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/roscibely/artificial-intelligence-course

Repository for HCIA - Artificial Intelligence course certification V3.0

artificial-intelligence deep-learning machine-learning python python-programming tensorflow

Last synced: 10 May 2026

https://github.com/swastikgorai/asl_classifier

A model for recognizing the ASL Alphabets. Simple Jupyter notebook with a Kaggle Dataset!

american-sign-language asl-recognizer convolutional-neural-networks deep-learning kaggle machine-learning object-detection tensorflow

Last synced: 10 May 2026

https://github.com/fatemehrshd/brain-tumor-segmenation-using-mri-images

Medical Image Segmentation on the LGG Segmentation Dataset using U-Net Architecture

cnn deep-learning medical-image-segmentation python segmentation tensorflow unet

Last synced: 11 May 2026

https://github.com/neelanjan00/neural-style-transfer

A neural style transfer algorithm which uses a CNN trained with a style-cost function. The style-cost function makes use of two images, the style-image and the content-image to produce an image which is the content-image re-drawn in the style of the style-image, referred to as the generated image. The generated-image thus resembles an artwork similar to the original content-image but bearing the style of the style-image.

computer-vision deep-learning flask keras tensorflow

Last synced: 12 May 2026

https://github.com/zpreisler/modules

Python libraries and modules for processing simulation outputs

data-analysis python scripts tensorflow

Last synced: 13 May 2026

https://github.com/eman288/ai-coach

The app helps you detect if the exercise is right or not. currently, we support push-ups, crunches, and squats.

ai jupyter-notebook mediapipe pose-detection python python3 tensorflow

Last synced: 21 Feb 2026

https://github.com/frgfm/sdcnd-p4-behavioral-cloning

Behavioral cloning project of Udacity Self-Driving Car Engineer

deep-learning flask keras opencv python self-driving-car tensorflow unity3d

Last synced: 12 Apr 2026

https://github.com/andreazoccatelli/aircontrol

AirControl, control your PC with hands

interface mediapipe midas pytorch tensorflow

Last synced: 19 Jan 2026

https://github.com/kpriyanshu256/iris_neural_network

Neural networks in python

python3 pytorch scratch tensorflow

Last synced: 08 Apr 2026

https://github.com/sagartr/deep-audio-classifier-using-machine-learning

Languages Used: Python Developed and implemented a deep audio classifier using CNNs and LSTMs to accurately categorize diverse audio signals, achieving high accuracy and robustness. Utilized Python and TensorFlow for model development and training, incorporating data augmentation techniques to enhance performance

audio-processing capuchin librosa python tensorflow tensorflow-models

Last synced: 21 Jan 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/oshapandey/plant_disease_prediction

In this project, I've will build a convolutional neural network (CNN) that can predict whether a plant is suffering from a disease. I've used different layers and hyperparameters to build, train, and test this classification model. I have used TensorFlow and Keras for this project.

cnn flask keras prediction python streamlit-webapp tensorflow

Last synced: 05 Apr 2026

https://github.com/idaraabasiudoh/american-sign-language-asl-detection

The American Sign Language Detection and Translation System is an AI project for translating American Sign Language (ASL) gestures into text in real-time using computer vision and deep learning.

artificial-intelligence cnn deep-learning keras neural-network opencv python3 tensorflow

Last synced: 14 Apr 2026

https://github.com/dwija12903/ai-lab

A collection of practical implementations from my AI Labs course

keras numpy sckit-learn tensorflow

Last synced: 19 Jan 2026

https://github.com/coolmunzi/face_mask_detector

Face mask detection based on tensorflow 2 object detection API using Efficientdet-D1 model. This project can perform face mask detection on images as well as videos.

covid19 detection-api efficientdet-ssd face-mask-detection face-mask-detector opencv opencv-python python tensorflow tensorflow-examples tensorflow-object-detection-api tensorflow2 tensorflow2-object-detection tfod-api

Last synced: 21 Jan 2026

https://github.com/techshot25/fashion-mnist-dnn

Testing the construction of deep neural nets (DNNs) on fashion MNIST dataset.

