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/aryanjain28/image-caption-generator

Fused RNN and CNN to predict image activity by amalgamating Xception model output and text input for enhanced accuracy.

cnn computer-vision data-science machine-learning neural-network python rnn tensorflow

Last synced: 08 May 2026

https://github.com/alkaifaftab000/face-emotion-detection

Detecting emotions with AI: from happy smiles to sad sighs, one face at a time!😊

deep deep-learning emotion-detection image-processing keras neural-network tensorflow

Last synced: 08 May 2026

https://github.com/usman619/machine-learning

Some common machine learning examples

machine-learning ml opencv tensorflow

Last synced: 08 May 2026

https://github.com/galfrevn/tensorflow-object-recognition

This repository contains the source code for a TensorFlow object recognition project. My goal is to train and evaluate models that can accurately identify objects. The code includes scripts for training and evaluating models, as well as instructions for setting up the environment and any necessary dependencies 🧙🏼‍♂️

ai nodejs tensorflow typescript

Last synced: 08 May 2026

https://github.com/meraf00/ros2-gesture-controlled-robot

The ROS2 Gesture Controlled Robot integrates MediaPipe for gesture recognition, allowing control of robots within the ROS2 framework.

mediapipe ros2-humble tensorflow

Last synced: 08 May 2026

https://github.com/ashad001/2q48

This project compares heuristic, classical reinforcement learning (RL), and quantum RL approaches to evaluate their efficiency, decision-making strategies, and performance in a grid-based environment.

2048-game game-ai machine-learning pennylane q-learning quantum-computing quantum-machine-learning reinforcement-learning tensorflow

Last synced: 18 Apr 2026

https://github.com/tiagordc/yolo-detection-api

Generic image detection API with OCR for tiagorcdocker/yolo-detection-api

azure-cosmos-db azure-storage computer-vision docker ocr tensorflow tesseract-ocr yolov3

Last synced: 18 Apr 2026

https://github.com/al-chris/satelliteimageclassification

Python and MATLAB codes for satellite image classification using a convolutional neural network.

cnn deep-learning deep-neural-networks image-classification matlab tensorflow

Last synced: 18 Apr 2026

https://github.com/crispengari/tfaudio

🔊🎵 this repository contains some practical examples on audio processing and classification using tensorflow.

audio-classification audio-processing convolutional-neural-networks deep-learning python recurrent-neural-networks speech-recognition tensorflow tensorflow2

Last synced: 18 Apr 2026

https://github.com/kurayami07734/vitiligo-detector-api

FastAPI backend for vitiligo detection

api docker fastapi machine-learning python tensorflow

Last synced: 14 Apr 2026

https://github.com/jaimealruiz/laocoonte

Intelligent IDS for Anomaly Detection in Network Traffic based on 1D CNN Autoencoder and One-Class SVM

anomaly-detection autoencoder cybersecurity deep-learning ids neural-network one-class-svm sklearn tensorflow wip

Last synced: 08 May 2026

https://github.com/harshj-git-hub/lstm-stock-prediction

A LSTM RNN Model for Stock Prediction using Tensorflow/Keras

keras tensorflow

Last synced: 08 May 2026

https://github.com/bvsam/rnn-trader

A RNN based bot to trade tickers.

deep-learning keras lstm machine-learning python react rnn tensorflow visx

Last synced: 04 Apr 2026

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/11noel11/chaos_nonchaos_predictor_nn

AI-powered chaos detection using Simple Harmonic Motion (SHM) & Double Pendulum examples! Compare a Neural Network (NN) with the Lyapunov exponent method to classify chaotic vs. non-chaotic systems. Features Deep Learning, SHAP explainability, F1-score, precision, recall, and stunning visualizations!

chaos-theory classification data-visualization deep-learning double-pendulum explainable-ai feature-importance keras lyapunov-exponent machine-learning neural-networks nonlinear-dynamics python scientific-computing shap simple-harmonic-motion tensorflow time-series-analysis

Last synced: 18 Apr 2026

https://github.com/mohankrishnagr/cpu-vs-gpu-resnet50-training-cifar10

This repository contains a Python script to compare the training performance of a ResNet50-like model on the CIFAR-10 dataset using CPU and GPU. The project evaluates and visualizes the training time differences between the two devices, providing insights into the computational advantages of using GPUs for deep learning tasks.

