. By combining self-supervised and semi-supervised learning approaches

imdb-dataset nlp nlt python self-supervised-learning semi-supervised-learning supervised-learning tensorflow wordembeddings

Last synced: 10 May 2026

https://github.com/meeraaj27/cat-dog-image_classifier

An image classification project using convolutional neural networks to identify cats and dogs with high accuracy.

computer-vision google-colab image-classification image-classification-model keras machine-learning python streamlit tensorflow

Last synced: 10 Apr 2026

https://github.com/amber-abuah/chatbot

A chatbot made using Python, Tensorflow and NLTK.

dnn nltk nltk-python python tensorflow

Last synced: 06 May 2026

https://github.com/bennourines/pneumonia-detection-cnn

CNN model for pneumonia detection from chest X-ray images, fine-tuned with ResNet50 and achieving 94% accuracy on ChestX-ray dataset.

cnn computer-vision deep-learning image-classification machine-learning resnet-50 tensorflow

Last synced: 18 Jun 2026

https://github.com/andfanilo/mobile-game-object-detection

Detect a maximum of objects the model can detect, in a minimum of time. (kinda paused for now)

tensorflow tensorflowjs tensorflowjs-models vue vuejs

Last synced: 24 Oct 2025

https://github.com/arnie1x/medical_chatbot

This project implements an AI-powered medical chatbot using a neural network model and serves it through a Flask web application.

ai chatbot keras medical nlp nltk python tensorflow

Last synced: 11 May 2026

https://github.com/soroushesnaashari/anime-faces-generator-with-gan-using-tensorflow

A GAN project using "TensorFlow" creating model to generate new random Anime faces

deep-learning gan neural-network tensorflow

Last synced: 06 Oct 2025

https://github.com/iglee/jax-cuda-eicl-exp-docker

Docker for getting jax to work with cuda, for reproducing ml experiments like eicl. Sure, let's NOT make a compatibility matrix and let people fight for their lives on cuda

cuda docker jax jaxline ml-engineering ml-experiments tensorflow

Last synced: 06 May 2026

https://github.com/rezaafaisal/roshambo-classification

By utilizing AI, this system can classify hand pictures in the form of stones, scissors and paper using Deep Learning techniques with the help of Keras API.

convolutional-neural-networks deep-learning keras python tensorflow

Last synced: 06 May 2026

https://github.com/najmaelboutaheri/land-use-scene-classification

The project shows the process of data loading, preprocessing, model training, and evaluation for classifying land use scenes using various machine learning or deep learning techniques, specifically Convolutional Neural Networks (CNN).

classification-models cnn-architecture cnn-model data-mining geospatial keras model-evaluation-metrics tensorflow

Last synced: 06 May 2026

https://github.com/swajayresources/layerviz

A Python Library for Visualizing Keras Models covering a variety of Layers.

keras layers tensorflow visualization

Last synced: 06 May 2026

https://github.com/akashvarma26/autoencoder

Autoencoder which compresses and decompresses images or videos

autoencoder deep-learning jupyter-notebook tensorflow

Last synced: 06 May 2026

https://github.com/ajitharunai/smile-detector-using-machine-learning

Emotion detectors are used in many industries, one being the media industry where it is important for the companies to determine the public reaction to their products. In this article, we are going to build a smile detector using OpenCV which takes in live feed from webcam. T

deep-learning face-recognition facedetection machine-learning python tensorflow

Last synced: 06 May 2026

https://github.com/karolsekscinski/speech2text

ASR project to learn tensorflow. Model trained on Common Voice Mozilla Dataset in GCP.

asr commonvoice gcp tensorflow

Last synced: 06 May 2026

https://github.com/parth147op/intel-image-classification

Intel Image Classification using CNN & Transfer Learning (VGG16) with Streamlit demo.

cnn computer-vision deep-learning image-classification keras streamlit tensorflow transfer-learning

Last synced: 04 May 2026

https://github.com/kev-1729/deforestation_detection

Este proyecto detecta la deforestación mediante análisis de imágenes satelitales, aplicando Visión por Computadora y Machine Learning. Utiliza Python, TensorFlow, OpenCV y técnicas de procesamiento de imágenes para la identificación de áreas afectadas.

