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/arpandatta011/facial_image_recognition

This project includes the introduction of the facial expression recognition and an investigation on the recent previous researches for extracting the effective and efficient method for facial expression recognition.

cv2 keras matplotlib numpy pandas tensorflow

Last synced: 09 Apr 2026

https://github.com/u-t-k-a-r-s-h/animal_classification_cnn

A CNN based animal classification system which uses deep neural network to identify features associated with each class and predicts the outcome.

computer-vision convolutional-neural-networks opencv python tensorflow

Last synced: 09 Apr 2026

https://github.com/serialphotog/handwritten-ocr

Playing around with neural networks and optical character recognition.

mnist neural-network pytorch tensorflow

Last synced: 25 Dec 2025

https://github.com/sathviknayak123/sentiment-anyalysis

Sentiment Analysis using DistlBERT Transformer from HuggingFace. Also integrated Airflow for end-to-end pipeline

airflow astronomer distilbert flask huggingface-transformer nlp python s3-bucket selenium-webdriver sentiment-analysis tensorflow web-scraping-python

Last synced: 09 Apr 2026

https://github.com/rakibhhridoy/imagedenoisingusing-autoencoders

Filtering out the noise presented in the image by auto-enconder algorithm in TensorFow and Keras. Rare images, unclean crime images,medical noise images can be denoised and find out the desired outcome by using auto-encoders.

autoencoder autoencoder-architecture autoencoder-neural-network deep-learning image-clean image-denoising keras python tensorflow theory

Last synced: 05 May 2026

https://github.com/quanhua92/tensorflow-2.x-cheatsheet

CheatSheet for deep learning and machine learning researchers using Keras & TensorFlow 2.x

cheatsheet keras tensorflow tensorflow2

Last synced: 08 May 2026

https://github.com/saanidhyam/food-calories-estimation-using-image-processing

food detection and calorie estimator using cnn and foodd dataset

cnn python tensorflow

Last synced: 19 Feb 2026

https://github.com/bhargav-joshi/img-caption-generator

Automatically creating the description or caption of an image using any natural language sentences is a very challenging task. It requires both methods from computer vision to understand the content of the image and a language model from the field of natural language processing to turn the understanding of the image into words in the right order. In addition to that we have discussed how this model can be implemented on web and will be accessible for end user as well.

flask jupyter-notebook keras machine-learning nlp nltk numpy pandas python tensorflow

Last synced: 09 Apr 2026

https://github.com/zanuarts/machinelearning

Machine Learning Repo of my Learning, feel free to see, learn, and share.

image-classification image-processing machine-learning natural-language-processing tensorflow time-series

Last synced: 18 May 2026

https://github.com/iamdevnd/kavach

Developed an AI-powered browser extension capable of detecting and blocking NSFW (Not Safe for Work) content in real-time.

back-end-development dataclustering datapreparation javascript machine-learning mobilenetv2 tensorflow

Last synced: 19 Feb 2026

https://github.com/hackintoshrao/cifar-10-image-classification

Classifying objects from CIFAR 10 image dataset using Convolutional neural networks

convolutional-neural-networks deep-learning image-processing tensorflow

Last synced: 02 Aug 2025

https://github.com/aryanyadav-dev/celestial-spectroscopy

Developed a Deep learning model using TensorFlow and Keras to classify synthetic spectral data from celestial objects, including stars and galaxies. Utilizing a Convolutional Neural Network (CNN), the model analyzes spectroscopic features and achieves high accuracy in predicting object classifications.

cnn keras matplotlib python sckit-learn tensorflow

Last synced: 11 Apr 2026

https://github.com/yotam180/xai

xAI - A Research Project in the Field of Machine Learning (Magshimim 3rd year project)

artificial-intelligence cpp deep-learning machine-learning neural-network python tensorflow

Last synced: 19 Apr 2026

https://github.com/dakohhh/python-security-system

This project aims to enhance security on university campuses through the implementation of an intelligent camera security system powered by machine learning and face recognition. Built with Python, OpenCV, TensorFlow & FastAPI

bootstrap5 fastapi javascript jupyter machine-learning python tensorflow

Last synced: 11 Apr 2026

https://github.com/jixinfeng/deeplearning.ai

My solutions for deeplearning.ai programming assignments

andrew-ng deeplearning-ai jupyter-notebook keras python tensorflow

Last synced: 08 Apr 2026

https://github.com/agahkarakuzu/niobium

Automatically create Anki image-occlusion/simple card decks a from bunch of images or PDF files.

