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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/rijoslal/look

Look is a powerful ML tool that upscale satellite images generated using ESRGAN built with TensorFlow Keras & Fastapi. It ensures high-quality scaling, preserving details and consistency, making images ready for further use or visualization. Ideal for enhancing images while maintaining precision

bootstrap5 cv2 fastapi html-css-javascript jinja2-templates python3 tensorflow tensorflow-hub

Last synced: 12 Apr 2025

https://github.com/silvermete0r/redeepfake-demo-app

ReDeepFake Demo App - Advanced Deepfake detection model for 2D flat images.

cnn deep-learning deepfake-detection deepfakes efficientnet neural-network tensorflow

Last synced: 30 Apr 2025

https://github.com/carloalbertobarbano/tf_monalisagenerator

Neural Network (based on TensorFlow) learning to generate an image of Monalisa

art artificial-intelligence machine-learning neural-network python tensorflow

Last synced: 24 Jun 2025

https://github.com/kr1shnasomani/bloodprint

Blood group detection from fingerprint using TensorFlow and PyTorch.

computer-vision deep-learning neural-network numpy pypi pytorch scikit-learn tensorflow

Last synced: 12 Apr 2025

https://github.com/ely-s/efficientdetjs

Port of the EfficientDet neural network architecture to the web.

ai cv tensorflow

Last synced: 13 Apr 2025

https://github.com/nhatsmrt/denoisingdirtydocuments

My attempt for Kaggle's Denoising Dirty Document competition.

computer-vision deep-learning tensorflow

Last synced: 12 Apr 2025

https://github.com/siddhesh-agarwal/skin-cancer-detection

A web app to detect Skin cancer using pictures of moles and other marks on skin

cnn healthcare python skin-cancer skin-cancer-detection streamlit tensorflow

Last synced: 03 Mar 2025

https://github.com/rijoslal/spotly

Spotly is a deepfake detection web app using facial recognition to analyze content, ensuring only facial images are processed. Built with TensorFlow, FastAPI, and Jinja templates, Spotly leverages MesoNet to accurately distinguish real from fake images, providing a quick, user-friendly solution for deepfake detection.

fastapi html-css-javascript jinja2-templates tensorflow

Last synced: 20 Jul 2025

https://github.com/fabiangroeger96/semantic-segmentation-dtd

Semantic Segmentation for the Describable Textures Dataset (DTD)

dtd dtd-dataset resnest resnet semantic-segmentation tensorflow unet

Last synced: 01 Jul 2026

https://github.com/jannisborn/facepeeper

A Deep Residual Convolutional Neural Network as Gender Classifier on an Interactive Webserver

convolutional-neural-networks deep-learning gender-classification neural-networks python residual-networks scipy tensorflow webserver

Last synced: 10 Apr 2025

https://github.com/rishit-dagli/convmixer-torch2tf

This repository hosts code for converting the original ConvMixer models (PyTorch) to TensorFlow.

convmixer convolutional-neural-networks machine-learning pytorch tensorflow tf-hub vision

Last synced: 24 Jun 2025

https://github.com/2wins/BEGAN-tensorlayer

A TensorFlow Implementation of "BEGAN: Boundary Equilibrium Generative Adversarial Networks" - (EASY to READ)

gan generative-adversarial-network generative-adversarial-networks tensorflow tensorlayer

Last synced: 13 Apr 2025

https://github.com/sergio11/online_payment_fraud

Fraud detection using Deep Neural Networks to predict fraudulent transactions in financial data. 🚨🤖 Complete process from EDA and data preprocessing to model training and evaluation. 📊🔍

classification data-preprocessing data-science deep-neural-networks dnn exploratory-data-analysis financial-fraud fraud-detection fraud-detection-model imbalanced-data keras machine-learning neural-network python smote tensorflow

