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/ricardorobledo/dl_for_computer_vision

Personal journey and practical implementations inspired by Computer Vision with Deep Learning materials from Machine Learning Mastery. Focused on image preprocessing, CNNs, transfer learning, classification, object detection, and face recognition to apply computer vision techniques to real-world problems.

classification face-recognition object-detection python3 tensorflow yolo

Last synced: 06 May 2026

https://github.com/lovesaroha/premier-league-fixture-prediction

This model is trained on the fantasy premier league data of season 2020/2021 and predicts outcome of given fixture.

javascript machine-learning prediction premier-league tensorflow

Last synced: 05 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/abdelrahman-amen/neural_style_transfer

This project applies neural style transfer to create new images by merging the content of one image with the artistic style of another.

neuralstyletransfer numpy os python streamlit 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/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/tomfreudenberg/tensorflow-objectdetection

Running example for TensorFlow and object detection

object-detection tensorflow tensorflow-tutorials

Last synced: 10 May 2026

https://github.com/sathiesh05/classification_of_chest_xray_by_cnn

This is a Streamlit-based application that allows users to upload chest X-ray images and classify them as either "NORMAL" or "PNEUMONIA" based on a pre-trained deep learning model.

cnn neural-networks tensorflow

Last synced: 10 May 2026

https://github.com/xhydracore/rock-paper-scissors-tensorflow

Submission Machine Learning Dicoding Academy

tensorflow

Last synced: 16 Apr 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/scorpioscrux/cpsc-572-valorant-network

An analysis of a social/tournament Valorant network. Web scraping and machine learning.

ipython-notebook machine-learning matplotlib network-analysis python selenium sklearn tensorflow webscraping

Last synced: 29 Jan 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/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/lkasym/smart-dynamic-pricing

An AI-powered dynamic pricing system using Dueling DQN and customer behavior simulation, with a full-stack React + Flask dashboard for real-time insights and performance benchmarking.

ai-project data-visualization deep-learning dqn-tensorflow ecommerce full-stack-ai machine-learning reinforcement-learning tensorflow

Last synced: 05 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/abdelrahman-amen/sentiment_analysis_using_supervised_semi_supervised_and_self_supervised_learning

This project showcases a natural language processing (NLP) pipeline for sentiment analysis on the IMDB dataset. By combining self-supervised and semi-supervised learning approaches

imdb-dataset nlp nlt python self-supervised-learning semi-supervised-learning supervised-learning tensorflow wordembeddings

Last synced: 10 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/haimanm3/aws-deepracer-autonomous-racing-model

Developed an AWS DeepRacer model using Python & the PPO algorithm, leveraging TensorFlow to train & fine-tune a deep reinforcement learning model. Designed a custom reward function & optimized hyperparameters to improve policy learning & navigation performance. Utilized AWS infrastructure for scalable training & deployment.

aws-infrastructure deep-learning deployment hyperparameter-tuning machine-learning ppo-algorithm python scalable tensorflow training

Last synced: 13 May 2026

https://github.com/jsd115/tensorflow_bankfrauddetection

This repository aims to provide examples of my ability to produce ML models using tensorflow and sklearn

numpy pandas sklearn tensorflow

Last synced: 06 Feb 2026

https://github.com/0h-n0/dl_benchmarks

Simple benchmarks on major deeplearning frameworks with Python.

benchmark chainer cntk deeplearning mxnet neon pytorch tensorflow

Last synced: 14 Apr 2026

https://github.com/brokenbyteofcode/lstmmidiai

ШІ для генерації MIDI-файлів на основі моделі з довготривалою та короткочасною пам'яттю (використовує надані вами навчальні дані).

ai colab colab-notebook python tensorflow

Last synced: 11 May 2026

https://github.com/arnie1x/medical_chatbot

This project implements an AI-powered medical chatbot using a neural network model and serves it through a Flask web application.

ai chatbot keras medical nlp nltk python tensorflow

Last synced: 11 May 2026

https://github.com/vadzimsharai/mongo-tfrecords

A library that exports mongodb data to tensorflow files (tf-record)

export mongodb python3 tensorflow

Last synced: 06 May 2026

https://github.com/arshitarora/sensitive-data-detection

This repository contains a Python-based project to detect and classify sensitive data within images. The code utilizes a trained image classification model to determine if an image contains sensitive information and uses Optical Character Recognition (OCR) to identify potential sensitive text (such as credit card numbers or date patterns).

image-classification image-processing machine-learning python tensorflow tensorflowjs

Last synced: 11 Feb 2026

https://github.com/kev-1729/deforestation_detection

Este proyecto detecta la deforestación mediante análisis de imágenes satelitales, aplicando Visión por Computadora y Machine Learning. Utiliza Python, TensorFlow, OpenCV y técnicas de procesamiento de imágenes para la identificación de áreas afectadas.

machine-learning opencv tensorflow

Last synced: 11 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/rezaafaisal/roshambo-classification

By utilizing AI, this system can classify hand pictures in the form of stones, scissors and paper using Deep Learning techniques with the help of Keras API.

convolutional-neural-networks deep-learning keras python tensorflow

Last synced: 06 May 2026

https://github.com/abdul-aa/brain-tumor-classifier

An end-to-end deep learning project with the goal of predicting the presence of brain tumors using MRI scans.

convolutional-neural-networks deep-learning fastapi mlops reactjs tensorflow tf-serving

Last synced: 10 Feb 2026

https://github.com/swajayresources/layerviz

A Python Library for Visualizing Keras Models covering a variety of Layers.

