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/zahedi99/house-prices-advanced-regression

Kaggle House Prices – Advanced Regression Techniques. Experiments with Ridge, Neural Nets. using keras_Tensrflow

house-price-prediction kaggle keras regression ridge-regression sklearn tensorflow

Last synced: 10 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/the-pinbo/image-denoising

The standard approach to image reconstruction using deep learning is to use clean image priors for training purposes. In this project, we attempt to achieve denoising without using a clean image prior and yet, achieving a performance comparable to, or sometimes, even better than that obtained using the conventional approach.

autoencoder bsd500 dataset denoising denoising-autoencoders gaussian-noise image-data-generator image-processing image-restoration noise2noise rednet tensorflow unet

Last synced: 02 May 2026

https://github.com/rudrakshmohanty/eeg-based-emotion-classification-using-hybrid-gru-cnn-model

A deep learning model using a hybrid GRU-CNN architecture to classify human emotions (Positive, Negative, Neutral) from EEG brainwave data.

brain-computer-interface cnn-gru deep-learning eeg emotion-classification keras machine-learning neuroscience python tensorflow

Last synced: 09 Apr 2026

https://github.com/strcoder4007/yolo-v1-tf1

YOLO V1 implementation in Tensorflow 1 using Darknet-19 as backbone

cs230 darknet deep-learning tensorflow yolo

Last synced: 12 May 2026

https://github.com/kr1shnasomani/ToneSense

Speech emotion recognition from audio clips using CNN

cnn-classification computer-vision keras lstm tensorflow

Last synced: 16 Aug 2025

https://github.com/jayita11/ann-regression-house-price-prediction

This project uses an ANN model to predict house prices based on features like location, age, and rooms. It includes data preprocessing, model training, and deployment via a Streamlit app. Users can input data and get instant house price predictions, aiding real estate analysis and decision-making.

ann-regession deep-learning house-price-prediction machine-learning python streamlit tensorflow

Last synced: 02 May 2026

https://github.com/gmcgibbon/udacity-dlnd-project-2

Udacity Deep Learning Nanodegree - Project 2

cnn deep-learning jupyter-notebook tensorflow udacity

Last synced: 02 May 2026

https://github.com/sk-g/imagecompression

Using TFGAN framework to play around with GAN architecture for image compression.

dnn generative-adversarial-network neural-networks tensorflow tensorflow-experiments tfgan

Last synced: 02 May 2026

https://github.com/jonaylor89/quickdraw_gan

Conditional GAN for the quickdraw dataset

gan keras machine-learning quickdraw quickdraw-dataset tensorflow

Last synced: 02 May 2026

https://github.com/tentaclepurple/42_leaffliction

👁️ Computer Vision model made with Convolutional Neural Network for leaf disease identification

computer-vision convolutional-neural-networks deep-learning matplotlib opencv plantcv python streamlit tensorflow

Last synced: 09 Apr 2026

https://github.com/abhigyan126/plant-doctor

An AI model trained on Plant village dataset implemented as an android application

android-application apk classification crop desease-detection plant tensorflow tensorflow-lite

Last synced: 09 Apr 2026

https://github.com/hejia-zhang/tensorflow-cmake2

Build TensorFlow Cpp application using CMake

cmake cpp tensorflow

Last synced: 03 May 2026

https://github.com/romerorodriguezd/traffic-lights-classification-cnn

Coding and testing a convolutional neural network for classifying traffic lights, with Keras and Tensorflow, using LISA dataset.

ai cnn-classification keras neural-networks pandas tensorflow

Last synced: 09 Apr 2026

https://github.com/bistuwangqiyuan/solar-image-recognition-demo

A modern, high-performance solar image recognition demo website with AI integration

ai computer-vision demo image-recognition machine-learning photovoltaic react solar-energy tensorflow typescript

Last synced: 03 May 2026

https://github.com/tadiusfrank2001/sentiment_analyst_machine_learning_project

Design a Decision-Tree Classifer and a Logistical Regression Classifier and compare their performance in Sentiment Analysis on Twitter Tweet data

api data-science decision-trees logistic-regression machine-learning machine-learning-algorithms natural-language-processing sentiment-analysis skit-learn tensorflow

