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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/ibaigorordo/tf2-object-detection-inference

Python program to perform object detection inference with Tensorflow 2.0.

deep-learning inference object-detection opencv tensorflow tensorflow2 webcam-capture

Last synced: 05 May 2026

https://github.com/jacktheprogrammer/time-series-forecasting-and-analysis

My personal project consisting of my personally created notebooks to work with time series forecasting and analysis. In these projects, I've used deep learning using tensorflow, xgboost, statsmodels and scipy libraries of python. The series were of weather, energy consumption and that of stocks.

data-analysis data-science deep-neural-networks energy-consumption machine-learning portfolio prophet-facebook prophet-model python python3 scipy statsmodels stocks tensorflow time-series time-series-analysis timeseries-forecasting weather xgboost

Last synced: 05 May 2026

https://github.com/sunthecoder/artrecc

This repo is an AI Art Recommendation tool built with TensorFlow and Keras; using a dataset that I am creating and actively testing. To be used in the LCVA Portal mobile application I am building for Longwood University.

keras python tensorflow

Last synced: 05 May 2026

https://github.com/ratikaewkam/pneumoniacnn

Pneumonia Detection Using Convolutional Neural Network

convolutional-neural-networks neural-network python tensorflow

Last synced: 05 May 2026

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

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

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

Last synced: 05 May 2026

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

A website demonstrating augmentation layers of KerasCV

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

Last synced: 05 May 2026

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

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

convolutional-neural-networks numpy python tensorflow

Last synced: 05 May 2026

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

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

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

Last synced: 05 May 2026

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

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

imxrt1021 microspeech tensorflow tflite-micro

Last synced: 05 May 2026

https://github.com/rajaddr/simpliml

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

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

Last synced: 05 May 2026

https://github.com/harika1807/codeclauseinternship_handwrittendigitsrecognition

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

deep-learning digit-recognition mnist python tensorflow

Last synced: 05 May 2026

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

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

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

Last synced: 05 May 2026

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

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

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

Last synced: 05 May 2026

https://github.com/lovesaroha/twitter-sentiment-analysis-training

Training a keras model to recognize sentiment in order to classify an incoming tweet as positive or the other.

keras machine-learning python sentiment-analysis tensorflow twitter-sentiment-analysis

Last synced: 06 May 2026

https://github.com/adithyaakrishna/vino

VINO: VIN number and Odometer Recognition

flutter google-ml-kit pattern-recognition tensorflow

Last synced: 05 May 2026

https://github.com/grandechowhiskey/fcc-machine_learning-boilerplates

A collection of projects completed as part of the FreeCodeCamp "Machine Learning with Python" certification. These projects focus on implementing machine learning models, data preprocessing, and predictive analysis using libraries like scikit-learn and TensorFlow.

ai ml python3 scikit-learn tensorflow

Last synced: 06 May 2026

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

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

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

Last synced: 05 May 2026

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

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

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

Last synced: 05 May 2026

https://github.com/saranshmanu/handwriting-recognition-using-cnn

ML script to train the CNN and ANN model using MNIST database to recognise numbers from the input image using Keras or Tensorflow framework

artificial-intelligence cnn convolutional-neural-networks deep-learning handwritten-digit-recognition keras mnist tensorflow

Last synced: 05 May 2026

https://github.com/slevin48/stock

Predicting Stock Prices Using Machine Learning

neptune python tensorflow

Last synced: 06 May 2026

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

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

cuda docker jax jaxline ml-engineering ml-experiments tensorflow

Last synced: 06 May 2026

https://github.com/parthjohri/drowsiness_detection_using_tensorflow_mobilenetv2

This project leverages TensorFlow's MobileNetV2 architecture to develop a drowsiness detection system. The model is designed to identify signs of driver drowsiness, such as closed eyes, yawning, and head movements, using a custom dataset. The aim is to enhance driver safety by providing timely alerts when drowsiness is detected.

drowsiness-detection mobilenetv2 python tensorflow

Last synced: 06 May 2026

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

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

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

Last synced: 06 May 2026

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

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

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

Last synced: 06 May 2026

https://github.com/karolsekscinski/speech2text

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

asr commonvoice gcp tensorflow

Last synced: 06 May 2026

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

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

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

Last synced: 06 May 2026

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

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

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

Last synced: 06 May 2026

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

tensorflow-qnd x tensorflow-extenteten

python tensorflow

Last synced: 06 May 2026

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

A Tensorflow Implementation of "An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale (Vision Transformer)"

