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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/lovesaroha/softmax-regression

The softmax function  or normalized exponential function  is a generalization of the logistic function to multiple dimensions. In this example (X is weight, Y is height) where (0,0) is top left corner.

javascript machine-learning softmax-regression tensorflow training

Last synced: 17 Apr 2026

https://github.com/aaronlelevier/apache_beam_examples

Code and Notes for learning Apache Beam

apache-beam python tensorflow

Last synced: 17 Apr 2026

https://github.com/abdelrahman-amen/resnet50-from_scratch_and_built_in

ResNet-50, with 50 layers, excels in image classification by addressing the vanishing gradient problem. Skip connections facilitate seamless information flow, empowering the model for intricate feature learning. Its unique architecture makes ResNet-50 a robust choice for complex pattern recognition.

image-processing keras python resnet-50 seaborn skit-learn tensorflow

Last synced: 17 Apr 2026

https://github.com/aniketmaurya/tf_assist

Deep Learning library on top of Tensorflow for fast prototyping

deep-learning keras tensorflow

Last synced: 17 Apr 2026

https://github.com/lhcee3/bc-classification

Breast Cancer classification done using both Machine Learning and Deep Learning.

breast-cancer breast-cancer-classification deep-learning machine-learning neural-networks sckit-learn tensorflow

Last synced: 17 Apr 2026

https://github.com/hansalemaos/tf_efficientdet_lite2

Object detection with tensorflow

python tensorflow tensorflow2

Last synced: 17 Apr 2026

https://github.com/rowentey/stock-price

Visualize stock market predictions, STONKS! 📈

machine-learning python tensorflow

Last synced: 17 Apr 2026

https://github.com/mnitin-reddy/content-based-recommendation-system-using-deep-learning

A content-based movie recommendation system using deep learning to predict user ratings by leveraging user and movie features. The system integrates neural networks for feature extraction, utility scripts for data processing, and supports both new and existing user recommendations.

deep-learning keras neural-networks numpy pandas python scikit-learn tensorflow

Last synced: 03 Apr 2026

https://github.com/akshay-kamath/sequential-sentence-classification

Built a Deep learning Model for Sequential Sentence Classification, for Converting “Harder to Read” text into “Easier to Read ” text.

ai-models data-science deep-learning machine-learning model-performance natural-language-processing nlp pubmed sentiment-analysis tensorflow text-classification textanalysis

Last synced: 17 Apr 2026

https://github.com/albertodiazdurana/efficientnet-flower-classification-transfer-learning

Transfer learning with EfficientNetB0 for 102-class flower species identification. 91.90% test accuracy with ~10 labeled images per class.

computer-vision deep-learning efficientnet few-shot-learning flower-classification image-classification keras oxford-flowers-102 tensorflow transfer-learning

Last synced: 17 Apr 2026

https://github.com/himalayaashish/ml_in_production

ML_IN_Production is a project demonstrating the end-to-end process of developing and deploying a machine learning classification model in a production environment. This repository contains a TensorFlow-based classification model trained on [your dataset description] and showcases how to deploy it using Docker and Flask to serve predictions.

docker docker-compose flask flask-api tensorflow

Last synced: 04 Apr 2026

https://github.com/rickyarians/ai-ml-nlp

Directory Machine Learning, Deep Learning, Artificial Int, Natural Language Processing Project

deep-learning machine-learning modeling python scikit-learn tensorflow

Last synced: 04 Apr 2026

https://github.com/mwesterham/machine-learning-sandbox

Demonstration of TensorFlow model implementations and ML concepts in the form of different experiments.

machine-learning tensorflow

Last synced: 04 Jun 2026

https://github.com/glencrawford/tensorflow_imdb_reviews_text_classification

Text sentiment classification with a Tensorflow 2 and Keras neural network.

keras machine-learning neural-network python tensorflow text-classification

Last synced: 10 May 2026

https://github.com/santos-k/fashion-recommender-dashboard

The project is a neural network-based fashion recommendation system built using Python. The model used for this system is Resnet50, which is a deep learning model used for image recognition. The data used for training the model is scraped from Flipkart, with a total of 65,000 images.

ann cnn dash dashboard data-analysis data-science deep-learning eda gcp heroku kera machine-learning nueral-networks plolty python tensorflow

Last synced: 04 Apr 2026

https://github.com/mnj-tothetop/english-handwritten-characters-recognizer

A handwritten english character recognizer [0-9, A-Z, a-z] made by using a Dataset of 3409 images. Tensorflow, Keras, Scikit-learn, and OpenCV was used to implement the Convolution Neural Network (CNN). Matplotlib and Seaborn were used to visualize the data.

artificial-intelligence convolutional-neural-networks keras matplotlib opencv-python scikit-learn seaborn tensorflow

Last synced: 18 Apr 2026

https://github.com/sdgp-cs-09/bloom-app

An IoT-based smart gardening solution with AI-powered features for monitoring, disease detection, and automation.

