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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/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/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/nikhilroxtomar/custom-blocks-in-tensorflow-using-keras-api

we are going to build a simple convolutional block which consists of a Convolutional layer, Batch Normalization layer, ReLU activation function and a MaxPooling layer.

keras tensorflow tensorflow-tutorials

Last synced: 06 May 2026

https://github.com/oktovivian/tensorflow-introduction

build AI apps with Tensorflow. Build, train, and optimize deep neural networks and dive deep into Computer Vision, Natural Language Processing, and Time Series Analysis

deep deep-learning tensorflow

Last synced: 11 May 2026

https://github.com/a-solo/deepfake-detection

This repository employs TensorFlow-Keras and MTCNN (Multi-Task Cascaded Convolutional Networks) to build an efficient deepfake detection system.

cnn deepfake-detection df-detect keras mtcnn-face-detection tensorflow

Last synced: 06 May 2026

https://github.com/piyush-kumar-ghosh/mnist-digit-recognition

Deep learning project for image classification using TensorFlow and the MNIST dataset.

cnn deep-learning mnist tensorflow

Last synced: 30 Apr 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/quasarbright/taxon

An application for training and using image classifying neural networks through a simple graphical user interface

appjar cx-freeze python tensorflow

Last synced: 29 Apr 2026

https://github.com/tejasvi541/face-recognition-siamese

Facial Recognition using the Siamese advance network

deep-learning docker tensorflow

Last synced: 06 May 2026

https://github.com/ccoupse/mitigasi-kita-machine-learning

Machine learning module for MitigasiKita, a web-based early warning system for earthquake and tsunami risk prediction in Indonesia using TensorFlow and Keras.

data-science deep-learning deepneuralnetworks disaster-mitigation earthquake-prediction keras machine-learning python tensorflow tsunami-warning

Last synced: 28 Apr 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/suyashsonawane/myneuralnet

This is a simple Neural Network made with layers API from Tensorflow.js which is really cool library.

javascript neural-network tensorflow tensorflowjs

Last synced: 29 Apr 2026

https://github.com/nthnn/recognito

Mini-silly image classifier UI with tensorflow and PyQT5.

cifar-100 pyqt5-desktop-application python3 tensorflow tensorflow2

Last synced: 12 May 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/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/angeligareta/deep-learning-basics-tf

Deep Learning basics with Tensorflow and Keras. It includes implementing deep neural networks, feed-forward neural networks, convolutional neural networks, and a traffic sign detection system, using GTSDB and CIFAR dataset.

cifar100 cnn cnn-classification cnn-keras dnn ffnn gtsdb gtsdb-dataset keras tensorflow

Last synced: 12 May 2026

https://github.com/taabishhh/llm_training

This project implements a distributed pipeline for NLP model training using Apache Spark and DeepLearning4J (DL4J). The methodology utilizes a sliding window approach for data preparation, positional embeddings for token encoding, and Word2Vec model training with parallel processing. The model and training process is designed for scalability and op

apache-spark deeplearning4j dl4j llm llm-training logback-classic mapreduce-scala scalatest sliding-window tensorflow word2vec

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/sroman0/web-inf

Neural Network for Multi-Class Classification is a project developed during the "Web and Information Retrieval" course at Università degli Studi del Sannio. This repository provides an implementation of a neural network with a softmax output layer, designed for multi-class classification tasks.

classification data-preprocessing data-science deep-learning educational-project jupyter-notebook machine-learning model-evaluation multi-class-classification neural-network python tensorflow web-information-retrieval

Last synced: 06 May 2026

https://github.com/johnpaulada/tensorflow-template-notebooks

A collection of Jupyter notebooks with templates for executing a variety of tasks with TensorFlow.

jupyter jupyter-notebook templates tensorflow tensorflow-notebooks tensorflow-tutorials

Last synced: 29 Apr 2026

https://github.com/moenick1/intel-dataset-classification

Classification using advanced Convolution Neural Networks and the Intel Image dataset, featuring 6 classes of color pictures in 150x150 pixels resolution. Topics

ai classification ml python tensorflow

Last synced: 06 May 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/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/pedro-avalos/csci493

Notes and Code for my CSCI-493 project.

