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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/sebastianbrzustowicz/collision-detection-ai

Python + TensorFlow. Repository for training a machine learning model for collision detection with an accelerometer sensor data and TensorFlow.

accelerometer accelerometer-data ai artificial-intelligence data dataset imu learning machine-learning microprocessor ml model quadcopter script sensor tensorflow

Last synced: 24 Apr 2026

https://github.com/solanovisitor/keratoconusdetector

A repository to train and evaluate CNN-LSTM models aiming to detect Keratoconus on Galilei G6 optical biometer data.

cnn deep-learning keras lstm machine-learning pandas python scikit-learn tensorflow

Last synced: 05 Apr 2026

https://github.com/silvermete0r/oraclus-cryptopappy-web-app

Oraclus - CryptoPappy. Cryptocurrency Analysis App based on Streamlit framework.

cryptocurrency news-api streamlit tensorflow

Last synced: 13 Apr 2026

https://github.com/praveengnair/mask-detection

Face Mask Detection system built with OpenCV, Keras/TensorFlow using Deep Learning and Computer Vision concepts in order to detect face masks in static images as well as in real-time video streams.

opencv-python python3 tensorflow

Last synced: 29 Apr 2026

https://github.com/chayuto/yamnet-cry-distill-int8

Python ML for training a custom on-device cry model (knowledge-distilled from YAMNet, INT8, deployed on ESP32-S3)

audio-classification audioset cry-detection embedded-ml esp32 esp32-s3 int8-quantization knowledge-distillation on-device-ml tensorflow tflite tinyml yamnet

Last synced: 04 Jun 2026

https://github.com/birddevelper/wyna

WYNA is a tiny bot asking your name and remembers your face and your name on next encounter

bot detection face face-detection face-recognition facenet facenet-model facenet-trained-models image-processing python tensorflow voice-recognition

Last synced: 24 Apr 2026

https://github.com/jerrywingsky/nlp-based-sentiment-analysis-on-mental-health

As part of my Group Project, our team developed a Machine Learning Model using NLP & Sentiment Analysis to analyze Mental Health Statements. We performed Data Cleaning, Transformation, and applied Decision Tree & Neural Network Algorithms to classify as either "Normal" or "Depressed," aiming to support Early Mental Health Assessment through AI.

daml googlecolab keras python tensorflow

Last synced: 24 Feb 2026

https://github.com/camara94/tensorflow

TensorFlow est une bibliothèque de Machine Learning, il s’agit d’une boîte à outils permettant de résoudre des problèmes mathématiques extrêmement complexes avec aisance. Elle permet aux chercheurs de développer des architectures d’apprentissage expérimentales et de les transformer en logiciels. Et open source crée par google.

data-analytics data-science ia machine-learning tensorflow

Last synced: 29 Apr 2026

https://github.com/himanchalchandra/text-classification-using-deep-neural-network-

Implemented a system which can categorize or classify a textual data using Deep Neural Network Model trained using Google Tensorflow.

classification dataset deep-learning natural-language-processing neural-network tensorflow textual-data

Last synced: 18 May 2026

https://github.com/ameyagodbole/data-utils

Data handling tools

tensorflow

Last synced: 29 Apr 2026

https://github.com/pishangujeniya/faster-r-cnn-tf

Faster R CNN Implementation from Scratch using Tensorflow

cnn faster-rcnn tensorflow

Last synced: 29 Apr 2026

https://github.com/johnpaulada/ballot-reader-tfjs

🗳️ An experiment for reading election ballots using TensorFlow.js.

tensorflow tensorflow-js tensorflowjs

Last synced: 29 Apr 2026

https://github.com/pilestin/my-ml-adventure

My Machine Learning adventure. This repo contains the ML courses I took and my notes from the classes.

machine-learning tensorflow

Last synced: 24 Apr 2026

https://github.com/vanvalenlab/deepcell-retinamask

RetinaNet and RetinaMask models for object detection based on TensorFlow and DeepCell-tf.

maskrcnn object-detection retinanet tensorflow

Last synced: 17 May 2026

https://github.com/niranjanchaudhari0929/detecting-brain-tumor-using-deep-learning-models

Prediction model developed for predicting presence and type of brain tumor using MRI scans of brain.

