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/amokorankye/bone-fracture-detection-using-cnns

Implementation of a convolutional neural network (CNN) to detect bone fractures in X-ray images. The model classifies X-ray images into two categories: fractured and not fractured bones.

cnn-classification python tensorflow

Last synced: 06 May 2026

https://github.com/alimalik122/chest-xray-covid19-classification

🩺 Build a model to classify chest X-rays for COVID-19 detection, enhancing diagnosis and improving healthcare delivery.

chest-xray-images cnn computer-vision convolutional-neural-network covid-19 deep-learning healthcare image-classification keras machine-learning model-evaluation python tensorflow

Last synced: 14 Jan 2026

https://github.com/aryakoureshi/shallow-cnn-image-classification

This repository contains a Jupyter notebook implementing the shallow CNN architecture described in Shallow_CNN_for_Image_Classification.pdf. I demonstrate its performance on MNIST, Fashion‑MNIST, and CIFAR‑10 datasets.

computer-vision deep-learning image-classification keras machine-learning scnn tensorflow

Last synced: 07 May 2026

https://github.com/lakshya-gg/machine-learning

This repo provides solutions and accompanying notes for the Machine Learning Specialization offered by Stanford University and Deeplearning.ai on Coursera, taught by Professor Andrew Ng, as of the year 2023.

anomaly-detection collaborative-filtering linear-regression logistic-regression neural-networks recommender-system regularization reinforcement-learning tensorflow

Last synced: 07 May 2026

https://github.com/thiruvarankanm/fashionmnist-cnn

End-to-end CNN for Fashion MNIST classification with data augmentation and TensorFlow Lite quantization for efficient deployment.

deep-learning fashion-mnist image-classification keras tensorflow

Last synced: 07 May 2026

https://github.com/yashuv/handwritten-devnagari-optical-character-recognition

Handwritten Devnagari Optical Character Recognition(OCR) using CNN and OpenCV

cnn-keras ocr-recognition opencv python tensorflow

Last synced: 07 May 2026

https://github.com/adzkykhairany/streamlit_rockpaperscissors_classifier

A Streamlit-based web application for classifying images of Rock, Paper, or Scissors using a machine learning model. This project enables users to upload images, and the model accurately identifies them as either Rock, Paper, or Scissors.

convolutional-neural-networks lfs python tensorflow

Last synced: 13 May 2026

https://github.com/debugger24/handwritten-character-classification

Handwritten Character Classification using CNN in Keras with tensorflow backend

cnn image-classification keras neural-networks tensorflow

Last synced: 07 May 2026

https://github.com/petrosdemetrakopoulos/spaceship-titanic

My response in the rolling "Spaceship Titanic" Kaggle Competition

kaggle machine-learning neural-network tensorflow

Last synced: 07 May 2026

https://github.com/natielle/udemy-tensorflowcompython

Material de estudo do curso: https://www.udemy.com/course/tensorflow-machine-learning-deep-learning-python/learn/lecture/12670278#overview

deep-learning deep-neural-networks deeplearning python tensorflow

Last synced: 14 May 2026

https://github.com/mathisve/tensorflow-io-audio-2channel-to-mono

Convert a 2 channel audio tensor to a mono audio tensor

tensorflow tensorflow-audio

Last synced: 07 May 2026

https://github.com/denicrizz/sistem-content-based-image-retrieval-streamlit-version-

Sistem pencarian gambar serupa menggunakan framework stramlit

cibr streamlit tensorflow

Last synced: 07 May 2026

https://github.com/tawounfouet/road-to-deeplearning-mastery

Documenting my deeplearning learning journey

cnn deep-learning keras lstm rnn tensorflow

Last synced: 07 May 2026

https://github.com/imvision12/pix2pix-tf

A Tensorflow implementation of Image-to-Image Translation with Conditional Adversarial Networks (Pix2Pix)

deep-learning gan pix2pix tensorflow

Last synced: 07 May 2026

https://github.com/mark-mdo47/family-machine-learning-project-2017

We are doing a two-part Machine Learning project this summer with SciKit-Learn and Keras/TensorFlow

machine-learning python scikit-learn tensorflow

Last synced: 07 May 2026

https://github.com/en10/kerascifar

Keras on CIFAR

cifar cifar10 keras tensorflow

Last synced: 08 May 2026

https://github.com/avdvh/diabetes-prediction-model

A Python-based binary classification model built with TensorFlow and Keras, featuring hyperparameter optimization via RandomSearch, data preprocessing, visualization, and SHAP analysis. Achieves 99.58% test accuracy.