cifar-10 cpu-vs-gpu deep-learning gpu-acceleration hpc keras machine-learning python resnet tensorflow

Last synced: 18 Apr 2026

https://github.com/darkmatter18/keras_model_deployment_flask

A Simple way to deploy your tensorflow.keras model using Flask

flask keras serving tensorflow

Last synced: 18 Apr 2026

https://github.com/ayushpatel2026/cnn-malaria

End-to-end ML Project - CNN Classifier

dvc machine-learning mlops python tensorflow

Last synced: 13 May 2026

https://github.com/jaswanthv99/image-classification

An AI system that generates captions for images using CNN (for image features) and LSTM (for text generation).

convolutional-neural-networks lstm-neural-networks opencv tensorflow

Last synced: 08 May 2026

https://github.com/denizetkar/rl_test

Reinforcement Learning examples

model-free-rl ppo2 pytorch reinforcement-learning tensorflow

Last synced: 18 Apr 2026

https://github.com/saraasgari99/videoclassificationusingdeeplearning

ML pipeline for biological video analysis using cutting-edge CNN architectures and industry-standard data processing and ML techniques

computer-vision data-processing keras-tensorflow machine-learning numpy sklearn tensorflow

Last synced: 13 Apr 2026

https://github.com/bakangmonei/object-detection

AI Object Detector with Next js 14, Tailwind CSS, Tenserflow, React

javascript nextjs14 react tailwindcss tensorflow

Last synced: 18 Apr 2026

https://github.com/omraj0/food-vision

A deep learning model using CNN to classify food images into various recipe categories with high accuracy.

efficientnetv2 google-colab keras python resnet-50 tensorflow

Last synced: 18 Apr 2026

https://github.com/jeffandyalltogether/mlrecommendationsystem

project code for a recommendation system for Amazon using collaborative filtering, ranking, and matrix factorization to enhance customer satisfaction and product discovery.

eda matplotlib pandas python scikit-learn seaborn tensorflow

Last synced: 05 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/saravanabalagi/whale_classification

A quick attempt to classify whales using data from Kaggle Whale Classification

kaggle kaggle-dataset keras keras-tensorflow python tensorflow whales

Last synced: 05 Apr 2026

https://github.com/emilyfelker/ieee_cis_fraud_detection

Which online transactions are fraudulent? Program that uses various machine learning algorithms to detect fraud.

decision-trees kaggle logistic-regression machine-learning neural-network pandas poetry pytest python scikit-learn sklearn tensorflow xgboost

Last synced: 05 Apr 2026

https://github.com/danielbgoncalves/tensorflow-and-cifar10-cnn

Projeto que utiliza o TensorFlow para criar uma CNN alimentada pelo CIFAR-10

cifar10 cnn-for-visual-recognition keras tensorflow

Last synced: 08 May 2026

https://github.com/paulo-santos-ds/visao_computacional

O sistema utiliza inteligência artificial para analisar documentos e características físicas dos visitantes, garantindo que apenas maiores de 18 anos possam acessar as áreas de jogos

keras numpy pandas plotly python restnet50 sklearn tensorflow

Last synced: 05 Apr 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/kaladabrio2020/introducao-mineracao-de-dados-trabalho-final

Atividade avaliativa da cadeira de Introdução a Mineração de Dados

deep-learning jupyter-notebook machine-learning python tensorflow

Last synced: 08 May 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/nouhabenhamada/image-classification-is-it-real-or-generated-by-ai-

A Streamlit aaplication to distinguish between AI-generated and real images. Utilizing the TensorFlow framework, the core model is based on EfficientNetB0, which has been fine-tuned on a custom dataset containing both fake and real images.

classification efficientnetb0 streamlit tensorflow

Last synced: 08 May 2026

https://github.com/taguhiyenok/lung-disease-detection

Deep learning models (EfficientNetB7 & V2L) for lung disease detection from X-rays

computer-vision covid19 deep-learning efficientnet keras medical-imaging tensorflow transfer-learning xray-classification