anki anki-card-generation anki-connect anki-occlusion cue-cards easyocr tensorflow

Last synced: 21 Feb 2026

https://github.com/frostbyte012/computer-vision-project-ay-2024

This project presents a real-time face emotion detection system implemented as a full-stack desktop application. The system integrates deep learning techniques to accurately classify human emotions, including happiness, sadness, anger, surprise, disgust, fear, and neutral expressions, from live video streams or camera inputs. Download apk file :-

android android-app computer-vision deep-learning java keras mlkit opencv tensorflow tensorflow-lite

Last synced: 11 Apr 2026

https://github.com/kr1shnasomani/plant-disease-detection

Detection of plant diseases using CNN (ResNet50 architecture)

cnn-classification keras resnet50-model tensorflow

Last synced: 16 Aug 2025

https://github.com/davidyslu/tensorflow-practice

Practicing and learning TensorFlow

machine-learning python tensorflow tutorial

Last synced: 13 Apr 2026

https://github.com/amogh7joshi/deeptoolkit

A deep learning library containing implementations of popular algorithms and extensions to TensorFlow and Keras, with an in-built computer vision module.

deep-learning keras neural-networks python tensorflow

Last synced: 05 Jan 2026

https://github.com/arrrsunny/blockyai

This is the educational project that allow user to build up their own AI model with various blocks:

ai blocks keras python3 tensorflow

Last synced: 03 Feb 2026

https://github.com/frederickroman/carscore

full-stack web app that scores cars using neural network trained on UCI car evaluation dataset

cars classifier express expressjs full-stack node nodejs tensorflow tensorflow-node tensorflowjs veutify vuejs vuejs2 vuex

Last synced: 05 May 2026

https://github.com/pat-alt/neuralnets

A small project on the use of deep learning for natural language processing (NLP).

deep-learning lstm rnn tensorflow word2vec

Last synced: 12 Apr 2026

https://github.com/kichuman28/wisecare-fall_detection_model

WiseCare Fall Detection System is an innovative solution designed to enhance elderly care and safety monitoring. Using advanced computer vision and machine learning techniques, our system provides real-time fall detection capabilities, helping caregivers respond quickly to potential emergencies.

docker flask tensorflow yolov11

Last synced: 10 Aug 2025

https://github.com/jagadishdas21/ai-doctor

AI Doctor is an intelligent chatbot designed to assist users in medical research and diagnosis-related queries. Built using Natural Language Toolkit (NLTK) and TensorFlow, this project leverages advanced machine learning techniques to provide accurate and relevant responses to users' health-related questions.

nltk python3 tensorflow

Last synced: 09 Apr 2025

https://github.com/takuseno/unreal

UNREAL implementation with TensorFlow

deep-reinforcement-learning tensorflow

Last synced: 13 May 2026

https://github.com/h3x4g0ns/model2c

tool to convert ML models into low-level inference for embedded platforms

arduino embedded-systems machine-learning onnx tensorflow tinyml torch

Last synced: 11 Apr 2026

https://github.com/qanastek/tictactoe

The TicTacToe game in JavaFX with a multilayer perceptron (MLP)

controlsfx css fxml java javafx scenebuilder tensorflow ux-design

Last synced: 12 Apr 2026

https://github.com/bdshrk/neuraldrummer

A neural network for generating drum tracks for songs using Python and TensorFlow.

computational-creativity creativity deep-learning drum-machine drumkit drums machine-learning neural-network python tensorflow

Last synced: 20 May 2026

https://github.com/albbus-stack/upscale-io

A simple tool to upscale your images.

flask heroku isr tensorflow upscale upscaling

Last synced: 07 Jan 2026

https://github.com/prem07a/dog_cat

Build and train a deep learning model to classify cat and dog images, with model performance analysis.

cnn deep-learning dog-cat-classification keras python3 streamlit-webapp tensorflow

Last synced: 05 May 2026

https://github.com/danibcorr/musicgenreclassifier

Music genre classifier for automatic equalization parameters for JamesDSP using CNN with Transformers.

classification cnn deep-learning dsp equalization jamesdsp music python spectrogram tensorflow transformer

Last synced: 15 Mar 2025

https://github.com/cbhihe/classify_sound_mobile

Deep NN transfer learning applied to classify sound on the fly from your mobile phone.

javascript mobile-app neural-network sound-classification tensorflow transfer-learning