matplotlib pandas seaborn sklearn tensorflow

Last synced: 05 Apr 2026

https://github.com/samlam140330/digitalrecognizeai

Just an AI for simple digital recognition

machine-learning python tensorflow turicreate

Last synced: 29 Apr 2026

https://github.com/javierkaiser9/rgb-d_dual_input_machine_learning_model

This Demo presents a machine learning-based steering module for sidewalk navigation . Using a dual-input EfficientNetV2 model, it processes RGB-D data from an Intel RealSense D415 to classify sidewalk scenarios and generate real-time steering commands. Optimized with OpenVINO

efficientnet efficientnetv2 machine-learning numpy opencv openvino python3 realsense-camera tensorflow

Last synced: 28 Apr 2026

https://github.com/mhdb96/ml-django-webapp

Machine learning practice project on NLP for Turkish language 🔥 using multiple datasets & deep learning algorithms from TensorFlow.

cnn deep-learning django fasttext lstm machine-learning mlp perceptron python rnn tensorflow

Last synced: 14 Apr 2026

https://github.com/waddafunk/containerized_ml

Template to dockerize a Tensorflow algorithm and serve its predictions as an API using Flask

mlops mlops-community mlops-workflow tensorflow

Last synced: 18 Apr 2026

https://github.com/anxingle/ctc_example

CTC tutorial of OCR recognition(tensorflow0.9)

ctc tensorflow

Last synced: 24 Apr 2026

https://github.com/adeel-intizar/cifar-10-state-of-the-art-model

TensorFlow / keras Implementation of a new Architecture on CIFAR-10 Dataset

cifar-10 cifar10 keras resnet resnet-50 senet tensorflow

Last synced: 18 Apr 2026

https://github.com/sarah627/deep-learning

This repo contains deep learning projects, applications on DL concepts, and DL roadmap

classification cnn deep-learning jupyter-notebook keras neural-network python tensorflow

Last synced: 18 Apr 2026

https://github.com/mwdchang/tensor-mlb-batting

MLB batters classifier with tensorflow

classifier mlb neural-network tensorflow

Last synced: 22 Apr 2026

https://github.com/notedance/lomo

TensorFlow implementation for "Full Parameter Fine-tuning for Large Language Models with Limited Resources"

deep-learning deep-reinforcement-learning keras machine-learning optimizer reinforcement-learning tensorflow

Last synced: 28 Apr 2026

https://github.com/blob42/face_generation_gan

Generative Adverserial Network for face generation using Tensorflow and DCGAN architecture

celeba dcgan deep-learning gan generative-adversarial-network jupyter-notebook mnist nd101 tensorflow

Last synced: 28 Apr 2026

https://github.com/lc0/fairplay

Blockchain value-sharing for data - Weekend hack

blockchain hackathon tensorflow tensorflow-android

Last synced: 24 Apr 2026

https://github.com/mohalim/ifenet

IFENet, a deep learning model for tabular data

deep-learning machine-learning tabular-data tensorflow

Last synced: 28 Apr 2026

https://github.com/devanshu-17/odin

Attendance Management with Signature Recognition

cnn-for-visual-recognition machine-learning python signature-verification tensorflow

Last synced: 28 Apr 2026

https://github.com/ramitsurana/deeplearning-notebooks

Deep Learning Notebooks for Different Use Cases

tensorflow

Last synced: 22 Apr 2026

https://github.com/olitheolix/ds2data

Space Sim Inspired Data Set for Machine Learning Purposes

3d-models deep-learning deep-neural-networks machine-learning space-sim tensorflow

Last synced: 28 Apr 2026

https://github.com/mvanzulli/mlspecialization_deeplearningia

This repo contains the files implemented thorough the Machine Learning Specialization offered by DeepLearning.IA

coursera deeplearning-ai machine-learning python supervised-learning tensorflow unsupervised-learning

Last synced: 28 Apr 2026

https://github.com/siris2314/tfcpp

TensorFlow Clone build in C++(Currently WiP)

cpp cpp-library cpp-programming deep-learning machine-learning tensorflow

Last synced: 28 Apr 2026

https://github.com/mendez-luisjose/traffic-light-detection-and-clasification-with-tensorflow

