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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/andrew2077/real-time-emotion-recognition

Real time emotion recognition from facial expression through live captured video

albumentations facial-expression-recognition labelme opencv python tensorflow tkinter

Last synced: 17 Apr 2026

https://github.com/pramodkondur/dominoes-timeseriesforecasting

This advanced forecasting tool leverages Long Short-Term Memory (LSTM) networks to predict daily sales for 91 types of pizzas and the required quantities of 64 ingredients. By analyzing historical pizza order data, the system provides accurate future demand forecasts, enabling optimized inventory management and purchase planning.

business-intelligence datascience deep-learning keras lstm-neural-networks machine-learning matplotlib pandas predictive-modeling python real-time-prediction real-world-project sckiit-learn seaborn streamlit tensorflow timeseries-forecasting

Last synced: 02 Jan 2026

https://github.com/ryanbritodev/blean

Repositório para a plataforma "Blean", desenvolvida para a 1ª Global Solution na FIAP, com o tema "Blue Future".

arduino computer-vision css3 google-teachable-machine html5 ia javascript keras microplastics mongodb python tensorflow

Last synced: 02 Apr 2026

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

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

neural-networks tensorflow

Last synced: 20 May 2026

https://github.com/nazanin1369/mnist

Examples on Neural Networks using TensorFlow MNIST dataset

deep-learning tensorflow

Last synced: 17 Apr 2026

https://github.com/kelvinleandro/coursera-deep-learning

Solved programming assignments from the Coursera Deep Learning specialization offered by deeplearning.ai

coursera coursera-specialization deep-learning deeplearning-ai jupyter jupyter-notebook keras machine-learning python tensorflow

Last synced: 17 Apr 2026

https://github.com/prahaladhchandrahasan/object-localization

this is a blue colour detector in keras and tensorflow

computer-vision keras numpy pkl tensorflow

Last synced: 17 Apr 2026

https://github.com/papsdroidfr/iacartpole

programmes du tutoriel IA CartPole

ia raspberry-pi-4 tensorflow

Last synced: 10 May 2026

https://github.com/sealonk/skin-cancer-detection-backend

Backend server for skin cancer detection using TensorFlow.js and Firestore for storing predictions.

api backend firebase firestore healthcare machine-learning skin-cancer-detection tensorflow

Last synced: 09 May 2026

https://github.com/albertodiazdurana/efficientnet-flower-classification-transfer-learning

Transfer learning with EfficientNetB0 for 102-class flower species identification. 91.90% test accuracy with ~10 labeled images per class.

computer-vision deep-learning efficientnet few-shot-learning flower-classification image-classification keras oxford-flowers-102 tensorflow transfer-learning

Last synced: 17 Apr 2026

https://github.com/mwesterham/machine-learning-sandbox

Demonstration of TensorFlow model implementations and ML concepts in the form of different experiments.

machine-learning tensorflow

Last synced: 04 Jun 2026

https://github.com/santos-k/fashion-recommender-dashboard

The project is a neural network-based fashion recommendation system built using Python. The model used for this system is Resnet50, which is a deep learning model used for image recognition. The data used for training the model is scraped from Flipkart, with a total of 65,000 images.

ann cnn dash dashboard data-analysis data-science deep-learning eda gcp heroku kera machine-learning nueral-networks plolty python tensorflow

Last synced: 04 Apr 2026

https://github.com/akinduid/face-detection-model-benchmark

This repository contains the codebase and documentation for a comparative analysis of various lightweight face detection models optimized for real-time detection on edge devices. The study evaluates the models based on their accuracy, speed, and performance across different poses and environments, using the WIDER FACE dataset.

benchmark computer-vision face-detection mediapipe mobilenet-ssd opencv python tensorflow yolov8n

Last synced: 18 Apr 2026

https://github.com/pawlo77/computer-vision

Tutorial on computer vision with python. Developed for Data Science Scientific Circle at Faculty of Mathematics and Information Science, Warsaw University of Technology

computer-vision cv2 machine-learning python skimage tensorflow

Last synced: 18 Apr 2026

https://github.com/prishabhanot/skin_cancer_classification_model

Classifies 7 types of skin cancer lesions using a deep learning CNN model. Processes and balances the dataset, trains the model, and evaluates its accuracy with visualizations.