firebase flutter iot keras machine-learning plantdiseasedetection superbase tensorflow

Last synced: 04 Apr 2026

https://github.com/hoduy511/recommend-songs-based-on-emotion

This project is an application that performs real-time emotion detection using computer vision and recommends songs based on the detected emotions. It utilizes OpenCV for face detection and a pre-trained deep learning model for emotion recognition. The recommended songs are fetched from the Spotify API.

keras opencv python3 streamlit tensorflow

Last synced: 04 Apr 2026

https://github.com/nielsgl/python-fractals

This repository contains code, figures, and notebooks for generating fractals with python.

deep-learning fractal-algorithms fractal-rendering fractals jupyter jupyterlab machine-learning python tensorflow

Last synced: 10 May 2026

https://github.com/pawlo77/computer-vision

Tutorial on computer vision with python. Developed for Data Science Scientific Circle at Faculty of Mathematics and Information Science, Warsaw University of Technology

computer-vision cv2 machine-learning python skimage 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/ramapinnimty/hands-on-tensorflow

Systematic and complete notes (or guide) on getting started right away with Tensorflow. Inspired from "Complete Guide to Tensorflow for Deep Learning with Python" on Udemy.

beginners estimator-api python3 tensorflow tensorflow-tutorials

Last synced: 18 Apr 2026

https://github.com/musty-ess/traffic-sign-recognition-with-tensorflow-ai

This project implements a neural network using TensorFlow to classify images of traffic signs from the German Traffic Sign Recognition Benchmark (GTSRB) dataset. The model accurately identifies different types of traffic signs, such as stop signs, speed limit signs, and yield signs, among others.

ai artificial-intelligence autonomous-driving computer-vision convolutional-neural-networks deep-learning image-classification image-processing keras machine-learning neural-network opencv python supervised-learning tensorflow traffic-sign-detection traffic-sign-recognition

Last synced: 18 Apr 2026

https://github.com/arnoldchrisoduor1/potato_disease

Trained a CNN to detect the presence and the current stage of Blight disease in potatoes, WebApp in FastAPI and React

fastapi keras numpy react serving-tensors tensorflow

Last synced: 04 Apr 2026

https://github.com/sentinel-ml/sentinel_ai

Machine Learning Model to detect fraud in financial systems

ai python pytorch scikit-learn security security-tools tensorflow

Last synced: 04 Apr 2026

https://github.com/adhadse/hands-on-machine-learning-book-notes-and-practice

This repo holds the Jupyter notebooks and datasets containing notes/comments on things I learned from this book. Feel free to use and learned from them.

data-science deep-learning jupyter-notebooks keras machine-learning python scikit-learn tensorflow

Last synced: 04 Apr 2026

https://github.com/camara94/nlp-basique

Dans ce tutoriel, nous découvrir ensemble les bases de NLP en IA

gensim nlp nlp-keywords-extraction nlp-machine-learning pytorch sklearn spacy spacy-nlp tensorflow

Last synced: 04 Apr 2026

https://github.com/oshapandey/customer_churn_prediction_analysis

Churn prediction, also known as customer attrition analysis, is a crucial aspect of business intelligence that focuses on identifying customers who are at risk of leaving a company's services or products. The goal of churn prediction is to proactively identify these customers and implement strategies to retain them.

churn-prediction data-science machine-learning neural-network python3 tensorflow vizualization

Last synced: 18 Apr 2026

https://github.com/colecrouter/minion-detector-discord-bot

Discord bot to detect minion pictures and videos using AutoML and Google Cloud Run

discord golang tensorflow

Last synced: 18 Apr 2026

https://github.com/lovesaroha/custom-neural-networks

Simple python code of custom neural networks.

neural-networks python resnet tensorflow vgg16

Last synced: 18 Apr 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/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/lucashoeft/intelligent-data-analysis-2-project

Multiclass image classification of the EuroSAT satellite image dataset with convolutional neural network (CNN) and a pre-trained residual network (ResNet50) using transfer learning

cnn eurosat keras resnet sklearn 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/manalisbhavsar/covid-trace-detector

A Face recognition-based contact tracing system using Aadhaar-linked identity. Data stored in a secure database, allows to retrieve and analyze movement history if a person tests COVID-positive.

expressjs face-api-js face-recognition mern-stack mongodb nodejs opencv reactjs rest-api 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/billy0402/python-machine-learning

A learning project from NTUB machine learning course.

ai course jupyter-notebook python scikit-learn 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/thaisgarcia/deep-learning-image-definition

Construção de um modelo de Inteligência Artificial capaz de classificar imagens, considerando 10 categorias ('airplane', 'automobile', 'bird', 'cat', 'deer', 'dog', 'frog', 'horse', 'ship', 'truck').

tensorflow

Last synced: 18 Apr 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/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/zeyu-li/lazy-tensorflow