keras neural-network shap tensorflow

Last synced: 08 May 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/nowrin-sanjana/efficientdeeplearningmodelsforalzheimer-sstagedetectionusingmri_images

This repository contains the implementation and documentation of deep learning models designed to classify the stages of Alzheimer's disease using MRI images. The project explores the effectiveness of pre-trained convolutional neural networks (CNNs) such as VGG16, ResNet50, and EfficientNetB0 in detecting and categorizing neurodegenerative disease

computer-vision efficientnetb0 keras python3 tensorflow vgg16

Last synced: 08 May 2026

https://github.com/edisonmoy/facial-classification

Training facial classification models to be used in real time with facial detection.

deep-learning face-detection image-classification keras opencv pillow scraping tensorflow

Last synced: 08 May 2026

https://github.com/aravindnathan02/machine-learning-projects

Machine Learning and Deep Learning projects which mainly focuses on predictive modeling.

deep-learning machine-learning neural-networks predictive-modeling python scikit-learn tensorflow

Last synced: 08 May 2026

https://github.com/prneidhardt/neural-networks

Customer Churn Prediction Project

ann artificial-neural-networks keras tensorflow

Last synced: 08 May 2026

https://github.com/anibalalpizar/python-deep-learning-temperature-converter

Celsius to Fahrenheit converter using Python and deep learning.

deep-learning deep-neural-networks python tensorflow

Last synced: 14 May 2026

https://github.com/atharvapathak/melanoma_detection_case_study

Creating a possible model to detect melanoma from the dataset accurately using CNN.

cnn-model computer-vision deep-learning keras machine-learning melanoma python skin-cancer-detection tensorflow

Last synced: 08 May 2026

https://github.com/josecorreamorales/imageprediction-tersorflow

Uso de TensorFlow.js para llevar a cabo la predicción de imágenes mediante el uso del modelo MobileNet y la clasificación usando el algoritmo K-Nearest Neighbor y 🖐️PoseDetection. Permite la identificación de objetos en imágenes de fuentes como Picsum, e integra la habilidad de cambiar de manera dinámica streams en tiempo real desde la webcam

hand-pose-detection html-css-javascript image-classification k-nearest-neighbor-classifier knn mobilnet tensorflow

Last synced: 14 May 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/nurulashraf/rnn-sequence-number-prediction

This analysis demonstrates building and training a simple RNN model to predict the next number in a sequence, covering data preparation, model architecture, training, and prediction.

data-science deep-learning keras machine-learning python recurrent-neural-networks rnn sequence-prediction tensorflow time-series

Last synced: 08 May 2026

https://github.com/anzure/digit-classification-ai

Recognize handwritten digits with Deep Learning technology

deep-learning python tensorflow

Last synced: 14 May 2026

https://github.com/trisdeveloper/ai-word-predictor

An AI model to predict the missing words in a text sequence.

ai bert gradio huggingface language-model machine-learning python tensorflow tranformers

Last synced: 08 May 2026

https://github.com/dcabezas98/lux-model

Coding, training and testing of the generative model used in LUX.

computer-vision gans image-translation machine-learning python3 tensorflow

Last synced: 08 May 2026

https://github.com/aryanjain28/image-caption-generator

Fused RNN and CNN to predict image activity by amalgamating Xception model output and text input for enhanced accuracy.

cnn computer-vision data-science machine-learning neural-network python rnn tensorflow

Last synced: 08 May 2026

https://github.com/usman619/machine-learning

Some common machine learning examples

machine-learning ml opencv 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/jaimealruiz/laocoonte

Intelligent IDS for Anomaly Detection in Network Traffic based on 1D CNN Autoencoder and One-Class SVM

anomaly-detection autoencoder cybersecurity deep-learning ids neural-network one-class-svm sklearn tensorflow wip

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/avanishd-3/tf-neural-nets

Neural networks written in TensorFlow

tensorflow

Last synced: 15 Jun 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/gregoritsch3/dl_cv_e2e_potatodiseaseclassification

