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/hasnain3142/resolution-enhancement-of-low-quality-images

This repository leverages Generative Adversarial Networks (GANs) to enhance image resolution for various applications, using the Super-Resolution GAN (SRGAN) architecture. The project includes a Jupyter Notebook for model training and a detailed research paper documenting the methodology and results.

esrgan gan keras-tensorflow srgan tensorflow

Last synced: 12 Mar 2025

https://github.com/trixky/fashion_cnn

An online convolutional neural network (CNN) model for classifying fashion items.

classification-model convolutional-neural-network mlp mnist mnist-fashion multilayer-perceptron tensorflow tensorflowjs

Last synced: 17 Mar 2025

https://github.com/kpriyanshu256/iris_neural_network

Neural networks in python

python3 pytorch scratch tensorflow

Last synced: 08 Apr 2026

https://github.com/waveywaves/tensorflow_from_scratch

Learning Machine Learning with Tensorflow from the very basics.

basics howto scratch tensorflow

Last synced: 01 May 2026

https://github.com/nayeem01/video-and-audio-similarity-checker

A Python script that utilizes pre-trained models to check for visual and audio similarity in video files.

python tensorflow

Last synced: 12 May 2026

https://github.com/frozenassassine/sound_generation_rnn

Midi music generation neural network using RNN with LSTM layer

lstm midi music musicgeneration python rnn rnn-tensorflow tensorflow

Last synced: 18 Apr 2026

https://github.com/dyarleniber/hands-on-machine-learning

This repository contains code examples, exercises, and projects related to the concepts covered in the book "Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow, 3rd Edition" by Aurélien Géron.

ai artificial-intelligence keras machine-learning matpolotlib numpy pandas scikit-learn tensorflow

Last synced: 11 Apr 2026

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

OpenCV project using CNNs for detection of mask

cnn-architecture haarcascade-frontalface keras opencv python3 tensorflow

Last synced: 22 May 2026

https://github.com/L-Gre/TradeFX-AI

A Python-based project exploring algorithmic trading strategies, including backtesting, real-time data integration, and predictive modeling with TensorFlow and Keras. Key topics include technical indicators, risk management, and leveraging AWS and broker APIs for automated trading.

algorithmic-trading aws backtesting broker-api keras machine-learning matplotlib numpy pandas portfolio-optimisation python real-time-data-integration risk-management technical-indicators tensorflow

Last synced: 26 Sep 2025

https://github.com/victorkiosh/temperature_anomaly_detection

Real-time temperature anomaly detection with FastAPI, Streamlit, and Docker — simulating IoT sensor data for predictive monitoring.

data-science docker fastapi iot machine-learning mlops model-deployment python real-time-analytics sqlite streamlit tensorflow timeseries

Last synced: 06 Apr 2026

https://github.com/giolaq/carnd-traffic-sign-classifier-project

Udacity Self Driving Car Traffic Sign Classifier Project

tensorflow traffic-signs udacity

Last synced: 07 Apr 2025

https://github.com/drakmord2/deeplearning-models

Implementation of Deeplearning Models

deep-learning machine-learning python3 tensorflow

Last synced: 13 Apr 2026

https://github.com/iamphytan/tfjs-models

Personal TensorFlow.js exported models

tensorflow tensorflow-models tensorflowjs tf-model tfjs

Last synced: 15 Mar 2025

https://github.com/rahul-shrivastav/digit-recognition-nn

Web application that recognizes handwritten digits using a deep learning model

deep-learning flask numpy python reactjs tensorflow

Last synced: 11 Apr 2026

https://github.com/wittyicon29/tweet-emotion-recognition-rnn

Sentimental Analysis in Tensorflow on a tweets based dataset to generate the emotions behind them

neural-network rnn sentiment-analysis sentiment-classification tensorflow

Last synced: 17 May 2026

https://github.com/minituff/pet-surfer

A proof-of-concept product that uses AI and Bluetooth LE to keep your pets off the counter-tops.

artificial-intelligence bluetooth-low-energy nodejs python tensorflow

Last synced: 19 Apr 2026

https://github.com/mendez-luisjose/sign-language-detection-and-classification-model

Sign Language Detection and Classification Model

keras mediapipe opencv tensorflow

Last synced: 08 Apr 2026

https://github.com/abdullahashfaqvirk/Text-Summarization-App

Deploy a Hugging Face Spaces app with a CI/CD pipeline using GitHub Actions, featuring Transformers and Gradio for text summarization.