Last synced: 03 May 2026

https://github.com/nadhirfr/face_mask_detect

Face mask detection including face ROI with 100% accuracy. Build with OpenCV and Keras/TensorFlow.

face-detection face-mask-detection opencv tensorflow tensorflow2

Last synced: 03 May 2026

https://github.com/saurabhjalendra/reinforcement-learning-based-traffic-optimization

An intelligent traffic optimization system using Deep Reinforcement Learning (DQN & Actor-Critic) to control vehicle speed and lane changes for improved traffic flow and safety.

actor-critic deep-learning dqn keras reinforcement-learning tensorflow traffic-optimization

Last synced: 03 May 2026

https://github.com/binaryfields/neuralnet

Neural networks from scratch and more. Playground in building ML neural network algorithms.

deep-learning machine-learning tensorflow

Last synced: 12 May 2026

https://github.com/sambhu431/xray-pneumonia-classification-cnn-project

This project utilizes (CNN) to accurately classify X-Ray images for pneumonia detection. It explores three different approaches to handle data imbalance and achieve optimal model performance. The project includes detailed evaluation metrics and use Streamlit which enables a seamless classification.

cnn cnn-model cv2 deep-learning keras keras-tensorflow penumonia pneumonia-classification smote streamlit tensorflow xray xray-images

Last synced: 03 May 2026

https://github.com/wittyicon29/ml-

Linear Regression model using TF in python

machine-learning regression tensorflow

Last synced: 03 May 2026

https://github.com/naritanara/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: 03 May 2026

https://github.com/aireynexxx/driver_monitoring_ai

AI-powered driver monitoring system that detects phone use, yawning, and sleep to help prevent road accidents.

ai automotive-applications computer-vision driver-monitoring machine-learning mediapipe rasperry-pi real-time-detection tensorflow

Last synced: 03 May 2026

https://github.com/ghoumbadji/pandora

Identification of hate speech on social media and the communities involved in propagating it.

fasttext graphviz hate-speech-detection lstm-neural-networks networkx node2vec pandas tensorflow

Last synced: 03 May 2026

https://github.com/sarthak-1408/face_mask_detection

This is Face Mask Detection Repository and it's will help you to understand Computer Vision.

computer-vision deep-learning face-mask-detection face-recognition keras opencv-python tensorflow

Last synced: 03 May 2026

https://github.com/dipen-dedania/tensorflow-playground

You will find bunch of models with the code to play.

opencv tensorflow tutorials

Last synced: 03 May 2026

https://github.com/shoaib1522/credit-card-fraud-analysis

"A comprehensive project on Credit Card Fraud Detection combining Exploratory Data Analysis, Machine Learning, and an interactive Streamlit web app for real-world applicability."

eda epochs mlp-classifier neural-network numpy pandas-python perceptron-learning-algorithm python regression sckiit-learn seaborn streamlit streamlit-webapp tensorflow

Last synced: 09 Apr 2026

https://github.com/en10/inceptionnodeapi

Node.js API for Google Tensorflow Inception Model

google image-classification inception-api inception-v3 tensorflow

Last synced: 04 May 2026

https://github.com/alexandrelam/spotifyml

Neural Network Classifier guesses Spotify songs genre 🧠🎸🤘🎼

neural spotify tensorflow

Last synced: 12 May 2026

https://github.com/tralahm/machine-learning-in-tensorflow

Using Tensorflow to apply and implement machine learning algorithms enabled by constraints exposed by representations that support models targeted at thinking,perception and action

algorithms constraints data-structures machine-learning models tensorflow tralahm tralahtek

Last synced: 12 May 2026

https://github.com/ramyacp14/image-caption-generator

Developed an image captioning system using the BLIP model to generate detailed, context-aware captions. Achieved an average BLEU score of 0.72, providing rich descriptions that enhance accessibility and inclusivity.

blip cnn-rnn coco-dataset imagenet machine-learning tensorflow vision-transformer vit-gpt2