classification deep-neural-networks machine-learning-algorithms neural-network tensorflow tensorflow-experiments

Last synced: 17 Feb 2026

https://github.com/nimanthasupun/neural-network-for-iris-classification

🌸 classify iris flowers into three species (Setosa, Versicolor, Virginica) based on their sepal and petal measurements.

keras neural-network tensorflow

Last synced: 14 Apr 2026

https://github.com/ngoma1713/rushirb2001

🤖 Explore advanced AI and machine learning solutions for protein modeling and medical applications, developed by a dedicated data science graduate student.

computer-vision-opencv cuda data-science-portfolio deep-learning generative-ai machine-learning medical-ai protein-modeling published-researcher pytorch quantum-ml rag-chatbot tensorflow

Last synced: 02 May 2026

https://github.com/2100031988/hand_gesture_using_deeplearning

This project focuses on Hand Gesture Identification using AI and machine learning to recognize various hand gestures in real-time. It leverages computer vision and neural networks for applications in human-computer interaction, AR/VR, and touchless interfaces.

computer-vision deep-learning machine-learning opencv tensorflow

Last synced: 13 Jun 2025

https://github.com/yisus82/zenva-deep-learning

The Complete Artificial Neural Networks Developer Course - Zenva.com

keras keras-neural-networks keras-tensorflow python python3 tensorflow

Last synced: 10 Apr 2026

https://github.com/duongnguyen-dev/emotiai

A machine learning platform for Emotion classification problem

docker helm k8s nlp python sklearn tensorflow

Last synced: 05 Jul 2025

https://github.com/angelalim88/jakarta-air-quality-index-classification

This project classifies Jakarta's Air Quality Index (AQI) from 2010 to 2023 using machine learning models (Random Forest, MLP, SVM) based on pollutant concentrations.

data-analysis data-visua machine-learning scikit-learn tensorflow

Last synced: 13 Oct 2025

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/himudigonda/digits-recognition

This project uses ML and keras modules to recognise digits from the given dataset.

deep-learning deep-neural-networks digit-recognizer jupyter-notebook keras tensorflow

Last synced: 08 May 2025

https://github.com/karanvishwakarma-1807/face-mask-detection

Real-time face mask detection using TensorFlow and OpenCV — train a CNN model to classify mask/no mask and deploy with OpenCV video stream.

computer-vision deep-learning face-mask-detection image-classification object-detection opencv public-safety python tensorflow

Last synced: 04 May 2026

https://github.com/dfsp-spirit/ml_projects

Some just-for-fun data science and machine learning projects (mostly Python and GNU R)

ai ignore machine-learning python sklearn tensorflow

Last synced: 30 Apr 2026

https://github.com/ayorick23/python-data-science-cheat-sheet

Guía rápida y práctica de sintaxis, comandos y funciones esenciales de Python para Ciencia de Datos. Perfecta para recordar cómo usar las librerías más comunes como NumPy, Pandas, Matplotlib y Scikit-learn en tus análisis diarios.

cheat-sheet data-analysis data-science data-visualization deep-learning jupyter-notebook machine-learning matplotlib ml numpy pandas python scikit-learn scipy seaborn statistics sympy tensorflow

Last synced: 07 Apr 2026

https://github.com/rdvdev2/tf-test

Mostres de ML i IA amb TensorFlow basades en els tutorials oficials per al PR

numpy python research-project tensorflow tensorflow-tutorials

Last synced: 22 Mar 2025

https://github.com/shreeparab1890/which-bollywood-celebrity-are-you

This notebook is trying to build a model which will predict Bollywood celebrity the given image looks like using ResNet-50. This project is trained on 100 Bollywood celebrities and the dataset is taken from kaggle.

keras matplotlib-pyplot mtcnn-face-detection opencv python sklearn tensorflow

Last synced: 14 Apr 2026

https://github.com/santteegt/tensorflow-impl

Exercises and model implementations during my career

tensorflow tensorflow-experiments tensorflow-models tensorflow-tutorials

Last synced: 14 Oct 2025

https://github.com/snigdho8869/spam-email-detection

This repository contains various machine learning models for spam detection. These models can be used for email or text-based spam detection in different applications.