cnn confusion-matrix data-visualization keras machine-learning medical-imaging python tensorflow

Last synced: 09 May 2026

https://github.com/colecrouter/minion-detector-discord-bot

Discord bot to detect minion pictures and videos using AutoML and Google Cloud Run

discord golang tensorflow

Last synced: 18 Apr 2026

https://github.com/alvalens/transai

this is simple translation website using tensorflow transformer model

flask notebook python tensorflow transformer translation website

Last synced: 18 Apr 2026

https://github.com/nihalrt/ltsm-cloud-predict

AI-powered time-series forecasting system that predicts CPU, Memory, Network, and Disk utilization in cloud environments using LTSM neural networks.

keras ltsm matplotlib pandas python tensorflow

Last synced: 05 Apr 2026

https://github.com/josejuansanchez/modelo-lstm-tensorflow

Ejemplo de un modelo LSTM en TensorFlow/Keras.

lstm lstm-model python tensorflow

Last synced: 09 May 2026

https://github.com/mihaibudurean/neuralnetworkscomparativeanalysis

Comparative study of Network-in-Network (NiN) and GoogLeNet-style multi-branch networks on Sign-MNIST and MNIST transfer learning.

cnn deep-learning keras multiclass-classification tensorflow

Last synced: 18 Apr 2026

https://github.com/glebegor/ai-sign-neural-network

Neural network that working with signs from life stream on the web cam.

data-science hackathon neural-network python pytorch tensorflow

Last synced: 18 Apr 2026

https://github.com/r4f405/mnist-number-recognition-python

This project implements a handwritten digit recognizer using a model trained on the MNIST dataset.

matplotlib mnist-classifier mnist-dataset mnist-handwriting-recognition mnist-image-dataset numpy-python pillow pillow-library python python3 scipy tensorflow

Last synced: 18 Apr 2026

https://github.com/norio-nomura/docker-swift-tensorflow

Docker image of Swift for TensorFlow on Ubuntu 16.04

docker docker-image dockerfile swift swift-tensorflow tensorflow ubuntu1604

Last synced: 19 Apr 2026

https://github.com/souradeepdutta/speech-super-resolution-samsung-prism

Audio super-resolution with an ECA-enhanced encoder-decoder CNN. Upsamples low-rate speech (2/4/8 kHz → 16 kHz) to improve ASR performance, trained on LibriSpeech with Wav2Vec2-based perceptual loss.

asr cnn deep-learning eca-attention encoder-decoder-architecture librispeech speech-processing speech-super-resolution speech-to-text tensorflow wav2vec2

Last synced: 19 Apr 2026

https://github.com/lnsp/ml-notebooks

A collection of machine learning notebooks created for learning purposes.

deep-learning deep-neural-networks machine-learning machine-learning-algorithms reinforcement-learning sklearn tensorflow

Last synced: 19 Apr 2026

https://github.com/yassin522/heartbeat-categorization

This project is aimed at developing a machine learning model that can accurately classify heartbeats as either normal or abnormal. The model is trained on a dataset of ECG (electrocardiogram) signals, which were collected from patients and labeled by medical professionals.

cnn deep-learning keras machine-learning scikit-learn tensorflow

Last synced: 20 Apr 2026

https://github.com/2n3g5c9/smart-network-sensor

🔦 Meta-alerting compression of NIDS sensors data based on anomaly detection (old project).

jupyter keras nids-sensors tensorflow

Last synced: 20 Apr 2026

https://github.com/angelogalav/sentencereordering

Transformer-based model which reorders sentences, implemented using Keras.

ai deep-learning nlp python tensorflow transformer

Last synced: 20 Apr 2026

https://github.com/sarangs1621/detection-of-mixed-pixels-in-thermal-image

A lightweight Python deep learning framework for precision agriculture. It leverages a CNN autoencoder to detect mixed pixels in thermal images, enabling early crop disease detection with robust metrics (MPP, SSIM, MSE) and scalable design.