A guided CodeBasics Deep Learning Project where a Convolutional Model is deployed onto a Website (FastAPI) and Mobile App (React Native, Google Cloud). Its purpose is the classification of potato plant images into "healthy", "Early Blight" and "Late Blight" categories.

cnn-classification gcp model-deployment scikit-learn tensorflow

Last synced: 08 May 2026

https://github.com/sedoll/ai_gym

전문대 졸업작품, 인공지능 헬스트레이너

ai api css css3 google html html5 javascript tensorflow

Last synced: 08 May 2026

https://github.com/ichowdhury01/movie-review-sentiment-analyzer

An app that trains a Recurrent Neural Network to perform sentiment analysis on movie reviews. Accepts user-inputted reviews.

keras machine-learning natural-language-processing neural-network sentiment-analysis tensorflow

Last synced: 13 Apr 2026

https://github.com/bragdond/text-classification-nlp-tf

Text classification with keras api from tensorflow using RNN layers such as LTSM and GRU

glove-embeddings gru nlp tensorflow text-classification tf

Last synced: 09 May 2026

https://github.com/ehvenga/mnist.handwritten.digit.recognition-tensorflow

This Jupyter Notebook demonstrates a TensorFlow model for recognizing handwritten digits using the MNIST dataset, focusing on model construction, training, and accuracy evaluation.

computer-vision convolutional-neural-networks handwritten-digit-recognition machine-learning mnist-classification tensorflow

Last synced: 09 May 2026

https://github.com/iwatake2222/tfjs_study

play ground for TensorFlow.js

javascript tensorflow

Last synced: 09 May 2026

https://github.com/sanyambk/hate-speech-detection

Multiclass hate-speech detection pipeline: data cleaning, neural model training, and serialized inference artifact.

deep-learning machine-learning nlp pytorch tensorflow text-classification

Last synced: 09 May 2026

https://github.com/nikitagoldashevsky/nmt-transformer

A TensorFlow-based Transformer model for English-to-Russian neural machine translation. Features subword tokenization with SentencePiece, hyperparameter optimization via genetic algorithm, and a Flask web interface for real-time translations.

deep-learning english-to-russian flask genetic-algorithm machine-learning natural-language-processing neural-machine-translation sentencepiece tensorflow transformer

Last synced: 09 May 2026

https://github.com/prithvi45/deep-learning-with-tensorflow

Implementation of CNNs, RNNs, GANs etc using Tensorflow

python tensorflow

Last synced: 13 Apr 2026

https://github.com/snehalyelmati/tensorflow-in-practice

Assignments and course materials for Tensorflow in Practice by deeplearning.ai

coursera deeplearning-ai keras machine-learning tensorflow

Last synced: 09 May 2026

https://github.com/lasyakonduru/cifar-10-image-classification-with-cnns-baseline-and-enhanced-models

This project focuses on multi-class image classification using CNNs with the CIFAR-10 dataset. It compares a baseline and an enhanced model to classify 10 categories, including trucks, for real-world applications like preventing deer-vehicle collisions. Includes architecture, training, and evaluation insights.

cifar10 computer-vision convolutional-neural-networks deep-learning image-classification keras machine-learning multi-class-classification tensorflow

Last synced: 13 Apr 2026

https://github.com/tamohannes/image_colorization

Grayscal image to colorful transformation

cnn deep-learning keras neural-network tensorflow vgg16

Last synced: 09 May 2026

https://github.com/joaobenedetmachado/price-predictor

price predictor with tensorflow, fastapi and a simple GUI

deep-learning fastapi ml mlops tensorflow

Last synced: 09 May 2026

https://github.com/shba007/plant-lens-ai

AI Research for plant lens

ai ml python tensorflow

Last synced: 09 May 2026

https://github.com/frederikschubert/variational-autoencoder

An example implementation of the Variational Autoencoder

keras python tensorflow variational-autoencoder

Last synced: 09 May 2026

https://github.com/rakibhhridoy/neuralstyletransfer-tensorflow

One of the curious outcome of data science revolution is neural style transfer where nst algorithm merge two images, content and style, creating a artistic image of content image. Here TensorFlow is used to process images and lastly used nst algorithm.

deep-learning deep-neural-networks machine-learning neural-style-transfer neuralstyletransfer nst python tensorflow

Last synced: 09 May 2026

https://github.com/glencrawford/tensorflow_mnist_fashion_recognition

Clothing classification with a Tensorflow 2 and Keras neural network.