codespaces github-actions gradio huggingface makefile python tensorflow text-summarization transformers workflow

Last synced: 03 Oct 2025

https://github.com/appsolves/appsolves

Passionate ML/DL developer specializing in Python, PyTorch and Dart, dedicated to creating innovative AI applications and useful Flutter apps. | Working on Fidan!

dart deep-learning docker flutter machine-learning python3 pytorch tensorflow

Last synced: 08 Apr 2026

https://github.com/hitthecodelabs/weatherforecast-lstm

TensorFlow and Python for analyzing and forecasting weather data

cnn keras lstm matplotlib numpy pandas python tensorflow weather weather-forecast

Last synced: 11 Apr 2026

https://github.com/shahzaibdev355/house-recommendation-backend

House Recommendation Backend is a Flask-based API that provides house recommendations based on user input. It includes endpoints to check the backend's functionality, fetch state data, and get personalized house recommendations based on criteria like price, property size, number of beds, number of baths, and state.

flask flask-api flask-cors numpy pandas scikit-learn tensorflow

Last synced: 05 Jan 2026

https://github.com/mattjesc/federated-learning-simulation-1gpu-mi-is

Federated Learning Simulation on a Single GPU with Model Interpretability and Interactive Visualization

ai cuda deep-learning distributed-systems federated-learning gpu hpc keras machine-learning ml model-interpretability python pytorch simulation streamlit tensorflow

Last synced: 05 Jan 2026

https://github.com/khurramhashmi/cnn_cifar-10_keras-tensorflow

This repository is created solely for the intention of playing around with CIFAR10 dataset using different architectures to achieve optimal performance.

cifar-10 cifar10 convolutional-neural-networks deep-learning keras keras-tensorflow tensorflow

Last synced: 04 May 2026

https://github.com/kastentx/food-o-matic-101

Flask app serving up retrained MobileNet models for RESTful food image recognition.

flask image-recognition ml python3 tensorflow transfer-learning

Last synced: 11 May 2026

https://github.com/msaadx/Signature-Image-Classification

A machine learning pipeline for signature classification and forgery detection, leveraging Python, OpenCV, TensorFlow, and sklearn. Includes data preprocessing, feature extraction, model training, and performance evaluation.

classfication cnn-classification computer-vision opencv python sklearn tensorflow

Last synced: 12 Oct 2025

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/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/thavinduushan/linear-regression

A linear regression model to predict premium price of an insurance. The dataset includes around 1,000 observations. The project, aimed at learning, was implemented in Jupyter notebooks using NumPy, Matplotlib, Pandas, Keras, and TensorFlow.

matplotlib numpy pandas python tensorflow

Last synced: 09 Apr 2026

https://github.com/mendez-luisjose/computer-vision-flower-classificatiion-with-resnet50

Computer Vision Flower Classificatiion with ResNet50, TensorFlow and Streamlit

resnet-50 streamlit tensorflow

Last synced: 20 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/tinycompositehar/lowcomputecompositeadlmodels

My CSE707 TinyML Mini Project that uses esp32 s3 dev kit to detect composite human activites On-Device (ESP32)

adl composite-har har tensorflow tensorflow-lite tensorflow-lite-micro tinyml

Last synced: 16 May 2026

https://github.com/hafs96/cnn-based_handwritten_digit_recognition

This repository contains a project focused on handwritten digit classification using a Convolutional Neural Network (CNN). The goal was to classify digits (0-9) from the widely-used MNIST dataset.

covolution-neural-network datasets keras machine-learning model neural-networks pandas pooling-max-average python tensorflow

Last synced: 31 Dec 2025

https://github.com/haras-unicorn/cheap-statistics

Small Python (Anaconda) project for price evaluation of apartments in using data from popular auctioning sites.

anaconda apartment auctioning-sites cheap-statistics croatia pandas price-evaluation python scrapy tensorflow zagreb

Last synced: 08 May 2026

https://github.com/leosolar8/stock-price-prediction-ai-model

This project shows how to use a special type of AI called Long Short-Term Memory (LSTM) to predict stock prices. The project is split into two main parts: Training the AI Model and Making Predictions (Inference)

ai csv-dataset data-science data-visualization deep-learning finance financial-data forecasting keras lstm machine-learning python rnn stock-market stock-prediction tensorflow time-series time-series-forecasting

Last synced: 08 Apr 2026

https://github.com/akashcode74/skin-cancer-detection

Skin cancer detection using Convolutional Neural Networks (CNN) on the HAM10000 dataset with ~90% accuracy.