artificial-intelligence bert cybersecurity deep-learning email-filtering ensemble-learning flask flask-application logistic-regression lstm machine-learning natural-language-processing python random-forest spam-detection svm tensorflow text-classification web-development webapp

Last synced: 08 May 2026

https://github.com/hdgiacon/cats_and_dogs_classify

Projeto de visão computacional para análise e comparação de modelos convolucionais a fim de classificar imagens utilizando Transfer-learning e GRAD-CAM.

cnn computer-vision deep-learning python tensorflow

Last synced: 05 May 2026

https://github.com/dianac01/cat-vs-dog-classifier

Image classifier for cats vs dogs using MobileNetV2 and TensorFlow/Keras

cat-vs-dog computer-vision deep-learning image-classification keras tensorflow

Last synced: 05 May 2026

https://github.com/koolamusic/musicimages

Some Baby Steps for the Music in Images Project

ai music psychology-experiments python tensorflow tensorflow-experiments

Last synced: 11 Apr 2026

https://github.com/jay4codes/time-series-comparative-analysis

A comparative analysis of various time series models on JP Morgan's stock price data for stock price predictive analysis

scikit-learn tensorflow time-series-analysis

Last synced: 10 May 2026

https://github.com/kwokhing/tf2-cifar10-cnn-demo

Demo on performing multiclass image classification using Convolutional Neural Network (CNN) in Tensorflow 2. Techniques such as earlystopping, batchnormalizing and dropout are explored to prevent overfitting

batchnormalization cifar10 cnn-classification convolutional-layers convolutional-neural-networks dropout earlystopping savedmodel tensorboard tensorflow tensorflow2 vgg

Last synced: 10 May 2026

https://github.com/rakibhhridoy/natural-language-processing-steps

Preprocess data in nlp text classification and text sequence in TensorFlow. There's different steps in both classification and sequence task, thus it need different steps. These steps in TensorFlow is so much easy if you get into it.

classification embedded embedding-models feed keras natural-language-processing nlp python sentence sequence tensorflow text-analysis text-classification text-processing

Last synced: 06 May 2026

https://github.com/alex1iv/asr_ru_numbers

Automatic Speech Recognition (ASR) system for Russian digits

audio-processing librosa numpy speech-recognition tensorflow

Last synced: 13 Apr 2026

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

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

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

Last synced: 13 Apr 2026

https://github.com/sauravwel/boston-housing-price-prediction-using-deep-learning

This project uses deep learning techniques to predict median housing prices in the Boston area using the Boston Housing dataset. The model employs TensorFlow, Keras, and Numpy, with a mean squared error loss function and Adam optimization algorithm. The results show high accuracy.

boston-housing-price-prediction deep deep-learning housing housing-price-prediction housing-prices tensorflow tensorflow-tutorials

Last synced: 18 Feb 2026

https://github.com/joudalsadhan/handwritten-digit-classification-using-cnn

Handwritten digit classification is a fundamental problem in computer vision and pattern recognition, widely used in applications such as postal automation, bank check processing, and digital document analysis. This project aims to develop a machine learning model capable of accurately classifying handwritten digits using deep learning techniques.

cnn cnn-classification computer-vision digit-classification machine-learning tensorflow

Last synced: 19 May 2026

https://github.com/indrajit-2001/an-analysis-of-breast-cancer-detection-

A breast cancer analysis project using advanced image processing techniques. This research employed CNNs, specifically VGG16, DenseNet121, and ResNet150V2, to analyze histopathological images from the BreakHis dataset on Kaggle, enhancing breast cancer detection and classification.