Last synced: 12 May 2026

https://github.com/egorumaev/2023-determining-customers-age

Построение модели, которая по фотографии определяет приблизительный возраст человека

computer-vision keras pandas pil regression tensorflow

Last synced: 04 May 2026

https://github.com/touradbaba/emotion_detection_in_images

Facial Emotion Recognition app using deep learning to detect emotions. Built with TensorFlow/Keras, OpenCV (Haar Cascade for face detection), Flask, and VGG16 for emotion classification. Includes a user interface for live webcam detection and image upload.

cnn cnn-classification computer-vision emotion-recognition flask keras tensorflow vgg16

Last synced: 04 May 2026

https://github.com/g-wtham/garbage-classifier-fastapi

Garbage Classifier using Transfer Learning: ML-powered REST API for classifying waste. Built with FastAPI, TensorFlow, and Transfer Learning on NASNet.

fastapi jupyter-notebook nasnetmobile tensorflow transfer-learning uvicorn

Last synced: 04 May 2026

https://github.com/roysti10/image_captioning

Image Captioning using Encoder Decoder network , Pretrained models given

checkpoints encoder-decoder-model flickr8k image-captioning tensorflow

Last synced: 28 Jun 2026

https://github.com/r3tr056/pixelface-flask

The PixelFace Inference Server is a web application built using Flask that allows users to upload CCTV footage for facial detection, enhancement, and 3D reconstruction

3d-faces face-reconstruction flask tensorflow

Last synced: 04 May 2026

https://github.com/dalgona039/fog-detection-semg

Personalized FOG (Freezing of Gait) Detection System for Parkinson's Disease using Multimodal Biosignals (sEMG, EEG, IMU) and Hybrid Deep Learning.

biosignals deep-learning eeg fog-detection healthcare-ai imu lstm parkinsons-disease semg tensorflow

Last synced: 23 Jun 2026

https://github.com/h4sh1r/stocks-price-predictor-app

An AI-powered Streamlit app that predicts stock prices using LSTM, visualizes historical data with interactive charts, and analyzes top 50 US stocks with technical indicators like SMA and EMA. Built with Python, yfinance, Plotly, TensorFlow, and deployed on Streamlit Cloud.

ai artificial-intelligence ltsm-model plotly python streamlit tensorflow yfinance

Last synced: 04 May 2026

https://github.com/msikorski93/protein-tertiary-structure

Performing a regression task for estimating residue size based on given physicochemical properties of protein tertiary structures (CASP 5-9).

bioinformatics gradient-boosting multilayer-perceptron-network protein-structure-prediction regression-algorithms scikit-learn tensorflow

Last synced: 04 May 2026

https://github.com/1010code/tfliteflowerclassifier

Tensorflow Lite Android Flowers Classification Transfer Learning using Mobilenet

android image-classification mobilenet tensorflow tflite transfer-learning

Last synced: 04 May 2026

https://github.com/naveenkumar48/imageclassification

CNN-based image classifier for dogs and cats using TensorFlow and Keras, trained on the Kaggle dataset with automated preprocessing, training, and prediction.

cnn computer-vision deep-learning keras tensorflow

Last synced: 04 May 2026

https://github.com/ivan-corporation/komai-imagedetector

Simple AI - Image Analyzer 🖼

mobilenet parcel tensorflow youtube

Last synced: 05 May 2026

https://github.com/salim4n/smart_trash

App with binary classification

huggingface-spaces streamlit tensorflow

Last synced: 05 May 2026

https://github.com/sfikas/tensorflow_helpers

A library of auxiliary functions and classes for tensorflow.

tensorflow

Last synced: 12 May 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: 05 May 2026

https://github.com/zainlatif/rat_detection_cnn_image

🐭 rat detection using cnn this beginner-level computer vision project uses a convolutional neural network (cnn) to classify images as containing a rat or not. built in jupyter notebook with tensorflow and keras, it uses a pre-trained dataset and allows you to test custom images by placing them in a testing_folder.

animal-detection cnn deep-learning jupyter-notebook object-detection python rat-detection tensorflow

Last synced: 05 May 2026

https://github.com/abhishekkr/cartman

a minimal chatbot using Tensorflow, will grow to annoy you

bot chat chatbot tensorflow tensorflow2

Last synced: 13 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/tadayosi/tensorflow-serving-client-java