cnn keras tensorflow transformer

Last synced: 06 May 2026

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

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

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

Last synced: 06 May 2026

https://github.com/vvkmnn/doggoai

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

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

Last synced: 06 May 2026

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

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

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

Last synced: 06 May 2026

https://github.com/ummamali/tagfolioapi

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

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

Last synced: 06 May 2026

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

Facial Recognition using the Siamese advance network

deep-learning docker tensorflow

Last synced: 06 May 2026

https://github.com/timeless-residents/handson-tensorflow-numpy

A practical guide to learning and using TensorFlow and NumPy for data manipulation and machine learning

data-science machine-learning numpy tensorflow tutorial

Last synced: 06 May 2026

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

vibe coded cloud computing uni-proj ☁️🐍

python stock-price-prediction streamlit tensorflow

Last synced: 06 May 2026

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

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

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

Last synced: 06 May 2026

https://github.com/yomi4486/cat_discrimination

猫の種類の判別を行うAPIです。

adam-optimizer ai fastapi keras python3 tensorflow

Last synced: 06 May 2026

https://github.com/taabishhh/llm_training

This project implements a distributed pipeline for NLP model training using Apache Spark and DeepLearning4J (DL4J). The methodology utilizes a sliding window approach for data preparation, positional embeddings for token encoding, and Word2Vec model training with parallel processing. The model and training process is designed for scalability and op

apache-spark deeplearning4j dl4j llm llm-training logback-classic mapreduce-scala scalatest sliding-window tensorflow word2vec

Last synced: 06 May 2026

https://github.com/xwi88/gp-example

gp example with docker

docker gp tensorflow ubuntu-image

Last synced: 06 May 2026

https://github.com/moenick1/intel-dataset-classification

Classification using advanced Convolution Neural Networks and the Intel Image dataset, featuring 6 classes of color pictures in 150x150 pixels resolution. Topics

ai classification ml python tensorflow

Last synced: 06 May 2026

https://github.com/daun-io/gpu-experiment-parallelization

Introduction to the concept of automatic experiment parallelization

deeplearning gpu gpu-parallelism parallelization python pytorch tensorflow

Last synced: 06 May 2026

https://github.com/pedro-avalos/csci493

Notes and Code for my CSCI-493 project.

machine-learning ml python tensorflow

Last synced: 06 May 2026

https://github.com/hoccyy/emotion-detector

An image classification model that detects facial emotions and returns what emotion the face is expressing based on two categories.

cv2 image-classification image-recognition machine-learning machine-learning-algorithms machinelearning ml opencv tensorflow

Last synced: 07 May 2026

https://github.com/sadmansakib93/killer-whale-deep-learning-detector

This repo contains programs and scripts for the multiclass (three or four classes) classification of Killer Whale-KW, Humpback-HB, Dolphin-D (included only in four classes), and background/other.

deep-learning densenet ketos killer-whale-detecor machine-learning orca python tensorflow

Last synced: 07 May 2026

https://github.com/matteopolak/chatterbox

RNN-based chat message generator.

numpy pandas python rnn tensorflow text-generation

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/gsmrana/deep-learning-starter

A collection of various deep learning model architectures using TensorFlow, Keras, PyTorch and Lightning AI

keras-tensorflow lightningai machine-learning pytorch tensorflow

Last synced: 07 May 2026

https://github.com/tanushreehajare/mood-detection-and-song-recommendation-system

🎵 Mood Detection and Song Recommendation System 🎯 Accurately detects user mood via facial expression analysis using CNN and recommends personalized songs! 🐍 Built with Python, using TensorFlow, OpenCV, and more with real-time mood-based playlist suggestions 🎧✨

cnn opencv python tensorflow

Last synced: 07 May 2026

https://github.com/erictg/fake_news_detector

Hophacks Spring 2018 project

go hackathon hopfield-network python tensorflow

Last synced: 07 May 2026

https://github.com/mukuta-manit-d/medix

Medix is an innovative platform Bridging AI and advanced medical imaging to aid doctors and patients in diagnosing brain tumors and lung-related abnormalities. the mission of the project is to Elevate diagnosis precision and efficiency, facilitating early treatment for various medical conditions.

cnn-keras css html image-processing javascript machine-learning mongodb-compass python tensorflow

Last synced: 07 May 2026

https://github.com/harshuljain13/dogsbreedclassification

Classifying the dogs breed using transfer learning in DeepLearning

deep-learning deep-neural-networks inceptionv3 keras tensorflow transfer-learning

Last synced: 07 May 2026

https://github.com/atharvamulgund/ai-playground

A web app demonstrating real-time emotion detection and doodle classification using React and TensorFlow.js. Explore machine learning models directly in the browser with no backend required.