Last synced: 18 Apr 2026

https://github.com/gregoritsch3/dl_cv_e2e_potatodiseaseclassification

A guided CodeBasics Deep Learning Project where a Convolutional Model is deployed onto a Website (FastAPI) and Mobile App (React Native, Google Cloud). Its purpose is the classification of potato plant images into "healthy", "Early Blight" and "Late Blight" categories.

cnn-classification gcp model-deployment scikit-learn tensorflow

Last synced: 08 May 2026

https://github.com/razamehar/sentiment-analysis-using-deep-learning---machine-learning

Sentiment analysis on the IMDB dataset using Bag of Words models (Unigram, Bigram, Trigram, Bigram with TF-IDF) and Sequence to Sequence models (one-hot vectors, word embeddings, pretrained embeddings like GloVe, and transformers with positional embeddings).

bag-of-words glove-embeddings imdb-dataset multinomial-naive-bayes one-hot-encoded-vectors python sentiment-analysis sequence-to-sequence-models tensorflow term-frequency-inverse-document-frequency tf-idf-vectorizer transformer-architecture word-embeddings

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/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/curiousily/getting-started-with-tensorflow-js

Tutorial on the basics of TensorFlow.js in the browser. Includes Tensors, visualization with tfjs-vis and building a simple model.

deep-learning machine-learning tensorflow tensorflow-js tensorflow-tutorials tutorial visualizations

Last synced: 19 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/jersongb22/generativedeeplearning

Links to my works, where a variety of generative models are implemented using TensorFlow and PyTorch. Among the implemented models are Autoencoder, VAE, GAN, Pix2Pix, among others.

autoencoder cnn cyclegan gan generative-deep-learning neural-style-transfer pix2pix plotly python pytorch tensorflow u-net vae vgg-19

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/smohiudd/street-level-semantic-segmentation

Training a toy convolutional neural network (CNN) model to predict semantic segmentation masks of street-level images

convolutional-neural-networks semantic-segmentation tensorflow

Last synced: 19 Apr 2026

https://github.com/j03-dev/tarzan

Python package for optical character recognition, CNN

cnn keras ocr opencv tensorflow

Last synced: 19 Apr 2026

https://github.com/razamehar/synthetic-to-real-image-classifier

The CGI2Real_Multi-Class_Image_Classifier categorizes humans, horses, or both using transfer learning from Inception CNN. Trained on synthetic images, it can also classify real ones.

convolutional-neural-networks image-classification inceptionv3 multi-class-classification python real-image-classification synthetic-images tensorflow

Last synced: 19 Apr 2026

https://github.com/yaminibhole/chatbot_using_python

Simple Chatbot: Python chatbot using TensorFlow and Keras for NLP. Trained on a dataset of intents to understand and respond to user input based on pre-defined patterns.

keras nlp python tensorflow

Last synced: 19 Apr 2026

https://github.com/sifatahammed/analysis-of-deep-learning-models-for-emotion-recognition

The experiment developed a framework for comparing the performance of various deep learning models for emotion recognition using EEG data.

deep-learning emotion-recognition machine-learning python supervised-machine-learning tensorflow

Last synced: 13 May 2026

https://github.com/codertonychan/colaboratory

Tony-Colaboratory-Learning

colaboratory google tensorflow

Last synced: 13 May 2026

https://github.com/yashgorana/tensorflow-starter-project

A starter project template with TensorFlow 2.9 on Python 3.8+

ml mlops python starter-kit starter-template tensorflow

Last synced: 08 May 2026

https://github.com/rootfs/tfserving-resnet-client-go

Tensorflow Serving ResNet gPRC Go Client

golang grpc grpc-go resnet tensorflow tfserving

Last synced: 12 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/xserban/dnnmodels

Tensorflow| More Cleverhans base-models

base-models cleverhans tensorflow

Last synced: 20 Apr 2026

https://github.com/alzubair98/glaucoma-classification-model

Glaucoma - classification -mode with CDR

deeplearning tensorflow

Last synced: 08 May 2026

https://github.com/ajithvcoder/tensorflow_march

This repository provides every thing when a person steps within tensorflow river

begineer tensorflow tensorflow-tutorials tutorial

Last synced: 08 May 2026

https://github.com/vikktor93/tarea4-introduccion-vision-computacional

Comparative study of CNN, MobileNetV2 Transfer Learning, and SVM for tomato leaf disease classification using the PlantVillage dataset.