machine-learning opencv tensorflow

Last synced: 11 May 2026

https://github.com/vickshan001/fashion-mnist-cnn-classifier

Deep learning project using CNNs to classify Fashion MNIST images. Includes activation function comparison, dropout, and learning rate tuning.

artificial-intelligence cnn deep-learning fashion-mnist image-classification keras python tensorflow

Last synced: 06 May 2026

https://github.com/apurva-modi/cs722-machine_learning

Implemented the Image Style Transfer Using Convolutional Neural Networks http://openaccess.thecvf.com/content_cvpr_2016/html/Gatys_Image_Style_Transfer_CVPR_2016_paper.html

convolutional-neural-networks neural-style-transfer opencv python3 tensorflow

Last synced: 06 May 2026

https://github.com/raviqqe/tensorflow-qndex

tensorflow-qnd x tensorflow-extenteten

python tensorflow

Last synced: 06 May 2026

https://github.com/waybarrios/nd101_project4

4th Project: Udacity Deep Learning Nanodegree. Language Translation Project

deep-learning rnn-tensorflow tensorflow translation udacity

Last synced: 23 Jan 2026

https://github.com/sharmilas22/amazon-review-sentiment-analysis

Sentiment analysis using tensorflow on amazon review dataset

keras sentiment-analysis tensorflow text-classification-python

Last synced: 06 May 2026

https://github.com/j-prt/convnets

Exploration of convolutional neural networks to recognize images of birds by species.

convolutional-neural-networks image-augmentation keras pretrained-models tensorflow transfer-learning

Last synced: 06 May 2026

https://github.com/si1og/raspberry_pi_objects_detection

Neural network for detection objects on a raspberry pi

computer-vision object-detection opencv opencv-python tensorflow

Last synced: 06 May 2026

https://github.com/nikhilroxtomar/custom-blocks-in-tensorflow-using-keras-api

we are going to build a simple convolutional block which consists of a Convolutional layer, Batch Normalization layer, ReLU activation function and a MaxPooling layer.

keras tensorflow tensorflow-tutorials

Last synced: 06 May 2026

https://github.com/vvkmnn/doggoai

🐶 A Dog breed classifier (that also works for humans!)

deep-learning deep-neural-networks dogs keras keras-tensorflow tensorflow

Last synced: 06 May 2026

https://github.com/deepraj21/neuroscan

The objective of this project is to develop a machine learning model that can accurately detect brain tumors in medical imaging data, such as MRI scans. By leveraging advanced image processing techniques and machine learning algorithms.

cnn css flask html image-classification js plotly python tensorflow

Last synced: 14 Apr 2026

https://github.com/a-solo/deepfake-detection

This repository employs TensorFlow-Keras and MTCNN (Multi-Task Cascaded Convolutional Networks) to build an efficient deepfake detection system.

cnn deepfake-detection df-detect keras mtcnn-face-detection tensorflow

Last synced: 06 May 2026

https://github.com/cm-600/monet-image-generation-with-gans

I developed two CycleGANs using TensorFlow and Keras that will generate an image in the style of Monet from a landscape photo for the Kaggle challenge "I'm Something of a Painter Myself." My submission was in the top 20% on the Kaggle leaderboard.

gan image-processing keras neural-networks tensorflow

Last synced: 06 May 2026

https://github.com/ummamali/tagfolioapi

Backend REST API for Tagfolio, a Final Year Project (FYP) for Bachelor of Science in Computer Science, Department of Computer Science and Software Engineering, Islamabad Campus, Comsats University Islamabad

convolutional-neural-networks mongodb mongodbatlas natural-language-processing opencv-python python3 tensorflow

Last synced: 06 May 2026

https://github.com/jedirhymetrix/ml-project-ideas-generator

Stylized text generation from a small text corpus using transfer learning

gpt-2 jupyter-notebook python style-transfer tensorflow text-generation transfer-learning

Last synced: 06 May 2026

https://github.com/syedsajjadaskari/end-to-end-chicago-taxi-tip-prediction-with-bigquery-and-vertex-ai