Last synced: 16 May 2026

https://github.com/benehiko/tensorflowobjectdetectautolabel

Auto Label training data using a small trained model

pascal-voc tensorflow tensorflow-object-detection-api

Last synced: 11 Apr 2026

https://github.com/diegoperea20/nextjs-classification-cats-and-dogs-with-tensorflowjs

Nextjs application for classifying images of cats and dogs using tensoflowjs, converting a.h5 model to tensorflowjs that is .json and .bin

cats classification dogs json model nextjs pynb python tensoflowjs tensorflow

Last synced: 12 Apr 2026

https://github.com/paulj1989/bulgarian-constitutional-court-decisions

Developing NLP models for text and sentence classification using legal texts from the Bulgarian constitutional court.

keras neural-network nlp scikit-learn tensorflow tesseract

Last synced: 04 May 2026

https://github.com/n3011/dockerfile

Dockerfiles for deep learning dev

dockerfile nvidia-docker tensorflow

Last synced: 24 Mar 2025

https://github.com/arindal1/sentiment-analysis-tf-keras

A python script for YouTube sentiment analysis using a Neural Network with TensorFlow and Keras.

keras machine-learning sentiment-analysis tensorflow youtube

Last synced: 11 Apr 2026

https://github.com/g21589/imgprocflow

Image Process Flow

image-processing python tensorflow

Last synced: 19 May 2026

https://github.com/argemenon/ml-codes-vs

My repo for learning Image Processing and Machine Learning

image-processing machine-learning neural-network opencv pytohn3 tensorflow

Last synced: 13 Apr 2025

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/abhaskumarsinha/corpus2gpt

Corpus2GPT: A project enabling users to train their own GPT models on diverse datasets, including local languages and various corpus types, using Keras and compatible with TensorFlow, PyTorch, or JAX backends for subsequent storage or sharing.

attention-mechanism jax keras large-language-models llm llm-inference llm-training python3 pytorch tensorflow

Last synced: 11 Apr 2026

https://github.com/adityashaarma/asl-interpreter

Real-time ASL interpreter using CNN, OpenCV, and MediaPipe for accessible gesture recognition.

accessibility asl cnn computer-vision deep-learning keras mediapipe opencv python sign-language tensorflow

Last synced: 09 Apr 2026

https://github.com/priyanshu1303d/plant_disease_classification

The Plant Disease Classification project utilizes deep learning techniques to identify and classify plant diseases from images.

deep-learning opencv python tensorflow

Last synced: 11 Apr 2026

https://github.com/rfcx/tfk-audio

Tools for TensorFlow/Keras audio recognition workflows

audio audio-analysis audio-classification audio-processing deep-learning keras tensorflow tensorflow2

Last synced: 20 Feb 2026

https://github.com/gappeah/binance-crypto-prediction-and-analysis

This project leverages the Binance API to acquire real-time data for Bitcoin (BTC) and Ethereum (ETH). The data is then used to train a Long Short-Term Memory (LSTM) neural network model for predicting cryptocurrency prices.

api binance cryptocurrency keras machine-learning neural-networks python tensorflow

Last synced: 25 Feb 2025

https://github.com/harvie-mz/skin_scan

Skin_Scan a Mobile application aimed at detecting skin diseases through machine learning using smartphone cameras implemented using flutter and flask framework.

cnn flask flutter http tensorflow

Last synced: 06 May 2026

https://github.com/kitajussus/linearregresion.tf.keras

ml linear regresion made on base from tensorflow documentation

dnn keras-tensorflow machine-learning neural-network tensorflow

Last synced: 23 Mar 2025

https://github.com/ronnie-allen/music-genre-classification-with-cnn

A machine learning model for classifying music genres based on audio features. This repository contains the code and resources for building, training, and evaluating the model using popular libraries like TensorFlow and scikit-learn. It aims to predict the genre of music from raw audio data, providing a practical solution for music classification..

classification-model machine-learning ml-projects python streamlit tensorflow

Last synced: 29 May 2026

https://github.com/shettysach/handwriting-calculator

A calculator that uses handwritten digits and operators to calculate the result, using contour detection and CNN model prediction. Tensorflow (Keras) is used to create, train and load the neural network model used for predictions. CustomTKinter is used to provide the GUI. OpenCV and Pillow (PIL) are used for contour detection.

basic-arithmetic-operations calculator cnn cnn-keras convolutional-neural-networks digit-recognition handwriting-calculator handwritten-digit-recognition jupyter-notebook keras keras-models keras-neural-networks mnist mnist-classification mnist-handwriting-recognition opencv opencv2 pillow tensorflow tensorflow-models