cnn densenet121 python3 restnet50 sklearn tensorflow vgg16-model

Last synced: 14 Mar 2026

https://github.com/ayushchakraborty/heart-disease-predictor

Model used to predict if CVDs are present or not

machine-learning tensorflow

Last synced: 15 Apr 2026

https://github.com/aryan02420/digit-recognizer

MNIST handwritten digit classification, built with python/tensorflow, runs in browser

mnist mnist-handwriting-recognition tensorflow

Last synced: 05 May 2026

https://github.com/AmeenKhawaja/Image-Upscaler

Upscale Images via CNN/SRCNN. Python/TensorFlow

tensorflow

Last synced: 17 Oct 2025

https://github.com/arsath-eng/face_classification

a deep learning project that uses ResNet and Inception architectures to classify real vs AI-generated face images. The project includes two models trained on a custom dataset, achieving validation accuracies of 52.45% (ResNet) and 52.94% (Inception). Built with TensorFlow and Flask, and a web interface for real time face classification

ai-detection computer-vision deep-learning face-detection flask image-classification machine-learning tensorflow

Last synced: 01 May 2026

https://github.com/jzow/starlitone

:robot: First generation CV (Computer Vision) intelligent Robot.

cv java robot robot-arm rust tensorflow

Last synced: 10 Apr 2026

https://github.com/soupu07/image_classification

The project aimed to develop a machine learning model using TensorFlow and Keras to classify images of clothing items from the Fashion MNIST dataset.

data-science data-science-projects deep-learning keras-tensorflow python python-data-analysis python-programming-language tensorflow

Last synced: 10 Apr 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/shivam-dhir/classifying-covid-19

Covid Detection with CT Scans is a Python project that uses Convolutional Neural Networks (CNNs) built with TensorFlow and Keras to detect Covid-19 from chest X-ray images. It employs OpenCV for image processing and features a simple interface using Streamlit for uploading and analyzing scans.

cnn opencv python streamlit tensorflow

Last synced: 14 Apr 2026

https://github.com/giatraskon/machine_learning_assignments

Machine learning assignments covering regression, classification, neural networks, adversarial examples, and real-time emotion detection using Python. Includes theoretical insights and practical implementations.

adversarial-examples bayesian-inference bias-variance-tradeoff cifar10 classification deep-learning emotion-recognition iris-dataset k-nearest-neighbours keras machine-learning mnist neural-networks opencv pima-indians-diabetes python regression ridge-regression scikit-learn tensorflow

Last synced: 08 Apr 2026

https://github.com/pradeep31747/signtech-real-time-sign_language_recognition

SignTech: Real-time Sign Language Recognition SignTech leverages advanced computer vision and machine learning to translate sign language gestures into text or speech in real-time. This innovative system bridges communication gaps, making interactions between deaf and hearing communities more inclusive and accessible.

cnn digitrecognition git machine-learning opencv python tensorflow

Last synced: 11 Apr 2026

https://github.com/saivarun2611/potato_disease_classifier

This project is a Potato Disease Classifier that uses a Convolutional Neural Network (CNN) to classify potato leaves as healthy, suffering from early blight, or late blight. The model helps in early detection of diseases, which can be crucial in maintaining crop health and yield.

cnn keras matplotlib numpy pandas python3 tensorflow

Last synced: 14 Apr 2026

https://github.com/caefleury/cis-ieee-difusion-model

Repositório teste para códigos do projeto de Modelo de Difusão do branch CIS-IEEE

docker docker-compose numpy python3 tensorflow

Last synced: 08 Apr 2026

https://github.com/hrbigelow/einsum-tuple

Einsum Tuple mini-language: An enhancement of einsum notation for defining tensorflow ops

tensorflow

Last synced: 28 Feb 2025

https://github.com/md-nur/plant-aid-train

PlantAId is a web application that uses TensorFlow CNN to analyze leaf photos and detect diseases in 14+ crops. Built with FastAPI (backend) and Next.js (frontend), it aims to help farmers identify crop diseases early and improve yield. Future plans include an offline mobile app for remote areas.

cnn keras onnx python tensorflow

Last synced: 11 Apr 2026

https://github.com/heitan104/truesight

Detect AI-generated short-form videos using deep learning. Built with Flask, TensorFlow, and React Native.