agriculture ai autoencoder cnn computer-vision crop-disease crop-disease-detection data-augmentation deep-learning disease-detection image-processing machine-learning mixed-pixels plant-health precision-agriculture python scalable-design tensorflow thermal-imaging unsupervised-learning

Last synced: 20 Apr 2026

https://github.com/junteudjio/stanford_nlp_cs224n_assigment2

This repo is my implementation of the coding questions of assignment2 of Stanford University class: - [CS224n](https://web.stanford.edu/class/cs224n/): Natural Language Processing with Deep Learning

deep-learning dependency-parser machine-learning nlp tensorflow

Last synced: 20 Apr 2026

https://github.com/javi22020/netplot

NetPlot es un proyecto para mostrar redes neuronales como imágenes a partir de su estructura.

ai artificial-neural-networks neural-network neural-networks plot python pytorch tensorflow

Last synced: 21 Apr 2026

https://github.com/ghost---shadow/placeholder-name-vae-gan

placeholder description

keras tensorflow

Last synced: 21 Apr 2026

https://github.com/dirkschumacher/tfjs-forwardsolve

Forward substitution for rank 2 tensors in tensorflow.js

tensorflow tensorflow-js

Last synced: 21 Apr 2026

https://github.com/chaitanyakharche/pothole-detector

Pothole Detector made for Final Year Project

effecientdet python tensorflow yolov5

Last synced: 22 Apr 2026

https://github.com/sangioai/sentence-reordering

A 5.86M Transformer-based model to reorder shuffled sentences.

tensorflow transformer

Last synced: 22 Apr 2026

https://github.com/guslovesmath/stacked_multi_step_lstm

Project for forecasting Tesla (TSLA) stock prices using advanced LSTM neural networks. Includes a single-step ahead model and a multi-step stacked LSTM model for short and medium-term predictions. Data-driven insights for stock market enthusiasts and practitioners.

deep-learning lstm-neural-networks neural-network tensorflow

Last synced: 22 Apr 2026

https://github.com/thebutlah/layers

Implementations for a variety of neural network layers and other helper functions in TensorFlow.

deep-learning machine-learning neural-network tensorflow

Last synced: 22 Apr 2026

https://github.com/mzgubic/fair-hmumu

Hmumu classifiers trained to be fair w.r.t. the invariant mass.

adversarial-networks fairness-ai pivoting tensorflow

Last synced: 22 Apr 2026

https://github.com/thmslmr/tf-examples

💡TensorFlow examples - Python

python tensorflow tutorials

Last synced: 24 Apr 2026

https://github.com/solygambas/javascript-machine-learning

6 projects to understand basic algorithms in Machine Learning, using Lodash and Tensorflow.js.

javascript lodash machine-learning tensorflow tensorflowjs

Last synced: 24 Apr 2026

https://github.com/mahshid1378/tensorflowasr

TensorFlowASR: Almost State-of-the-art Automatic Speech Recognition in Tensorflow 2. Supported languages that can use characters or subwords

automatic-speech-recognition conformer contextnet ctc deepspeech2 end2end jasper rnn-transducer speech-recognition speech-to-text streaming-transducer subword-speech-recognition tensorflow tensorflow2 tflite tflite-convertion tflite-model

Last synced: 24 Apr 2026

https://github.com/yashlad27/malware2024

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

cnn malware-analysis opcodes rnn tensorflow

Last synced: 19 May 2026

https://github.com/angelalim88/rockpaperscissor-image-prediction

This project builds a CNN using TensorFlow to classify images of rock, paper, and scissors gestures, achieving high accuracy through data augmentation and training on a dataset of 2,188 images.

cnn data-augmentation image-classification keras-tensorflow tensorflow

Last synced: 25 Apr 2026

https://github.com/jaydu1/tensorflow-tutorial

A tutorial for TnesorFlow 1.11

eager-execution tensorflow

Last synced: 25 Apr 2026

https://github.com/smrfeld/tf-constrained-gauss

Estimating constrained precision matrices using TensorFlow

gaussian machine-learning tensorflow tensorflow2

Last synced: 25 Apr 2026

https://github.com/chaitanyarahalkar/deepdream

Based on the Google Deep Dream Inception V3 model

deepdream imagenet-dataset inceptionv3 tensorflow

Last synced: 26 Apr 2026

https://github.com/mohamedyounis10/mental-health-chatbot

Mental Health Chatbot: An AI-powered chatbot designed to assist users with mental health queries. Built using TensorFlow and NLP techniques, it ensures accurate, natural, and user-friendly interactions. Check it out now!