Last synced: 09 Feb 2026

https://github.com/koukiftw/realtimesignlanguagerecognition

A real time sign language recognition traning model built with opencv and tensorflow that can detect hand gesture in real time.

computer-vision deep-learning machine-learning opencv python tensorflow

Last synced: 12 Aug 2025

https://github.com/imsheridan/xdeeprank

An eXtensible Package of Deep Learning based Ranking Models for Large-scale Industrial Recommender System with Tensorflow

click-through-rate ctr deep-learning industrial large-scale ranking recommendation recommender-system tensorflow

Last synced: 30 Apr 2026

https://github.com/bunu23/image-classification-resnet50-streamlit

This project demonstrates an image classification system using ResNet50, fine-tuned on a custom dataset. It includes a Streamlit application for user interaction, allowing image uploads and classification results. It integrates Google's generative AI models for enhanced analysis.

cnn deep-learning generative-ai keras matplotlib numpy pillow python resnet-50 streamlit tensorflow

Last synced: 07 Apr 2026

https://github.com/jersongb22/datascience_ibm_stockpredictionlstm_project

In the IBM Advanced Data Science specialization, an interactive real-time web application was developed using LSTM networks in TensorFlow to predict stock market trends for global companies.

apache-spark data-science deep-learning lstm-neural-networks machine machine-learning plotly python scikit-learn streamlit tensorflow

Last synced: 13 Apr 2026

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

This is a Handwritten Digit Recognizer experiment based on Convolutional Neural Network and MNIST dataset.

cnn convolutional-neural-networks deep-learning handwritten-digit-recognition keras mnist mnist-handwriting-recognition python tensorflow

Last synced: 09 Apr 2026

https://github.com/rik-sarkar-07/machine-intelligence

Machine intelligence is advanced computing that enables a technology (a machine, device, or algorithm) to interact with its environment intelligently,

computer-vision deep-learning feature-extraction image-processing machine-learning matplotlib opencv python pytorch sklearn tensorflow

Last synced: 02 Apr 2026

https://github.com/nitin27may/stretchtracker

AI-powered desktop app that promotes healthy breaks with smart stretch detection. Utilizes OpenCvSharp4 for computer vision and TensorFlow.NET for ML-based pose recognition. Features adaptive environment calibration, SQLite data tracking, and responsive UI through async processing—helping users maintain physical well-being during computer work.

dotnet9 opencvsharp4 sqlite tensorflow wpf

Last synced: 21 May 2026

https://github.com/amodinho/imperial-data-science

(WIP) An open source Data Science Curriculum that exposes you to Cloud-Native Data Science. 👩‍🔬👨‍🚀

azure data-science data-science-learning fastai kaggle python tensorflow

Last synced: 11 Apr 2026

https://github.com/sergio11/diabetes_prediction_ml

Predicting diabetes using machine learning models based on medical data 📊💉. The goal is to create an accurate and reliable diagnostic tool for early detection 🏥🤖.

adaboost classification data-preprocessing data-science deep-learning diabetes-prediction exploratory-data-analysis feature-engineering gradient-boosting healthcare k-nearest-neighbors keras lightgbm logistic-regression machine-learning predictive-modeling random-forest svc tensorflow xgboost

Last synced: 02 Apr 2025

https://github.com/gaiborjosue/deeplearning-projects

This repository contains a collection of Deep Learning projects implemented using TensorFlow. These projects showcase various applications and techniques of Deep Learning, providing hands-on examples for building neural networks and solving real-world problems.

deep-learning python tensorflow

Last synced: 03 May 2026

https://github.com/soumyagautam/sign-sense

Deep Learning and Neural Network based Sign Sense or 'Sign Language' to Speech converter is an desktop app which can detect hand signs in a frame and can convert them to Speech, according to their respective meaning. Opposite to this, it can also recognise your voice and can convert it to sign language.

ai cv2 dataprocessing deep-learning keras machine-learning mediapipe moviepy-library neural-network openai-whisper scikit-learn tensorflow tkinter-python

Last synced: 10 Apr 2026

https://github.com/suraj-sedai/lstm-deep-learning

A step-by-step guide to mastering sequence prediction using TensorFlow and LSTM. This repository covers everything from basic linear predictions to advanced multi-step forecasting, many-to-many LSTM models, and real-world applications like stock price forecasting and sales prediction.

lstm-neural-networks lstm-sentiment-analysis numpy pandas python sklearn tensorflow