When you don't want to install Tensorflow so you just do it on Google Colab 😩

collab google google-colab tensorflow

Last synced: 18 Apr 2026

https://github.com/aqueeqazam/deep-learning-for-computer-vision-and-nlp-with-tensorflow

A demonstration of TensorFlow and how to code for natural language processing and computer vision will be demonstrated at the next level of deep learning concept.

computer-vision deep-learning neural-network nlp tensorflow

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/siarheidudko/node-ai-tf-recommendations-engine

The recommendation engine is based on AI TensorFlow

ai recommendation-engine tensorflow

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/lnsp/ml-notebooks

A collection of machine learning notebooks created for learning purposes.

deep-learning deep-neural-networks machine-learning machine-learning-algorithms reinforcement-learning sklearn 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/xserban/dnnmodels

Tensorflow| More Cleverhans base-models

base-models cleverhans tensorflow

Last synced: 20 Apr 2026

https://github.com/yassin522/heartbeat-categorization

This project is aimed at developing a machine learning model that can accurately classify heartbeats as either normal or abnormal. The model is trained on a dataset of ECG (electrocardiogram) signals, which were collected from patients and labeled by medical professionals.

cnn deep-learning keras machine-learning scikit-learn tensorflow

Last synced: 20 Apr 2026

https://github.com/ilyar/lab-tensorflow

tutorials tensorflow

tensorflow tutorials

Last synced: 20 Apr 2026

https://github.com/omraj0/fruits-and-vegetables-recognition

A Deep Learning project that classifies over 36 types of fruits and vegetables using a Convolutional Neural Network

cnn google-colaboratory keras python tensorflow

Last synced: 20 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/2n3g5c9/smart-network-sensor

🔦 Meta-alerting compression of NIDS sensors data based on anomaly detection (old project).

jupyter keras nids-sensors tensorflow

Last synced: 20 Apr 2026

https://github.com/harshitm567/deep-learning--salary-estimation

It is a basic Deep Learning project that estimates the salary of employee under certain constraints

ann deep-learning keras machine-learning python tensorflow

Last synced: 20 Apr 2026

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/sarangs1621/detection-of-mixed-pixels-in-thermal-image

A lightweight Python deep learning framework for precision agriculture. It leverages a CNN autoencoder to detect mixed pixels in thermal images, enabling early crop disease detection with robust metrics (MPP, SSIM, MSE) and scalable design.

agriculture ai autoencoder cnn computer-vision crop-disease crop-disease-detection data-augmentation deep-learning disease-detection image-processing machine-learning mixed-pixels plant-health precision-agriculture python scalable-design tensorflow thermal-imaging unsupervised-learning

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/sudharsansaravanan/pic-classifier

Image classification app using the TensorFlow MobileNetV2 model and Streamlit for fast and interactive predictions.

streamlit tensorflow

Last synced: 20 Apr 2026

https://github.com/deslum/examplestfnet

Examples written on .Net Core from book Machine Learning with TensorFlow: Nishant Shukla

machine-learning machine-learning-algorithms net netcore2 tensorflow tensorflow-examples

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/nass59/dlnd_face_generation

Face generation using generative adversarial networks to generate new images

celeba cnns deep-learning deep-neural-networks face-generation gpu mnist python tensorflow udacity-deep-learning udacity-nanodegree

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/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/javi22020/netplot

NetPlot es un proyecto para mostrar redes neuronales como imágenes a partir de su estructura.

ai artificial-neural-networks neural-network neural-networks plot python pytorch tensorflow

Last synced: 21 Apr 2026

Tensorflow Awesome Lists
awesome-quantum-machine-learning 267 awesome-deep-learning-resources 141 awesome-colab-notebooks 807 awesome-robotics 72 Awesome-TensorFlow-Chinese 107 awesome-tensorflow-lite 110 CV-pretrained-model 103 awesome-ml-demos-with-ios 93 awesome-AutoML-and-Lightweight-Models 150 Awesome-GANs 94 awesome-tensorflow-2 156 Awesome-Denoise 164 ai4artists 286 graph-networks 246 awesome-tensorlayer 51 awesome-python-machine-learning-resources 1,884 awesome-tensorflow-js 56 awesome-adaptive-computation 173 bert-in-production 45 awesome-dotnet-machine-learning 134 Awesome-Tensorflow2 105 awesome-Multi-Document-Summarization 56 awesome-imgcook 37 awesome-keras 46 TensorFlow-Guide 819 fucking-awesome-tensorflow 130 free-tensorflow-resources 80
Tensorflow Categories
Blog posts <a name="blogs" />📃 361 Tutorials 339 Models with samples 268 Research 263 Research Papers 230 Uncategorized 202 1.) Neural Architecture Search 194 文本数据和NLP 190 Projects 188 Learning 173 数据可视化 133 机器学习框架 128 Papers 120 图像数据与CV 115 Descriptive Resources 104 模型的可解释性 104 超参数优化和AutoML 100 Model Deployment library 99 Papers & Codes 89 Posts and Articles 87