Traffic Light Detection and Classification with TensorFlow, Transfer Learning and COCO Model

computer-vision tensorflow transfer-learning

Last synced: 23 Apr 2026

https://github.com/simranjeet97/machine-learning

How to Setup Machine Learning Environment in Your PC or Laptop ? How to install Machine Learning Libraries ? How to Build ML Models, Algorithms and Other Stuff ??Your all Questions are answer here !!!!

algorithm deep-learning environment-configuration keras libraries machine-learning numpy pandas scipy tensorflow

Last synced: 16 Apr 2026

https://github.com/fernaper/tfm-artificial-vision

Artificial Vision oriented to Vehicle Detection and Classification

artificial car city classification darknet detection flow master optical resnet smart tensorflow tfm ucm vehicle vision

Last synced: 28 Apr 2026

https://github.com/priyanshscpp/tflite-micro-keyword-spotting-on-esp32-arduino

A production-grade, real-time keyword spotting system optimized for microcontrollers (ESP32, Arduino) using TensorFlow Lite Micro.

arduino edgeml esp32 tensorflow

Last synced: 06 May 2026

https://github.com/ancs21/withdocker

Make anything easy with docker

docker object-detection tensorflow

Last synced: 28 Apr 2026

https://github.com/ashr-exe/phishnet-fl

PhishNet-FL is a federated learning system using Flower and TensorFlow to train phishing detection models across distributed clients while preserving data privacy. It leverages UCI’s Phishing Websites Dataset, neural networks, and federated aggregation for decentralized training.

federated-learning flower phishing-detection tensorflow

Last synced: 28 Apr 2026

https://github.com/nurulashraf/ann-cancer-prediction

An Artificial Neural Network built with TensorFlow and Keras to predict breast cancer based on the Wisconsin Breast Cancer dataset.

artificial-neural-network breast-cancer-prediction deep-learning keras machine-learning python scikit-learn tensorflow

Last synced: 06 May 2026

https://github.com/sloweyyy/emotionsense

EmotionSense is an application that predicts facial expressions of humans through pictures.

artificial-intelligence cv machine-learning tensorflow

Last synced: 17 May 2026

https://github.com/joaoassalim/class-by-description-classifier-with-nlp

Enhancing Item Classification through Natural Language Processing: Leveraging Text Descriptions for Precise Categorization

bert fine-tuning nlp nlp-machine-learning scikit-learn sklearn tensorflow

Last synced: 06 May 2026

https://github.com/vishwa-glitch/people_tracker

People Tracker with Emotion Detection 👥😊😞 A real-time web app that tracks and counts the number of people in a live video feed , classifying them as "happy" or "not happy" using facial recognition. Built with Flask, MediaPipe for face detection, and DeepFace for emotion analysis. 💻

flask flask-application machine-learning python tensorflow

Last synced: 06 May 2026

https://github.com/zqpei/docker_pytorch_tensorflow

This repository contains a Dockerfile for an anaconda environment with pytorch and tensorflow installed as well as oh-my-zsh, tmux and etc.

anaconda3 docker dockerfile oh-my-zsh pytorch tensorflow tmux

Last synced: 06 May 2026

https://github.com/axelseancp/captcha-reader

Small project to read captcha image

machine-learning opencv-python python tensorflow

Last synced: 05 May 2026

https://github.com/somjit101/mnist-classification-keras

A simple study on the use of Keras framework (with Tensorflow background) for a simple handwritten number image classification task with Deep Neural Networks.

adam-optimizer batch-normalization deep-learning dropout-keras grid-search hyperparameter-tuning image-classification keras mnist mnist-classification neural-network sgd-optimizer tensorflow

Last synced: 16 Apr 2026

https://github.com/akash-nath29/image-classifier

A Machine Learning Model capable to detect person's mood (happy or sad) from image

deep-neural-networks dnn keras keras-neural-networks keras-tensorflow machine-learning tensorflow tensorflow-models