machine-learning ml python tensorflow

Last synced: 06 May 2026

https://github.com/aliemad5/yolo-keras-object-detection-model

This project runs real-time object detection with YOLOv11 and OpenCV. It captures webcam frames, detects objects, and displays bounding boxes with labels. It uses my custom Keras CNN for training. See details about the CNN at the website below. This code is for view and test only. If you want to use it in real projects read the LICENSE.

ai image keras object-detection opencv python tensorflow yolov11

Last synced: 28 Apr 2026

https://github.com/sifatahammed/diabetic-retinopathy-classification-using-deep-learning

A deep learning approach to Diabetic Retinopathy severity classification, comparing state-of-the-art architectures and assessing performance using accuracy and Cohen's Kappa score.

classification deep-learning diabetic-retinopathy machine-learning python tensorflow

Last synced: 12 May 2026

https://github.com/hoccyy/emotion-detector

An image classification model that detects facial emotions and returns what emotion the face is expressing based on two categories.

cv2 image-classification image-recognition machine-learning machine-learning-algorithms machinelearning ml opencv tensorflow

Last synced: 07 May 2026

https://github.com/andydevs/ml-digit-recognition

Trains a neural network to recognize handwritten digits from the MNIST database.

machine-learning neural-network tensorflow tensorflow-tutorials

Last synced: 30 Apr 2026

https://github.com/michealxq/gesture-recognition-project

🎯 Real-time Hand Gesture Recognition using MediaPipe and MobileNetV3 (Final Year Project)

ai-project computer-vision deep-learning final-year-project gesture-recognition mediapipe mobilenetv3 python real-time tensorflow

Last synced: 07 May 2026

https://github.com/n3pdf/ganpdfs

Generative Adversarial Networks (GANs) for MC PDF replicas.

gans hep-ph high-energy-physics keras machine-learning python tensorflow

Last synced: 30 Apr 2026

https://github.com/sadmansakib93/killer-whale-deep-learning-detector

This repo contains programs and scripts for the multiclass (three or four classes) classification of Killer Whale-KW, Humpback-HB, Dolphin-D (included only in four classes), and background/other.

deep-learning densenet ketos killer-whale-detecor machine-learning orca python tensorflow

Last synced: 07 May 2026

https://github.com/scholarchen20/pythonlp

Python保姆级教学附有对应的demo项目（成绩管理系统），适合小白打基础。此外还包含Numpy,Tensorflow,Pytorch示例代码提供学习使用上手

image-classification image-processing numpy pands python pytorch system tensorflow

Last synced: 30 Apr 2026

https://github.com/youcy03/fingerprint_model

Final Year Project – Fingerprint Recognition using deep learning models (Flask App)

biometrics cnn computer-vision deep-learning fingerprint-recognition flask flask-application grad-cam keras tensorflow

Last synced: 07 May 2026

https://github.com/matteopolak/chatterbox

RNN-based chat message generator.

numpy pandas python rnn tensorflow text-generation

Last synced: 07 May 2026

https://github.com/masoudjawnf/spam-message-classifier

SMS Spam Classifier using Neural Networks

ai keras neural-network perseptron pyhton sklearn tensorflow

Last synced: 30 Apr 2026

https://github.com/ayushmankumar7/siamese-network-with-one-shot-learning

Implementation of this paper - https://www.cs.cmu.edu/~rsalakhu/papers/oneshot1.pdf

numpy tensorflow tf-keras

Last synced: 07 May 2026

https://github.com/gsmrana/deep-learning-starter

A collection of various deep learning model architectures using TensorFlow, Keras, PyTorch and Lightning AI

keras-tensorflow lightningai machine-learning pytorch 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

https://github.com/yashuv/handwritten-devnagari-optical-character-recognition

Handwritten Devnagari Optical Character Recognition(OCR) using CNN and OpenCV

cnn-keras ocr-recognition opencv python tensorflow

Last synced: 07 May 2026

https://github.com/erictg/fake_news_detector

Hophacks Spring 2018 project

go hackathon hopfield-network python tensorflow

Last synced: 07 May 2026

https://github.com/chebroluharika/multiclass-classification-for-mnist

Multi Layer Neural Network for binary and multi-class classification

deep-learning mnist-classification neural-network python tensorflow

Last synced: 07 May 2026

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

Repositório criado com o objetivo de organizar os estudos e práticas desenvolvidas em Machine Learning

keras python pytorch tensorflow

Last synced: 30 Apr 2026

https://github.com/harshuljain13/dogsbreedclassification

Classifying the dogs breed using transfer learning in DeepLearning

deep-learning deep-neural-networks inceptionv3 keras tensorflow transfer-learning