machine-learning ml reactjs tensorflow tensorflow-tutorials

Last synced: 07 May 2026

https://github.com/anr007/imgcap

Ready for inference Image Captioning model

deep-learning docker image-captioning tensorflow

Last synced: 07 May 2026

https://github.com/techn0man1ac/simplegpt

A simple implementation of a GPT-like model using TensorFlow and Keras. It uses a Transformer architecture with multi-head attention to generate responses from input questions.

dataset keras neural-network tensorflow trainn

Last synced: 07 May 2026

https://github.com/lifeiteng/tf_valgrind_crash

A simple example for test valgrind tensorflow

tensorflow valgrind

Last synced: 07 May 2026

https://github.com/linsanity03/flower_prediction

Predict the species of flower by using pre-built classifier model from tensorflow

keras machine-learning prediction-model tensorflow

Last synced: 07 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/anuragc2001/potatodoc

Introducing the "Potato Disease Predictor using CNN," a cutting-edge project to accurately identify potato diseases with an impressive 95% accuracy rate.

cnn deep-learning macos neural-networks 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/omatheusribeiro/real-time-pose

The Real-Time Pose Application is an advanced system designed to capture and classify real-time body movements using the TensorFlow library and ReactJS.

ai artificial-intelligence css front-end front-end-development frontend html ia inteligencia-artificial javascript posenet tensorflow

Last synced: 07 May 2026

https://github.com/denny-b-justin/stock_price_prediction_using_lstm

NVIDIA Stock price prediction using custom multi-layered LSTM Model. The high dimension deep learning model is developed with TensorFlow Library.

python quantitative-finance stock-price-prediction tensorflow

Last synced: 07 May 2026

https://github.com/j1mk1m/handwritingrecognition

Using tensorflow opensource library, implemented a neural network model that classifies images of handwritten digits and letters.

machine-learning neural-networks 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/akarshan-jaiswal/solar-panel-condition-classifier

This project is aimed at developing a model to recognize the state of solar panels and classify them using the VGG16 architecture as a base for feature extraction and is fine-tuned to achieve accurate classification results.

cnn cnn-classification feature-extraction neural-networks python solar-panels tensorflow vgg16

Last synced: 08 May 2026

https://github.com/denatajp/animal-cnn-classifier

A Convolutional Neural Network (CNN) project that classifies images of animals (cat, dog, and tiger). Built with TensorFlow and Keras, the model uses image augmentation to improve accuracy. The dataset consists of labeled animal images, and the model can predict the correct animal class.

keras python tensorflow

Last synced: 08 May 2026

https://github.com/adeel-intizar/keras-autoencoders

Implementation of Conv-AutoEncoder and Variational-AutoEncoder in TensorFlow/ keras

autoencoder autoencoder-mnist convolutional-neural-networks keras tensorflow variational-autoencoder

Last synced: 08 May 2026

https://github.com/lovesaroha/digits-similarity-training

Training a keras model (Siamese Network) to show similarity between two images using MNIST, a data set containing items of handwriting digits (0 to 9).

keras knn machine-learning mnist python tensorflow

Last synced: 08 May 2026

https://github.com/chanmeng666/bodyfat-estimation-mlp

【This repo runs on caffeine and stars - fuel us up! ⭐️】A deep learning project implementing neural network models to accurately predict body fat percentage from anthropometric measurements. Features both comprehensive and reduced-input models, with detailed analysis of feature importance and model performance.

body-composition data-science-biometrics deep-learning feature-analysis health-tech keras neural-networks predictive-modeling tensorflow

Last synced: 08 May 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/khushimadan/fix-my-city

A Smart City Utility Management Application

dart firebase flutter mobilenetv2 tensorflow

Last synced: 08 May 2026

https://github.com/kmohamedalie/zalando_fashion-mnist

FashionMnist - Mnist Extension computer vision(neural nets) 🤖🧠👁️

computer-vision deep-learning deep-learning-algorithms fashion-mnist-dataset machine-learning mnist tensorflow zalando

Last synced: 08 May 2026

https://github.com/tech-warriors-corporation/harvtech-vegetables-health-ai

The AI project to assess the health of vegetables for HarvTech.

agribusiness ai flask keras python tensorflow

Last synced: 08 May 2026

https://github.com/lgariv/maskpass

Electronic Engineering final project

face-mask face-mask-classification keras opencv tensorflow

Last synced: 08 May 2026

https://github.com/etienne-bobo/predict-bitcoin-price

predict price of bitcoin using time series

conv1d keras nbeats tensorflow timeseries-forecasting

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/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

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