Last synced: 13 Feb 2026

https://github.com/gigio1023/CNN_DS

Data Science 2020-2 Final project

googlenet resnet tensorflow

Last synced: 08 Oct 2025

https://github.com/anfany/machine-learning-competition-by-python3

基于Python3完成机器学习竞赛，竞赛题目来源：Kaggle，DC竞赛，天池，全球AI挑战赛

competition kaggle machine-learning python3 sklearn tensorflow

Last synced: 05 May 2026

https://github.com/jp1016/imagecnn

Detect Clothings using TensorFlow

clothing keras keras-tensorflow machine-learning python tensorflow

Last synced: 06 May 2026

https://github.com/mohitguptac/objectscanner

An Android app that uses ML-based object detection to identify ingredients and suggest recipes. Built with TensorFlow Lite and ML Kit, it helps users discover recipes based on ingredients they have on hand. Includes integration with Zepto for missing ingredients.

android-app ml mlkit-android tensorflow tensorflow-lite

Last synced: 08 May 2026

https://github.com/sriramsk1999/video-database-search

Neural network to caption videos, deployed as a web application to search through videos using natural language queries.

captions flask opencv tensorflow

Last synced: 05 May 2026

https://github.com/rohithsaji97/diabates_prediction

A diabetic prediction system using ML with a user friendly interface

artificial-intelligence data-science keras machine-learning pandas python3 tensorflow user-friendly

Last synced: 28 Apr 2026

https://github.com/theoliverlear/crypto-trader

A Spring Boot web app that buys and sells cryptocurrencies from API data sources. Its quick trading and other features allow users to leverage computer power to outperform the market.

ai ai-models big-data-analytics cryptocurrency data-science financial full-stack hibernate-jpa machine-learning nodejs python sass service spring-boot tensorflow typescript website

Last synced: 13 Apr 2026

https://github.com/chandadiya2004/mnist-digit-classification

This repository demonstrates MNIST digit classification using deep learning. It includes a neural network model built with frameworks like TensorFlow to classify handwritten digits (0-9) from the MNIST dataset. The project covers data loading, preprocessing, model training, evaluation, and accuracy visualization.

confusion-matrix cv2 google-colab-patches keras matplotlib-pyplot numpy pillow python seaborn tensorflow

Last synced: 12 Feb 2026

https://github.com/sebukpor/multi-cancer-classification

The Multi-Cancer Classification Tool is a deep learning-powered web application designed to classify different classes of cancers based on medical images, providing accurate and fast results to aid medical specialists in diagnosis.

neural neural-networks tensorflow tensorflowjs transfer-learning

Last synced: 19 Mar 2026

https://github.com/savinrazvan/traffic

This project aims to develop a neural network using TensorFlow to classify traffic signs from images, utilizing the German Traffic Sign Recognition Benchmark (GTSRB) dataset.

ai cnn data-augmentation data-preprocessing deep-learning gtsrb image-recognition machine-learning model-evaluation model-training opencv tensorflow traffic-sign-classification

Last synced: 06 May 2026

https://github.com/geyang/tf_logger

logging utility for tensorboard

pytorch tensorboard tensorboard-visualizations tensorflow

Last synced: 06 May 2026

https://github.com/pratikkalein/deploy-tf-cloud-run

Deploy TensorFlow models on Google Cloud Run

google-cloud-platform ml strea tensorflow tensorflow-tutorials

Last synced: 14 Feb 2026

https://github.com/notshrirang/myocr

Optical Character Recognition using CNN

cnn keras ocr tensorflow

Last synced: 06 May 2026

https://github.com/gperdrizet/skylines

Custom designed, de novo trained, generative adversarial convolutional neural network. Creating mechanically imagined city skylines.

convolutional-neural-networks generative-adversarial-network generative-art machine-learning tensorflow

Last synced: 19 Apr 2026

https://github.com/anacletu/tflm-keyword-spotting-led

Efficient Keyword Spotting for LED Control with TensorFlow Lite for Microcontrollers

arduino arduino-nano-33-ble-sense cnn keras machine-learning mcu speech-recognition tensorflow tensorflow-lite

Last synced: 05 May 2026

https://github.com/knetic0/mnist-learning

🚀 Mnist learning with Tensorflow and Serving with FastAPI

deep-learning fastapi jupyter-notebook machine-learning mnist mnist-dataset python tensorflow