Last synced: 17 Aug 2025

https://github.com/rom1504/tensorflow_captcha_solver

Captcha solver based on https://medium.com/@ageitgey/how-to-break-a-captcha-system-in-15-minutes-with-machine-learning-dbebb035a710

captcha-solving deep-learning preprocessing tensorflow vision

Last synced: 17 May 2026

https://github.com/leeyunjai/teachablemachine-python

keras and tflite inference code for image project of teachable machine

deep-learning keras machine-learning opencv teachable-machine teachablemachine tensorflow tensorflow-lite

Last synced: 10 Apr 2025

https://github.com/chameleon-ai/deepdream-revived

A version of DeepDream that works in modern-day python

img2img tensorflow

Last synced: 14 May 2026

https://github.com/shub-garg/fashionmnist-dcgan-generative-adversarial-networks-for-fashion-image-generation

This repository contains an implementation of a Deep Convolutional Generative Adversarial Network (DCGAN) trained on the FashionMNIST dataset. The project aims to generate realistic images of clothing items using a GAN architecture. It includes model definitions, training scripts, and visualizations of generated images at various training stages.

artificial-intelligence dcgan deeplearning fashionmnist gan generative-adversarial-network pytorch tensorflow

Last synced: 13 Apr 2025

https://github.com/kyegomez/ast

Implementation of AST from the paper: "AST: Audio Spectrogram Transformer' in PyTorch and Zeta

ai artificial-intelligence attention machine machine-learning machine-learning-algorithms pytorch pytorch-implementation tensorflow

Last synced: 07 May 2025

https://github.com/benjs/hourglass_networks

tf.keras implementation of "Toward fast and accurate human pose estimation via soft-gated skip connections" by Bulat et al. and "Stacked Hourglass Networks for Human Pose Estimation" by Newell et al.

bulat hourglass-network human-pose-estimation keras newell soft-gated-skip-connections stacked-hourglass-networks tensorflow

Last synced: 07 May 2025

https://github.com/coreyauger/quickdraw-gan

generative adversarial networks with keras

gan keras python tensorflow

Last synced: 13 Apr 2025

https://github.com/m-bkh-t/deep-learning-course

In this learning path, you will be able to learn the basic concepts of Deep Leaning and TensorFlow

jupyter-notebook python3 tensorflow

Last synced: 16 Jun 2025

https://github.com/ichenlei/tflite_with_android

A android demo to show how to use tensorflow lite

android image-classification mobilenet tensorflow

Last synced: 14 Jul 2025

https://github.com/johnpertoft/relation-networks

Tensorflow implementation of Relation Networks

relation-network relation-networks tensorflow

Last synced: 17 May 2026

https://github.com/zackakil/ah-um-like-so-cool-detector

Real-time voice recognition app to help speakers reduce their use of "filler words".

machine-learning techable-machine tensor tensorflow voice-recognition vue

Last synced: 06 May 2026

https://github.com/mauri870/kaggle-cats-vs-dogs-redux

My simple solution for the Kaggle Cats vs Dogs Redux competition

cats-dogs go inceptionv3 kaggle tensorflow

Last synced: 13 Apr 2025

https://github.com/animikhaich/vggnet-tensorflow

VGGNet-Family (11, 13, 16 & 19) Implementation to train on ImageNet 2012 using Tensorflow 2.x

cnn imagenet implementation-of-research-paper python tensorflow tensorflow-datasets vgg vgg16 vgg19

Last synced: 10 Apr 2025

https://github.com/theengineerprogrammer/my_masters_thesis

cVAE, VQ-VAE, VQ-VAE2, cVAE-cGAN, PixelCNN and Gated PixelCNN in tensorflow 2.x and keras

cvae deep-learning gan gated-pixelcnn machine-learning pixelcnn tensorflow vae vae-gan vq-vae vq-vae-2

Last synced: 09 Jul 2025

https://github.com/animikhaich/deep-convolutional-background-subtractor

End-to-end CNN-based Autoencoder that can segment any objects even if it is out of the classes present in the training set.

background-subtraction cnn cnn-keras coco convolutional-neural-networks foreground-segmentation image-segmentation python segmentation tensorflow unseen-background-subtractor