cnn computer-vision deep-learning keras machine-learning python streamlit tensorflow

Last synced: 08 Apr 2026

https://github.com/tsarjak/sentiment-classification-fully-connected-neural-net

Training neural network with 10,000 words of positive and negative phrases and classifying the sentiments on unseen phrases.

nltk python python3 tensorflow

Last synced: 11 Apr 2026

https://github.com/khaledali1234/plant-disease-detection---ml

AI-powered web application for detecting plant diseases from leaf images using Machine Learning. The system predicts the disease type, estimates infection severity, and provides treatment recommendations using a FastAPI backend and a responsive frontend.

computer-vision deep-learning fastapi machine-learning react tensorflow

Last synced: 08 Apr 2026

https://github.com/bhuvan2018/enhancing_image_clarity_denoising_autoencoder

A lightweight Flask web application that performs real-time face image deblurring using a custom CBAM-enhanced U-Net model served via TensorFlow. It includes intelligent image enhancement, PSNR/SSIM/MAE/MSE metrics, and a clean UI to visualize deblurred results. Optimized for both mobile & desktop images, by restoring image clarity.

daisyui docker flask lenis python tensorflow threejs

Last synced: 09 Apr 2026

https://github.com/sudip-13/plant-disease-detection

Plant disease detection from leaf uses machine learning to identify diseases for early intervention

cloudinary css docker jwt-token keras matplotlib-pyplot mongodb nodejs numpy reactjs tensorflow tensorflow-serving

Last synced: 09 Apr 2026

https://github.com/mr-ravin/visual-linguistic-model

This repository contains the modules of Visual linguistic model.

deep-learning research-project tensorflow

Last synced: 17 Mar 2025

https://github.com/rajsoni03/nlp-insincere-questions-classifier

Quora Toxic and Divisive Questions Classification Using Transfer Learning

classification natural-language-processing nlp quora tensorflow

Last synced: 21 May 2026

https://github.com/iamsuvhro/Aihub

Aihub is a python package for Deep Learning developers

deep-learning keras-tensorflow library machine-learning python3 tensorflow

Last synced: 23 Jul 2025

https://github.com/anondo1969/deep-speech-vis

(Master's Thesis) Alam, Mahbub Ul, From Speech to Image: A Novel Approach to Understand the Hidden Layer Mechanisms of Deep Neural Networks in Automatic Speech Recognition, Masterarbeit, Institut für Maschinelle Sprachverarbeitung, Universität Stuttgart, 2017. (https://www.ims.uni-stuttgart.de/en/research/publications/theses/)

automatic-speech-recognition ddeep-neural-networks deep-learning lrp machine-learning natural-language-processing neural-network speech-recognition tensorflow visualization

Last synced: 08 May 2025

https://github.com/theharshithr/melanoma_skin-cancer_detection-using-cnn

Melanoma is a type of cancer that can be deadly if not detected early.It accounts for 75% of skin cancer deaths.

cnn deep-learning machine-learning tensorflow

Last synced: 20 Apr 2026

https://github.com/dragonscypher/prompty

Tool for generating smart and secure prompts for language models!

autotokenizer bert-model cuda google-t5 llm python3 tensorflow threading

Last synced: 02 Jan 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/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/samir-atra/cancerdetector

The final project of AI50xIraq course is found in the commit on 21-3-2023

cancer-detection cnn dataset inceptionv3 matplotlib numpy opencv tensorboard tensorflow tensorflow-tutorials transfer-learning

Last synced: 11 Feb 2026

https://github.com/harshstats/chicken-disease-classification-using-mlops-dvc-pipeline-

The Chicken Disease Classification Using MLOps DVC Pipeline project utilizes the VGG16 architecture to analyze images of chicken fecal matter, enabling early disease detection and reducing economic losses in poultry farming.

agritech aws azure ci-cd computer-vision data-version-control deep-learning disease-detection docker dvc github-actions image-classification keras machine-learning mlflow mlops poultry-health python tensorflow vgg16

Last synced: 06 Mar 2025

https://github.com/shoyamanishi/tfstackdecoder

A stack decoder for Tensorflow 2.x seq2seq models that generates N-Best.

decoder nbest seq2seq tensorflow

Last synced: 16 May 2026

https://github.com/keneandita/smart-machine-health-monitor--smhm-

SMHM is a simplified yet impactful project that uses traditional machine learning and deep learning techniques for predictive maintenance. It focuses on identifying early signs of machine failure using sensor data to reduce downtime and maintenance costs in industrial settings.