cnn-classification computer-vision keras mobilenetv2 python3 tensorflow transfer-learning

Last synced: 18 Apr 2026

https://github.com/abhishtagatya/paintgan

🖼️ Comparative Framework for Style Transfer Models in Painting Domains

framework gan style-transfer tensorflow

Last synced: 20 Apr 2026

https://github.com/grandechowhiskey/harvard-cs50-ai-projects

This project contains a collection of programming assignments from CS50’s Introduction to Artificial Intelligence with Python course.

html python scikit-learn tensorflow

Last synced: 20 Apr 2026

https://github.com/hajaarh/malaria_hematie_cnn

Algorithme de réseaux de neurones convolutionnels

numpy pandas python resnet-50 sklearn-library tensorflow vgg16

Last synced: 13 Apr 2026

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/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/hammadii123/deep-learning-tutorials

A collection of open-source Deep Learning Labs using PyTorch, TensorFlow, and Keras.

computer-vision deep-learning machine-learning nlp open-source python pytorch reinforcement-learning tensorflow

Last synced: 20 Apr 2026

https://github.com/byrongomezjr/traffic_sign_detection

Deep learning system to detect stop signs and traffic lights using Keras' image recognition capabilities

keras matloptlib numpy python tensorflow

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/junteudjio/stanford_nlp_cs224n_assigment3

This repo is my implementation of the coding questions of assignment3 of Stanford University class: [CS224n](https://web.stanford.edu/class/cs224n/): Natural Language Processing with Deep Learning

deep-learning named-entity-recognition nlp tensorflow

Last synced: 20 Apr 2026

https://github.com/khaled-ghanem/ocular-disease-classification

Train individual CNN models for AMD, DR, Cataract, and Glaucoma diseases using Fundus image dataset.

cnn computer-vision cv2 inceptionv3 keras matplotlib python resnet-50 tensorflow transfer-learning vgg19

Last synced: 14 Apr 2026

https://github.com/aryansinghiiit/imagedetection

A generic image detection program that uses Google's Machine Learning library, Tensorflow and a pre-trained Deep Learning Convolutional Neural Network model called Inception. Topics

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

Last synced: 20 Apr 2026

https://github.com/manojmanu1122/ai-powered-medical-diagnosis

This project leverages Convolutional Neural Networks (CNN) to detect multiple medical conditions, including brain tumors, pneumonia, bone fractures, skin infections, kidney stones, and eye infections. It processes medical images and classifies them into respective categories using deep learning techniques.

deeplearning-ai python3 streamlit-application tensorflow

Last synced: 21 Apr 2026

https://github.com/rai-project/dlperf

Déjà vu: Modeling DNN Performance by Recalling History

benchmark cuda deep-learning modeling onnx performance tensorflow

Last synced: 21 Apr 2026

https://github.com/bragdond/text-classification-nlp-tf

Text classification with keras api from tensorflow using RNN layers such as LTSM and GRU

glove-embeddings gru nlp tensorflow text-classification tf

Last synced: 09 May 2026

https://github.com/justanothercoder/lstm-optimizer-tf

In this repository implementation of trainable optimizer in tensorflow is maintained.

lstm optimization tensorflow

Last synced: 21 May 2026

https://github.com/sakshi2215/treeverse

The project aims to address the challenge of accurately enumerating trees in forest areas earmarked for diversion due to developmental projects by developing an image analytics system utilizing satellite imagery or aerial photographs to automate tree enumeration.

cnn deep-learning historical-weather javascript machine-learning opencv python tensorflow treecount

Last synced: 08 Apr 2026

https://github.com/jayantita/leaf-buddy-server

Leaf buddy's server for classifying given image from the client (Final Project - Mobile Programming)

flask image-classification tensorflow tensorflow-lite

Last synced: 16 Apr 2026

https://github.com/hayatiyrtgl/cryptocurrency_time_series_rnn

Python script for training a Simple RNN model on cryptocurrency price data to predict future prices, including data exploration and evaluation

data-analysis data-science data-visualization keras pandas pandas-python prediction predictive-modeling python python-script rnn rnn-tensorflow tensorflow time-series time-series-analysis

Last synced: 08 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/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