Last synced: 10 Apr 2025

https://github.com/serre-lab/meta-predictor

🔮 Meta-predictor Explainability Benchmark

explainable-ai interpretability machine-learning pytorch tensorflow xai

Last synced: 27 Apr 2025

https://github.com/muhammedbuyukkinaci/neural-style-transfer-with-tensorflow

Implementation of Neural Style Transfer algorithm with pre-trained VGG-16 Network & TensorFlow in Python 3.

artistic-style-transfer neural-style-transfer neural-style-transfer-tensorflow tensorflow vgg-16

Last synced: 17 Mar 2025

https://github.com/danielstankw/anomaly-detection

Anomaly Detection using LSTM Autoencoder (Tensorflow)

anomaly-detection classification tensorflow time time-series

Last synced: 06 Sep 2025

https://github.com/ggiuffre/tf-lyrics

Generate lyrics with TensorFlow and the Genius API

data-pipeline genius-api lyrics tensorflow text-generation

Last synced: 16 Apr 2025

https://github.com/rajsoni03/covid-19_detection_using_chest_x-ray_images

A Deep Learning Projects For Diagnosis of COVID Disease by Chest X-Ray Images.

covid-19 covid-ai deep-learning densenet121 diagnosis flask tensorflow

Last synced: 19 Jun 2025

https://github.com/peptoneltd/dspp-data

Database of Structural Propensities of Proteins (dSPP) raw data repository by Peptone Inc.

biotechnology dataset keras keras-models machine-learning prediction protein protein-sequences protein-structure tensorflow tensorflow-models

Last synced: 12 May 2025

https://github.com/klus3kk/microsociety

An object-oriented project that represents the simulator of the society with dynamically changing events.

2d ai cpp deep-q-learning machine-learning oop python reinforcement-learning sfml simulation tensorflow

Last synced: 10 Apr 2026

https://github.com/sthalles/pirl

TensorFlow implementation of Self-Supervised Learning of Pretext-Invariant Representations - PIRL

computer-vision deep-learning pirl representation-learning self-supervised-learning semi-supervised-learning tensorflow unsupervised-learning visual-representation

Last synced: 18 May 2026

https://github.com/lucko515/generative-adversarial-network

This is the implementation of simple GAN using TensorFlow as a framwork.

deep-learning generative-adversarial-network generative-models tensorflow

Last synced: 02 Aug 2025

https://github.com/peterqiu0516/mit-ml-autonomous-vehicle-workshop

An workshop on application of computer vision and machine learning to self-driving cars based on Python and ROS held at MIT.

cnn-classifier computer-vision opencv pid raspberry-pi ros self-driving-cars sklearn svm-classifier tensorflow

Last synced: 12 Apr 2026

https://github.com/abdularis/deeplearningcnn

Content based image retrieval using convolutional neural network and tensorflow

cbir convolutional-neural-network deep-learning image-search tensorflow

Last synced: 10 Jul 2025

https://github.com/fengyh3/text-classification

Deep Learning for Text Classification in NLP

tensorflow text-classification

Last synced: 04 May 2026

https://github.com/akurgat/botnet-anomaly-detection

Using a MLP to identify botnets in network traffic

mlp-classifier pca-analysis pcap python seaborn tensorflow

Last synced: 13 Jul 2025

https://github.com/suryavamsi-p/diabetic-retinopathy-detection-with-resnet50

Built an end-to-end deep learning pipeline using ResNet-50 to classify retinal images into five stages of Diabetic Retinopathy. Applied transfer learning, image preprocessing, and AUC-based evaluation on the APTOS 2019 Kaggle dataset, achieving a 94% validation AUC—offering real-world potential in clinical diagnosis automation.

aptos2019 auc-evaluation clinical-decision-support cnn-model computer-vision data-augmentation deep-learning diabetic-retinopathy early-detection healthcare-ai image-classification keras medical-diagnosis medical-imaging multi-class-classification optical-imaging resnet50 retinal-image-analysis tensorflow transfer-learning