Last synced: 19 Apr 2026

https://github.com/miroslav-reiter/pevs-pani-kontrolling

⚙️ Zdrojové kódy a projekty z predmetu Kontrolling na DNN na PEVS/PANI

deep-learning dnn keras kontrolling pani pevs python reiter tensorflow uns

Last synced: 19 Apr 2026

https://github.com/chibuikeeugene/computer_vision_model_apis

Deep learning solutions built on neural networks for computer vision applications - image identification

cicd circleci computer-vision docker fastapi tensorflow

Last synced: 05 May 2026

https://github.com/jackkimmins/alpha-class

Convolutional Neural Network for classifying drawn alphanumeric characters using EMNIST/MNIST datasets, with a Vue.js Canvas UI, as a PWA.

canvas-api emnist mnist neural-network pwa python tensorflow vuejs

Last synced: 05 May 2026

https://github.com/nayankanaparthi/song-poetry-generation-model

This open-source project aims to train a model that can learn from a collection of Irish songs and generate poetic lyrics inspired by the rich cultural heritage of Ireland.

bidirectional-lstm generativeai python recurrent-neural-networks rnn-tensorflow sequential-models tensorflow

Last synced: 19 Apr 2026

https://github.com/sayannath/noise-reduction-using-auto-encoders

Noise Reduction of Images using Auto Encoders.

autoencoder-mnist autoencoders keras tensorflow tflite

Last synced: 05 May 2026

https://github.com/rizquuula/paperrockscissor-dicodingsubmission

Submission pada dicoding untuk kelas Dasar Machine Learning. Ini menggunakan metode pengolahan citra OpenCV dan CNN Tensorflow+Keras

convolutional-neural-networks dicoding keras machine-learning tensorflow

Last synced: 06 May 2026

https://github.com/bjornmelin/deep-learning-evolution

🧠 Deep-Learning Evolution: Unified collection of TensorFlow & PyTorch projects, featuring custom CUDA kernels, distributed training, memory‑efficient methods, and production‑ready pipelines. Showcases advanced GPU optimizations, from foundational models to cutting‑edge architectures. 🚀

ai-research cuda data-science deep-learning distributed-training gan gpu-acceleration machine-learning model-optimization neural-networks python pytorch tensorflow training-pipeline transformers

Last synced: 09 May 2026

https://github.com/singh-dhruv/traffic-light-detection-and-recognition

Welcome to this repository! Here we explored the topic of traffic lights detection and its recognition for helping the Autonomous Vehicles in their interpretation of traffic lights and decision making while driving.

autonomous-driving computer-vision matplotlib-pyplot numpy python r-cnn tensorflow

Last synced: 05 May 2026

https://github.com/snehadharne/oculardiseaserecognition

Fundus image analysis for ocular disease recognition using deep learning. This repository implements image preprocessing, MIRNet enhancement, and transfer learning with ResNet50 and VGG16 for classifying multiple eye diseases. Keras Tuner is used for hyperparameter optimization.

class-imbalance computer-vision convolutional-neural-networks data-augmentation deep-learning image-processing mirnet ocular-disease-recognition python resnet-50 tensorflow vgg16

Last synced: 05 May 2026

https://github.com/tiennhm/crnn-ocr

OCR using CRNN (CNN - Deep Bidirectional LSTM) and CTC loss

cnn ctc-loss deep-learning keras-tensorflow lstm neural-network ocr optical-character-recognition rnn tensorflow

Last synced: 06 May 2026

https://github.com/harikishan-ai/smart-waste-management-using-drone

The Smart Waste Management Using Drones project utilizes advanced drone technology to revolutionize waste collection and management in both urban and rural areas. By automating the detection, monitoring, and collection of waste, this system enhances efficiency, reduces environmental impact, and lowers operational costs.

deep-learning drone gps-tracker mobilenetv3 python rasberry-pi roboflow smtp-server tensorflow

Last synced: 16 Feb 2026

https://github.com/flexycode/ccmaclrl

🤖 This repository is intended for our Machine Learning CCMACLRL COM231ML by Professor Elizer Ponio Jr

artificial-intelligence linnear-regression machine-learning machine-learning-algorithms python random-forest scikit-learn supervised-learning tensorflow

Last synced: 07 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