artificial-intelligence chat chatbot deep-learning machine-learning mental-health nlp nltk-python python tensorflow

Last synced: 26 Apr 2026

https://github.com/r1j1t/tf.notes

This repo holds my notes for tensorflow and I will try to update them as soon as I go through documentation!

machine-learning neural-network python3 sklearn tensorflow tutorial

Last synced: 09 May 2026

https://github.com/singhvishal003/audio-classification

Audio classification using Tensorflow.

matplotlib tensorflow tensorflow-gpu tensorflow-io

Last synced: 26 Apr 2026

https://github.com/capnitz/simple-denoising-app-using-dl

An image denoising application using python, streamlit and tensorflow based on Deep Learning

denoising-autoencoders denoising-images image-denoising python streamlit-webapp tensorflow

Last synced: 26 Apr 2026

https://github.com/rohan-varma/tensorflow-examples

🔑 convnets, gans, recurrent nets, word vectors & more in tensorflow

deep-learning deep-learning-tutorial machine-learning tensorflow

Last synced: 26 Apr 2026

https://github.com/superspider2024/ksl_translator

This is a Kenya Sign Language Translator

learning machine python tensorflow

Last synced: 27 Apr 2026

https://github.com/dancsalo/tf-cnn-text-classification

TF boilerplate code to facilitate the classification of new datasets using new models.

convolutional-neural-networks tensorflow text-classification

Last synced: 27 Apr 2026

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

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

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

Last synced: 08 Apr 2026

https://github.com/tadiusfrank2001/reccomendation_system_datamining_project

Implementing a movie recommendation system that utilizes both wide and deep learning using Python AI & ML Libraries

data-science machine-learning numpy-library skit-learn tensorflow

Last synced: 23 Jun 2026

https://github.com/tugot17/recurrent-neural-networks-tf-2.0-introduction

Quick introduction to RNNs in Tensorflow 2.0. We want teach model how to add two binary numbers

recurrent-neural-networks rnn tensorflow

Last synced: 27 Apr 2026

https://github.com/ibrahimnsu15/digitclassifier

This app can classify handwritten digits (0-9) drawn on the screen. It was created by implementing a model coded with Tensorflow in Python and then serving that file via the Tensorflow Inference java library.

android digitclassifier java tensorflow

Last synced: 17 Jan 2026

https://github.com/0xhericles/posenet-experiments

Simple PoseNet experiments using TensorFlow.js

experiment pose-estimation posenet tensorflow

Last synced: 27 Apr 2026

https://github.com/isarandi/tensorflow-mean-shift

Mean-shift clustering algorithm in TensorFlow

clustering mean-shift meanshift parallel tensorflow

Last synced: 09 May 2026

https://github.com/vriesdemichael/tensorboard-notebook

Start and stop tensorboard from a jupyter notebook, no more messing around with shell commands!

jupyter-notebook jupyterlab tensorboard tensorflow

Last synced: 28 Apr 2026

https://github.com/msikorski93/linear-regression-from-scratch

Different solutions of linear and polynomial regression made from scratch.

from-scratch linear-regression numpy polynomial-regression tensorflow

Last synced: 08 May 2026

https://github.com/stevewyl/tensorflow_tips

some useful tensorflow training tips

tensorflow

Last synced: 28 Apr 2026

https://github.com/pehovorka/street-object-detection

Semestral assignment of Practical Applications of Machine Learning module at VŠE

cnn computer-vision machine-learning neural-networks object-detection tensorflow

Last synced: 28 Apr 2026

https://github.com/andercruz/audio-classification-neural-networks-cnn

This project explores various approaches for audio classification using neural networks with TensorFlow and Keras. The notebook demonstrates the complete process from data loading and preprocessing to model building, training, evaluation, and inference.