Last synced: 11 Apr 2026

https://github.com/tegaraditya/iotanic-classification-api

IoTanic's CNN model implementation using FastAPI

cnn-keras fastapi machine-learning python tensorflow

Last synced: 03 May 2026

https://github.com/mdaiyub/covid-19-detection

The emergence of Coronavirus Disease 2019 (COVID-19) in early December 2019 has caused immense damage to health and global well-being. Currently, there are approximately five million confirmed cases and the novel virus is still spreading rapidly all over the world. The chest X-ray images along with emerging Artificial Intelligence (AI) methodologies, in particular, Deep Learning (DL) algorithms have recently become a worthy choice for early COVID-19 screening. This work proposes a DL-assisted automated method using X-ray images for the early diagnosis of COVID-19 infection. We evaluate the effectiveness of the pre-trained Convolutional Neural Network (CNN) model. The model has been validated on publicly available chest X-ray images and it is obtained by CNN with an accuracy of 97.26%. This study will be useful for researchers to think about the design of more effective CNN-based models for early COVID-19 detection.

backend early-stopping global keras matplotlib modelcheckpoint numpy os pandas tensorflow

Last synced: 02 Apr 2026

https://github.com/vrijraj/image-classification-using-tensorflow.js

Simple Example of Image Classification using MobileNet Model in TensorFlow.js

mobilenet tensorflow tensorflowjs tf tfjs

Last synced: 08 Apr 2025

https://github.com/toelt-llc/course-virtuous-ml-lecture

Material for the course given in the VIRUOUS H2020 Project on fundamentals of machine learning and neural networks.

keras machine-learning teaching tensorflow

Last synced: 08 May 2026

https://github.com/olk/ki-ocr-spreadsheet

convert a spreadsheet exported as JPEG into a CSV file containing spreadsheet's data by using a DNN (Tensorflow)

artificial-intelligence cpp csv ctc-loss deep-learning dnn dnn-model jpeg keras neural-network opencv python spreadsheet tensorflow

Last synced: 09 Apr 2026

https://github.com/solrikk/pictrace-web

PicTraceV2 is a highly efficient image matching platform that leverages computer vision using OpenCV, deep learning with TensorFlow and the ResNet50 model, asynchronous processing with aiohttp, and Selenium for browser automation. PicTraceV2 allows users to upload images directly or provide URLs, quickly scanning a vast database to find image

automation computer-vision data-analysis data-extraction deep-learning image-processing image-search machine-learning natural-language-processing opencv openpyxl pandas python selenium tensorflow web-scraping yandex yandex-api

Last synced: 12 Apr 2026

https://github.com/sminerport/imdbsentimentclassifier

A sentiment analysis model trained on the IMDb Movie Reviews Dataset to classify reviews as positive or negative. This project uses a Bidirectional LSTM with GloVe embeddings, batch normalization, and regularization to improve accuracy and generalization. Includes data preprocessing, model training, and evaluation.

bidirectional-lstm deep-learnning git-lfs glove imdb-dataset keras lstm machine-learning movie-review-app natural-language-processing nlp opinion-mining python sentimental-analysis tensorflow text-classification

Last synced: 29 Apr 2026

https://github.com/refcell/fractaltreemodels

Side project to create fractal tree models

fractal fractals python python3 tensorflow

Last synced: 11 Apr 2026

https://github.com/vtomlin1/portfolio

Here are some projects that I have worked on.

databases machine-learning mysql pandas-python python tableau-public tensorflow

Last synced: 07 Jan 2026

https://github.com/kabeer786786/doodlerecognizer

A Doodle Recognizer that uses machine learning to classify hand-drawn sketches into predefined categories with high accuracy.

convolutional-neural-networks deep-learning expressjs flask keras nodejs python reactjs tailwindcss tensorflow

Last synced: 10 Apr 2026

https://github.com/kavayk29/quora-duplicate-question-pair

This project improves information retrieval by detecting duplicate question pairs in the Quora dataset using data exploration, text preprocessing, feature engineering, and models like Random Forest and LSTM, aiming to streamline question-answering.

beautifulsoup4 bilstm gensim keras lstm matplotlib numpy pandas pytorch random-forest seaborn sklearn tensorflow xgboost

Last synced: 21 Jan 2026

https://github.com/tonywu71/vision-transformer

Tensorflow implementation of Image Classification with Vision Transformer on the MNIST dataset.

computer-vision mnist tensorflow vision-transformer vit

Last synced: 05 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