A Java client library for TensorFlow Serving

ai client java tensorflow tensorflow-serving

Last synced: 13 May 2026

https://github.com/juwel2121/effect-of-weather-on-dengue

This project predicts future dengue cases using Long Short-Term Memory (LSTM) neural networks. It combines historical dengue incidence data with environmental factors like temperature, humidity, and rainfall to assess their impact on dengue outbreaks.

deep-learning lstm machine-learning sarimax sequential tensorflow

Last synced: 21 May 2026

https://github.com/evanwieland/snitch

🖼️ 📷 🤖 Simple image recognition model using TensorFlow.

image-recognition machine-learning tensorflow

Last synced: 21 May 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/malbhagemahesh/skin-cancer-detection-cnn

A CNN-based model to detect skin cancer from dermatoscopic images.

cnn deep-learning image-classification keras python skin-cancer-detection tensorflow

Last synced: 05 May 2026

https://github.com/prgrmcode/ai-image-classification-good-bad

This is a project to classify images from QA dataset from the AI4IM project.

cnn-classification deep-learning keras python3 tensorflow

Last synced: 05 May 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/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/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/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/jedbeom/mini-hangul

텐서플로우로 한글 자음 인식하기

hangul hangul-jamo korean tensorflow

Last synced: 13 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/andercruz/audio-classification-neural-networks-cnn

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

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

Last synced: 29 Apr 2026

https://github.com/amber-abuah/chatbot

A chatbot made using Python, Tensorflow and NLTK.

dnn nltk nltk-python 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/aravinda-1402/covid-detection-model-using-chest-x-ray

The objective of this project is to develop a Deep Learning Model to identify the X-Rays of healthy vs. Pneumonia (Corona) afflicted patients using the Chest X-Ray dataset, and use this model to power the AI application to test the Corona Virus in a faster phase.

classification cnn covid flask keras numpy pandas tensorflow

Last synced: 09 Apr 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/cristian7b/reciclableapp

Una app que clasifica tus residuos reciclables con solo una foto. Realizado con IA. 👩🏼‍💻♻

ia page python reciclaje tensorflow

Last synced: 13 May 2026

https://github.com/jjmachan/odd-even-player

A RL agent that learns to play odd or even like you do?!

openai reinforcement-learning tensorflow

Last synced: 06 May 2026

https://github.com/si1og/raspberry_pi_objects_detection

Neural network for detection objects on a raspberry pi

computer-vision object-detection opencv opencv-python tensorflow

Last synced: 06 May 2026

https://github.com/filnow/forest-cover

training, evaluation and api for forest-cover dataset

forest-cover-type-prediction kaggle keras keras-tuner rest-api sklearn tensorflow

Last synced: 09 Apr 2026

https://github.com/totogo/dlnd-face-generation

Udacity Deep Learning Project 5 Face Generation Using DCGAN

dcgan deep-learning python tensorflow udacity-nanodegree

Last synced: 13 May 2026

https://github.com/viddesh1/hte

Implementation of the TCS ION Remote Internship RIO-125

ai cnn computer-vision crnn-ocr ctc-loss keras matplotlib-pyplot tensorflow

Last synced: 09 Apr 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/xwi88/gp-example

gp example with docker

docker gp tensorflow ubuntu-image

Last synced: 06 May 2026

https://github.com/dimiz51/ocr_license_plates

A simple OCR Deep Learning Project for license plate code detection using Tensorflow and Keras

deeplearning ocr-recognition tensorflow

Last synced: 13 May 2026

https://github.com/hackintoshrao/ml-dl-ai-projects

Machine Learning, Deep Learning and AI projects used for my trainings

artificial-intelligence deep-learning keras machine-learning tensorflow

Last synced: 06 May 2026

https://github.com/pneff93/ml-frameworks

Playground for machine learning frameworks

python tensorflow xgboost

Last synced: 24 Jun 2026

https://github.com/minsithu/python-computer-vision-snippets

Python Snippets for building application features

computer-vision object-detection opencv-python tensorflow

Last synced: 13 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/thiruvarankanm/fashionmnist-cnn

End-to-end CNN for Fashion MNIST classification with data augmentation and TensorFlow Lite quantization for efficient deployment.

deep-learning fashion-mnist image-classification keras tensorflow

Last synced: 07 May 2026