audio-classification audio-processing cnn deep-learning environmental-sound-classification keras machine-learning neural-networks spectrogram-analysis speech-recognition tensorflow transfer-learning yamnet

Last synced: 29 Apr 2026

https://github.com/dirkschumacher/tfjs-diag

Create a diagonal matrix (rank 2 Tensor) from a rank 1 Tensor in tensorflow.js

tensorflow tensorflow-js

Last synced: 28 Apr 2026

https://github.com/faisal-fida/tire-quality-prediction-webapp

This project is a web application that predicts tire quality using a machine learning model. It leverages Streamlit for the web interface and TensorFlow for the model predictions.

machine-learning streamlit tensorflow webapp

Last synced: 28 Apr 2026

https://github.com/chrnthnkmutt/mnist_tensorflow_ipynb

Repository for using in training the fundamental handwriting classification in Jupyter Notebook with Tensorflow Keras

classification machine-learning ml mnist mnist-classification tensorflow

Last synced: 28 Apr 2026

https://github.com/jorgechato/sauce

Super smart, super custom autocomplete code. AI to build code with you. You can implement it in a plugin for example:

keras public python tensorflow

Last synced: 09 May 2026

https://github.com/linsanity03/titanic_prediction

A visualization on probability of people surviving titanic

classifier-model machine-learning prediction-model tensorflow

Last synced: 28 Apr 2026

https://github.com/milochen0418/python-tensorflow-deeplearning

Use python tensorflow to implement some deep learning algorithm

cnn-model convolutional-neural-networks deeplearning python tensorflow

Last synced: 28 Apr 2026

https://github.com/swayamag/plant-identification

FastAPI-based image classification API that identifies 24 plant species using a TensorFlow/Keras CNN. Production-ready endpoints with docs, health check, and easy deployment.

api cnn computer-vision deep-learning fastapi image-classification keras plant-identification tensorflow

Last synced: 28 Apr 2026

https://github.com/bharatpurohit97/gui-tensorflow

A simple GUI for Tensorflow using Tkinter

tensorflow tkinter

Last synced: 29 Apr 2026

https://github.com/jm1225/skin-disease-classification-using-vgg-and-resnet

developed a convolutional neural network to classify distinct skin diseases extracted from the dataset ‘dermnet’, using VGG-16 and ResNet-50 achieving the validation accuracy of ‘96.03%’ and ‘90.48%’ in respective model.

ai-ml-classification cnn-classification resnet tensorflow vgg16

Last synced: 29 Apr 2026

https://github.com/cseas/image-classifier

Deep Neural Network Classifier to recognise images based on custom training classes.

classify-images deep-learning deep-neural-networks image-classifier python python3 tensorboard tensorflow

Last synced: 29 Apr 2026

https://github.com/ankhoa1212/cpsc-483-final-project

This the final project for CPSC 483 (Introduction to Machine Learning). We developed a machine learning model for classifying medical images.

autokeras convolutional-neural-networks exploratory-data-analysis image-classification machine-learning mnist-dataset python3 pytorch tensorflow

Last synced: 29 Apr 2026

https://github.com/dsseng/rust-tf-pluggabledevice

A reference TensorFlow PluggableDevice implementation, in Rust

ffi-bindings rust tensorflow tensorflow2 tpu tpu-acceleration

Last synced: 19 May 2026

https://github.com/hyzhak/tfdatasets

middleware in pipeline between dataset and TensorFlow classifier

dataset-manager pipeline tensorflow

Last synced: 29 Apr 2026

https://github.com/sabhi728/crypto-prediction-ai

Crypto-prediction-AI is a Bitcoin price data collection, analysis and prediction tool. It uses machine learning models to analyze Bitcoin market trends and supports multiple exchange data sources.

ai data-science dataanalysis deep-learning machine-learning nodejs tensorflow

Last synced: 29 Apr 2026

https://github.com/b2b3nchy/dp-mlp

Default Prediction Multi-Layer-Perceptron Model

mlp multi-layer-perceptron neural-network optimization-algorithms tensorflow

Last synced: 29 Apr 2026

https://github.com/coderooz/image_classification_transfer_learning

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

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

Last synced: 20 Apr 2026

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