midrange ml python tensorflow

Last synced: 18 Jun 2025

https://github.com/ranjit7858/customer_churn_prediction_ann

It is a Web app which can predict whether the Bank customer will churn or not.

keras python taipy tensorflow

Last synced: 10 Feb 2026

https://github.com/wogong/tensorflow-office_finetune

A TensorFlow implementation for fine-tuning AlexNet on Office dataset

domain-adaptation fine-tuning tensorflow transfer-learning

Last synced: 21 May 2026

https://github.com/om-kanabar/sciencefair2025

This is my project for Chicago Public School's student science fair 2025.

chicago-public-schools matplotlib-pyplot neural-networks numpy python science-fair tensorflow

Last synced: 03 Nov 2025

https://github.com/shortthirdman/predictorxvault-cookbook

Master Machine Learning: A Collection of Classification & Regression Algorithms in Action

classification-algorithm jupyter-notebook jupyterlab keras matplotlib numpy pandas python python3 pytorch regression regression-models tensorflow

Last synced: 13 Apr 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/Neuro-Mechatronics-Interfaces/python-intan

Tools and demos for working with EMG data from intan using python

circuitpython cuda emg pico python realtime tensorflow

Last synced: 13 Jan 2026

https://github.com/nikhil25803/deep-learning-notes

Files and programs replated to Deep Learning.

tensorflow

Last synced: 17 May 2026

https://github.com/mauriciovazquezm/skin_cancer_detection_project

A technological solution is sought that enables individuals to assess their own skin lesions through automated image analysis, thereby facilitating early detection and improving patient outcomes.

cancer-detection classification-model data-mining health-check neural-network pytorch tensorflow

Last synced: 03 Feb 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/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/brunoppc/greenscan

GreenScan es un proyecto de inteligencia artificial que utiliza visión por computadora para identificar y clasificar objetos reciclables. A través de un bot de Discord, los usuarios pueden subir imágenes de objetos, y el bot proporciona información sobre cómo reciclarlos correctamente.

discord-bot inteligencia-artificial keras machine-learning python reciclaje teachable-machine tensorflow vision-por-computador

Last synced: 12 Apr 2026

https://github.com/anjaliid/bangalore-aqi-prediction-and-forecasting-ai

Deep learning-based Air Quality Index forecasting for Bangalore using GRU neural networks. Predicts AQI for the next 7 days with 70% accuracy (R²=0.70). Built with TensorFlow/Keras.

air-quality air-quality-index data-science deep-learning environmental-data gru gru-neural-network keras machine-learning tensorflow time-series-forecasting

Last synced: 19 Apr 2026

https://github.com/bishopce16/neural_network_charity_analysis

An analysis in Neural Networks and Deep Learning Models to preprocess a dataset and create a predictive binary classifier for successful charitable donations, using TensorFlow and Pandas libraries in Python.

deep-learning google-colab machine-learning neural-network pandas python sklearn tensorflow

Last synced: 12 Apr 2026

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

Um repositório dedicado à minha jornada de aprendizado e experimentação em Deep Learning. Contém diversas pipelines e implementações em diferentes datasets, explorando modelos (MLPs, LSTMs, CNNs) e técnicas (Regressão, Classificação, etc.) com foco em TensorFlow e Keras.

data-science deep-learning keras machine-learning neural-networks pandas python scikit-learn tensorflow

Last synced: 30 Dec 2025

https://github.com/ishrak26/cse-472-machine-learning-sessional-project

This repository contains the implementation of a project focused on segmenting the hippocampus from MRI images to predict AD dementia. By leveraging advanced segmentation techniques and improving existing architectures, this project aims to enhance the accuracy of hippocampus segmentation, an important step in understanding AD progression.

deep-learning image-segmentation machine-learning tensorflow u-net

Last synced: 14 Apr 2026

https://github.com/PriyanshuLathi/Real-Time-Multimodal-Emotion-Age-and-Gender-Predictor

This project predicts human emotions and age in real-time using audio and facial expressions in a Flask web application. Integrating deep learning models, it accurately classifies emotions and age through a user-friendly interface for webcam and audio input, providing a streamlined experience for analysis.

computer-vision deep-learning flask flask-application python tensorflow web-development website

Last synced: 20 Apr 2025

https://github.com/oujunke/Yolo5Net

Yolo5实现于TensorFlow.Net

tensorflow tensorflownet yolo5 yolov5

Last synced: 20 Apr 2025

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