ai-detection deepfake expo flask hackathon keras mobile-app opencv react-native spurhacks tensorflow video-analysis

Last synced: 11 Apr 2026

https://github.com/phyulwin/ml-projects-with-python

Projects for Machine Learning with Python freeCodeCamp (Updated Solution in Progress... 🌿)

deep-neural-networks google-colab machine-learning python tensorflow

Last synced: 05 May 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/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/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/iambedant/cmrit-deeplearning-techtalk-demo

Sample code for "Introduction to Deep Learning and Neural Networks" presentation.

deeplearning keras mnist neural-network tensorflow

Last synced: 08 May 2026

https://github.com/msikorski93/persian-digits-lenet-5-scikit-learn

Image recognition on Persian handwritten digits with LeNet-5 neural network and scikit-learn models.

classification gradient-boosting hard-voting-classifier image-recognition k-nearest-neighbors lenet-5 lightgbm persian-digits tensorflow

Last synced: 14 May 2026

https://github.com/borisboc/docker_tensorflow_spyder

How to build a Docker container with tensorflow, Spyder IDE, jupyter etc. With GPU support !

docker gpu jupyter jupyter-notebook jupyterlab nvidia-docker nvidia-gpu spyder spyder-ide tensorflow tensorflow2

Last synced: 08 Mar 2026

https://github.com/nikhilranjan7/tensorflow-practice

Fundamentals of Machine Learning

machine-learning-algorithms tensorflow

Last synced: 11 May 2026

https://github.com/marcnuth/tensorflow-play

The lightweight engineering TensorFlow wrapper for AI engineer. Write less, Reuse more, Scale easily.

artificial-intelligence engineering tensorflow tensorflow-hub tensorflow-lite

Last synced: 13 Apr 2026

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

Convolutional Neural Networks in TensorFlow

tensorflow

Last synced: 24 Oct 2025

https://github.com/anythinglord/ai-journey

Approach to construction of hybrid AI models optimized by Deep Neuroevolution, with ML, AI and DL

ai deeplearning machine-learning neural-networks python tensorflow

Last synced: 21 May 2026

https://github.com/alvii147/banglanotepad

Bengali character and numeral recognition project

css flask javascript keras pillow pyqt5 python tensorflow

Last synced: 11 Apr 2026

https://github.com/kumpatlapavankumar/recognizing-flowers-with-convolutional-neural-networks

This project uses a Convolutional Neural Network (CNN) to classify flower images into five categories: Daisy, Dandelion, Rose, Sunflower, and Tulip. The model is trained on the Flowers Recognition dataset with image augmentation techniques to enhance generalization.

cnn-keras coding data-science deep-learning enjoying flower-classification machine-learning numpy opencv2 pandas pathlib pillow python tensorflow testing training

Last synced: 08 Apr 2026

https://github.com/adrianmarino/wide-and-deep-example

wide & deep - features columns - auto ml

deep-learning keras-tunner python tensorflow

Last synced: 11 May 2026

https://github.com/phdenzel/deep-gesture

An LSTM action recognition program that facilitates data collection for training and allows for real-time processing

keras mediapipe opencv-python python3 tensorflow

Last synced: 11 Apr 2026

https://github.com/prajakta1321/tensorflow-and-keras-playground

In this repository, you’ll find foundational implementations of TensorFlow and Keras concepts developed on Google Colab. It demonstrates how to work with tensors, build and train neural networks, and evaluate models, providing a solid starting point for exploring advanced deep learning techniques.

colab-notebook keras keras-tensorflow python3 tensorflow

Last synced: 13 Apr 2026

https://github.com/ethanmclark1/bioinformatics-sota-eval

Evaluating SOTA biologically-informed neural networks (KPNN, PGNN, and GNN) on scRNA-seq data for classification tasks

bioinformatics deep-learning eval gnn graph-neural-networks knowledge-primed kpnn pathway-guided pgnn pytorch scrna-seq sota t-cell-receptor tensorflow

Last synced: 10 May 2026