An end-to-end example of Chicago taxi on Google Cloud using TensorFlow, TFX, and Vertex AI

bigquery gcp tensorflow tfx vertex-ai

Last synced: 06 May 2026

https://github.com/antonio-f/linear-regression-with-tensorflow-2

Linear Regression with TensorFlow 2 (using Mini-Batch Gradient Descent)

linear-regression mini-batch-gradient-descent python tensorflow

Last synced: 11 May 2026

https://github.com/msamuelsons/projeto-integrador-libras

O projeto usa conceitos de deeplearning para classificação de mãos e ordenar a classe da respectiva letra do alfabeto

classification cnn-classification deep-learning machine-learning python3 tensorflow

Last synced: 06 May 2026

https://github.com/tejasvi541/face-recognition-siamese

Facial Recognition using the Siamese advance network

deep-learning docker tensorflow

Last synced: 06 May 2026

https://github.com/harmeshgv/lstm-nextwordpredictor

An LSTM-based next-word prediction model leveraging tokenized text sequences and an embedding layer. The model employs stacked LSTM layers with dense softmax classification for vocabulary prediction. Includes data preprocessing, model training, and an interactive CLI for real-time inference.

containerization docker-container lstm-neural-networks nlp-machine-learning tensorflow

Last synced: 11 May 2026

https://github.com/mudassir-a/stock-price-predictions

vibe coded cloud computing uni-proj ☁️🐍

python stock-price-prediction streamlit tensorflow

Last synced: 06 May 2026

https://github.com/amr-f-ramadan/python-flowers-classifier

🌸 Complete Udacity ML TensorFlow Image Classifier Project - Flower species classification using MobileNetV2 transfer learning with 102 Oxford flower classes. Enhanced with automated conda setup, cross-platform GPU detection, and Apple Silicon support. Achieves 80%+ accuracy.

apple-silicon artificial-intelligence computer-vision conda-environment cross-platform deep-learning flower-classification image-classification jupyter-notebook machine-learning macos mobilenetv2 neural-networks oxford-flowers python tensorflow transfer-learning udacity-nanodegree

Last synced: 14 Apr 2026

https://github.com/saivarun2611/potato_disease_classifier

This project is a Potato Disease Classifier that uses a Convolutional Neural Network (CNN) to classify potato leaves as healthy, suffering from early blight, or late blight. The model helps in early detection of diseases, which can be crucial in maintaining crop health and yield.

cnn keras matplotlib numpy pandas python3 tensorflow

Last synced: 14 Apr 2026

https://github.com/rifaamrilsahputra/ocr-alphanumeric-cnn

Convolutional Neural Network (CNN) for Optical Character Recognition (OCR) on alphanumeric characters (0–9 and A–Z) using the Kaggle Standard OCR Dataset.

alphanumeric character-recognition cnn deep-learning keras ocr tensorflow

Last synced: 20 Apr 2026

https://github.com/camara94/introduction_to_tensorflow_ai

TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning! You’re joining thousands of learners currently enrolled in the course. I'm excited to have you in the class and look forward to your contributions to the learning community.

artificial-intelligence deep-learning jupyter-notebook machine-learning machine-learning-algorithms python tensorflow

Last synced: 11 May 2026

https://github.com/arpandatta011/deep-learning-for-pneumonia-detection-in-chest-x-rays

This project focuses on pneumonia detection using chest X-ray images and deep learning. It leverages transfer learning with the pre-trained VGG16 model to classify images as Pneumonia or Normal, aiming to assist in fast and accurate medical diagnosis.

deep-learning efficientnetb0 keras resnet-50 sklearn sklearn-metrics tensorflow vgg16

Last synced: 06 May 2026

https://github.com/navaneetha123-tech/signature-recognition-cnn

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

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

Last synced: 20 Apr 2026

https://github.com/raju-2003/agri-aid-expert

AgriExpert utilizes Streamlit, Tensorflow, and Python for predicting crop diseases, aiding farmers in proactive agricultural management.

openai python serper streamlit 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