keras layers tensorflow visualization

Last synced: 06 May 2026

https://github.com/akashvarma26/autoencoder

Autoencoder which compresses and decompresses images or videos

autoencoder deep-learning jupyter-notebook 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/harmeshgv/lstm-nextwordpredictor

An LSTM-based next-word prediction model leveraging tokenized text sequences and an embedding layer. The model employs stacked LSTM layers with dense softmax classification for vocabulary prediction. Includes data preprocessing, model training, and an interactive CLI for real-time inference.

containerization docker-container lstm-neural-networks nlp-machine-learning tensorflow

Last synced: 11 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/efar301/gym-membership

a description of the project can be viewed here

deep-learning neural-network python streamlit tensorflow

Last synced: 10 Feb 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/gehad-ahmed30/vegetable-classification-cnn-

A deep learning project for classifying 15 types of vegetables using a CNN model trained on the Vegetable Image Dataset with data augmentation and preprocessing. 🚀

augmentation cnn deep-learning normalization tensorflow

Last synced: 30 Apr 2026

https://github.com/fahadpathan7/machine-learning-models

This GitHub repository includes a collection of projects demonstrating the application of machine learning algorithms on different datasets for educational and practical exploration.

jupyter-notebook python3 tensorflow

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/cm-600/monet-image-generation-with-gans

I developed two CycleGANs using TensorFlow and Keras that will generate an image in the style of Monet from a landscape photo for the Kaggle challenge "I'm Something of a Painter Myself." My submission was in the top 20% on the Kaggle leaderboard.

gan image-processing keras neural-networks tensorflow

Last synced: 06 May 2026

https://github.com/gusgitmath/stacked_multi_step_lstm

Project for forecasting Tesla (TSLA) stock prices using advanced LSTM neural networks. Includes a single-step ahead model and a multi-step stacked LSTM model for short and medium-term predictions. Data-driven insights for stock market enthusiasts and practitioners.

deep-learning lstm-neural-networks machine-learning neural-network stock-market tensorflow

Last synced: 26 Feb 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/syedsajjadaskari/end-to-end-chicago-taxi-tip-prediction-with-bigquery-and-vertex-ai

An end-to-end example of Chicago taxi on Google Cloud using TensorFlow, TFX, and Vertex AI

bigquery gcp tensorflow tfx vertex-ai

Last synced: 06 May 2026

https://github.com/jatonline/uk-energy

Using published statistics for each of the nearly 34,000 Lower Super Output Areas (LSOAs) in England, I have estimated the annual gas and electricity use of the average domestic property by building type (detached, semi-deteched, terraced, flat, bungalow).

energy heating keras machinelearning sklearn tensorflow

Last synced: 29 Jan 2026

https://github.com/msamuelsons/projeto-integrador-libras

O projeto usa conceitos de deeplearning para classificação de mãos e ordenar a classe da respectiva letra do alfabeto

classification cnn-classification deep-learning machine-learning python3 tensorflow

Last synced: 06 May 2026

https://github.com/kkeshav1101/nlp

Based on Natural Language Programming Lab coursework as a part of my degree

bag-of-words keras-tensorflow lstm nlp nltk python rnn-tensorflow tensorflow tfidf-vectorizer word2vec

Last synced: 11 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/camara94/introduction_to_tensorflow_ai

TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning! You’re joining thousands of learners currently enrolled in the course. I'm excited to have you in the class and look forward to your contributions to the learning community.

artificial-intelligence deep-learning jupyter-notebook machine-learning machine-learning-algorithms python tensorflow

Last synced: 11 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/0hmx/figuro

contains 3 projects *remove-background *calendar and figuro.in

backend frontend react tailwidcss tensorflow

Last synced: 14 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/raju-2003/agri-aid-expert

AgriExpert utilizes Streamlit, Tensorflow, and Python for predicting crop diseases, aiding farmers in proactive agricultural management.

openai python serper streamlit tensorflow

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/adrian-lorenzo/xray-pneumonia-detection

Convolutional Neural Networks to detect pneumonia with Chest X-Ray Images

convolutional-neural-networks keras tensorflow x-ray-images xception

Last synced: 11 May 2026

https://github.com/oscarsaharoy/programming-questions-classification

Classifier to decide the language of stack overflow questions

machine-learning tensorflow

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/tatangharyadi/deep-learning

Collection of deep-learning

deep-learning python tensorflow

Last synced: 06 May 2026

https://github.com/jlarmstrongiv/tfjs-node-lambda-helpers

Helpers for tfjs-node-lambda

lambda nodejs tensorflow

Last synced: 11 May 2026

https://github.com/manuelblancovalentin/tensorplot

Tired of old-school boring default tensorflow/keras model architecture plots? Give this code a try! Nice, fresh, super-cool, colorful plots for your keras models (works with any wrapper also!).

artificial deep gpu intelligence keras learning machine model plot pytorch tensorboard tensorflow

Last synced: 06 Feb 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/amokorankye/bone-fracture-detection-using-cnns

Implementation of a convolutional neural network (CNN) to detect bone fractures in X-ray images. The model classifies X-ray images into two categories: fractured and not fractured bones.

cnn-classification python 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/andfanilo/mobile-game-object-detection

Detect a maximum of objects the model can detect, in a minimum of time. (kinda paused for now)

tensorflow tensorflowjs tensorflowjs-models vue vuejs

Last synced: 24 Oct 2025

https://github.com/civilizeddev/deep-learning-with-keras

Python AI/ML Template Project

keras poetry python python3 tensorflow

Last synced: 11 May 2026