Last synced: 07 May 2026

https://github.com/atharvamulgund/ai-playground

A web app demonstrating real-time emotion detection and doodle classification using React and TensorFlow.js. Explore machine learning models directly in the browser with no backend required.

machine-learning ml reactjs tensorflow tensorflow-tutorials

Last synced: 07 May 2026

https://github.com/totogo/dlnd-tv-script-generation

Udacity Deep Learning Foundation Project3 Generate TV Scripts

deep-learning python rnn tensorflow udacity-nanodegree

Last synced: 12 May 2026

https://github.com/machinelearningzuu/everything-about-explainable-ai

In this repository I demonstrate whole concepts of Explainable AI with easy to understand hands-on.

deep-learning explainable-ai machine-learning tensorflow

Last synced: 30 Apr 2026

https://github.com/ayushkumar1161/stock-price-prediction-using-lstm

About Stock Market Prediction Web App based on Machine Learning and Sentiment Analysis of Tweets (API keys included in code). The front end of the Web App is based on Flask and Wordpress. The App forecasts stock prices of the next seven days for any given stock under NASDAQ or NSE as input by the user.

flask keras machine-learning python sentiment-analysis stock-market stock-price-prediction tensorflow twitter wordpress yfinance

Last synced: 10 Jun 2026

https://github.com/anr007/imgcap

Ready for inference Image Captioning model

deep-learning docker image-captioning tensorflow

Last synced: 07 May 2026

https://github.com/bigflood/go-tensorflow

golang with tensorflow

golang tensorflow

Last synced: 29 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/petrosdemetrakopoulos/spaceship-titanic

My response in the rolling "Spaceship Titanic" Kaggle Competition

kaggle machine-learning neural-network tensorflow

Last synced: 07 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/lifeiteng/tf_valgrind_crash

A simple example for test valgrind tensorflow

tensorflow valgrind

Last synced: 07 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/linsanity03/flower_prediction

Predict the species of flower by using pre-built classifier model from tensorflow

keras machine-learning prediction-model tensorflow

Last synced: 07 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/linsanity03/titanic_prediction

A visualization on probability of people surviving titanic

classifier-model machine-learning prediction-model tensorflow

Last synced: 28 Apr 2026

https://github.com/mathisve/tensorflow-io-audio-2channel-to-mono

Convert a 2 channel audio tensor to a mono audio tensor

tensorflow tensorflow-audio

Last synced: 07 May 2026

https://github.com/swayamag/plant-identification

FastAPI-based image classification API that identifies 24 plant species using a TensorFlow/Keras CNN. Production-ready endpoints with docs, health check, and easy deployment.

api cnn computer-vision deep-learning fastapi image-classification keras plant-identification tensorflow

Last synced: 28 Apr 2026

https://github.com/tawounfouet/road-to-deeplearning-mastery

Documenting my deeplearning learning journey

cnn deep-learning keras lstm rnn tensorflow

Last synced: 07 May 2026

https://github.com/anuragc2001/potatodoc

Introducing the "Potato Disease Predictor using CNN," a cutting-edge project to accurately identify potato diseases with an impressive 95% accuracy rate.

cnn deep-learning macos neural-networks tensorflow

Last synced: 07 May 2026

https://github.com/sfikas/tensorflow_helpers

A library of auxiliary functions and classes for tensorflow.

tensorflow

Last synced: 12 May 2026

Tensorflow Awesome Lists
awesome-quantum-machine-learning 267 awesome-deep-learning-resources 141 awesome-colab-notebooks 807 awesome-robotics 72 awesome-tensorflow-lite 110 Awesome-TensorFlow-Chinese 107 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 275 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 模型的可解释性 104 Descriptive Resources 104 超参数优化和AutoML 100 Model Deployment library 99 Posts and Articles 89 Papers & Codes 89