keras machine-learning neural-network python tensorflow

Last synced: 09 May 2026

https://github.com/jarif87/predictive-seq-genix

SequenceForesight: A Django-based web app with a futuristic UI that predicts the next number in a 10 number sequence, featuring real-time input validation and responsive design.

deployment django-application html-css lstm-neural-networks number-sequences python tensorflow

Last synced: 09 May 2026

https://github.com/srking501/ssp

Software Stack Program (SSP). The process to automate the assessment of Machine Learning (ML) Models.

darknet-yolo keras keras-tensorflow machine-learning tensorflow yolov3 yolov3-tiny

Last synced: 09 May 2026

https://github.com/ashishbodhankar/mnist_classification_tensorflow_no_keras

Understanding the performance of different neural network architectures on the MNIST handwritten digits dataset, implemented in Tensorflow.

categorical-cross-entropy cnn custom-tensorflow gradienttape mnist mnist-handwriting-recognition regularization sequential-models tensorflow tensorflow-models

Last synced: 12 Feb 2026

https://github.com/malick08012/mental-health-prediction-using-nn

A simple yet powerful feed-forward neural network built with TensorFlow/Keras to predict mental health conditions based on structured survey data. This project aims to support early detection and awareness by classifying potential mental health issues using machine learning.

aiproject keras machine-learning mentalhealth neural-network tensorflow

Last synced: 13 Apr 2026

https://github.com/pradeep31747/smartsuggest-personalized_product_recommendations

This project implements a personalized product recommendation system using machine learning techniques to enhance user experience and drive engagement.

jupyter-notebook keras numpy pandas pyhton scikit-learn sql tensorflow vscode

Last synced: 28 Jan 2026

https://github.com/abhixsh/leafguard

Leaf Algae Detection is a mobile application designed to help users identify plant diseases, specifically algae infections, using artificial intelligence. The app leverages machine learning models trained with Google’s Teachable Machine and TensorFlow to recognize various plant health issues through leaf images.

flutter googleai tensorflow

Last synced: 06 Jul 2026

https://github.com/nancyhamdan/24hdsc-2023

Predicting the stage of Dementia in Alzheimer patients using MRI brain scans

alexnet convolutional-neural-networks deep-learning keras neural-networks tensorflow

Last synced: 14 Apr 2026

https://github.com/unused-dev/tfc-tensorflow-cnns

Convolutional Neural Networks in TensorFlow

tensorflow

Last synced: 24 Oct 2025

https://github.com/nashory/tensorboard-torch7

Torch interface to tensorboard of Tensorflow for powerful visualization and logging.

graphs logging tensorboard tensorboard-visualization tensorflow torch visualization

Last synced: 16 May 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/vasu7052/facial-emotion-detection

This project is for detecting emotion out of 7 trained emotion categories

deep-learning emotion-recognition face-detection keras machine-learning opencv tensorflow

Last synced: 14 Apr 2026

https://github.com/sadmansakib93/arctic-mammal-classification

Deep learning model for acoustic detection and classification of Bowhead whales. This repo contains code for the binary classification model, two classes are: Bowhead whales (BH), Other/background.

annotations audio-analysis audio-classification classification deep-learning deep-neural-networks machine-learning python spectrogram tensorflow

Last synced: 01 May 2026

https://github.com/lkuich/coach-unity

Unity SDK for Coach

machine-learning ml tensorflow unity

Last synced: 02 May 2026

https://github.com/harikishan-ai/pcos-detection-using-ultrasound-image

This project leverages convolutional neural networks (CNNs) to detect Polycystic Ovary Syndrome (PCOS) in ultrasound images by accurately identifying characteristic ovarian features. The goal is to provide a non-invasive, AI-powered tool for early and precise PCOS diagnosis.

cnn-classification image-processing python3 tensorflow yolov8

Last synced: 28 Jan 2026

https://github.com/kozuedoingregression/attention-frontend

frontend for the attention model using Nextjs

attention-mechanism fastapi kernel llms nextjs tensorflow

Last synced: 18 Oct 2025

https://github.com/heysreelal/wasteclassifier

An app that classifies wastes to particular trash bins. Uses TensorFlow Lite. Keerthana's Project.

machine-learning mmc model project tensorflow

Last synced: 27 Oct 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