Last synced: 13 Apr 2026

https://github.com/vidhi1290/brain-tumor-detection

Brain Tumor Detection using CNN: Achieving 96% Accuracy with TensorFlow: Highlights the main focus of your project, which is brain tumor detection using a Convolutional Neural Network (CNN) implemented in TensorFlow. It also emphasizes the impressive achievement of reaching 96% accuracy, which showcases the effectiveness of your model.

artificial-intelligence artificial-neural-networks braintumorclassification braintumour convolutional-neural-networks data-science dataanalysis datavisualization deep-learning deep-neural-networks kaggle machine-learning machine-learning-algorithms python tensorflow

Last synced: 10 Apr 2025

https://github.com/luca-parisi/m_arcsinh

m-arcsinh: A Reliable and Efficient Function for Supervised Machine Learning (scikit-learn, TensorFlow, and Keras) and Feature Extraction (scikit-learn)

activation activation-function activation-functions activations arcsinh classification dimensionality-reduction feature-extraction keras keras-tensorflow machine-learning machinelearning mlp mlp-classifier neural-network python scikit-learn svm svm-classifier tensorflow

Last synced: 28 Jun 2025

https://github.com/bububa/facenet

face detction/recognization golang lib using tensorflow facenet

deep face-detection face-recognition facenet tensorflow

Last synced: 15 Apr 2025

https://github.com/sqmah/art-style-transfer-video

Art style transfer for both images and video written in Tensorflow 2. Preview and save your outputs.

gan style-transfer tensorflow tensorflow-examples tensorflow2

Last synced: 20 Sep 2025

https://github.com/thiagopbueno/tf-rddlsim

A RDDL simulator running in TensorFlow.

mdp rddl simulator tensorflow

Last synced: 14 Jan 2026

https://github.com/abhayvashokan/traffic-anomaly-detector

Detects anomalies in traffic flow. If there is a green light and a traffic jam at the same time, it is an anomaly. The database gets updated and suitable alerts are given. The accident detection algorithm detects accidents in the anomaly.

laravel opencv python tensorflow

Last synced: 12 Apr 2025

https://github.com/farahibrar/programming-in-python

Explore a comprehensive collection of Python programming for diverse data analysis and data science projects. This repository covers data exploration, visualization, statistical analysis, machine learning, NLP, and model deployment. Perfect for enthusiasts looking to delve into practical examples and advanced techniques.

beautifulsoup dataanalysis docker flask folium jupyter-notebook machine-learning matplotlib nltk numpy pandas python pytorch scikit-learn scikitlearn scipy seaborn spacy statsmodels tensorflow

Last synced: 16 Jul 2025

https://github.com/bbc/cnn-rate-distortion

CNN for rate-distortion estimation

cnn distortion python3 rate tensorflow video-coding

Last synced: 06 Apr 2025

https://github.com/dataxujing/ssd-tensorflow

:art::art::art: SSD-Tensorflow目标检测基于医学影像的消化内镜活检钳

cv detection python3 ssd tensorflow

Last synced: 16 Aug 2025

https://github.com/siddhi-io/siddhi-execution-tensorflow

Extension that adds support for inferences from pre-built TensorFlow SavedModels

deep-learning deep-neural-network execution extension machine-learning ml neural-network siddhi tensorflow

Last synced: 12 Jun 2025

https://github.com/darshangowda0/machine-learning

This repository serves as a template for all practical applications of basic ML algorithms implemented in both R and Python.

machine-learning python r tensorflow

Last synced: 14 Sep 2025

https://github.com/glambard/threadsafe_generator_for_keras

An ultimate thread safe data generation for Keras

generator keras python tensorflow tensorflow-gpu threadsafe

Last synced: 12 Apr 2026

https://github.com/asad-ismail/lane_detection

Lane Detection and Classification using Front camera monocular images

adas cpp embedded lanedetection pruning quantization tensorflow weight weightclustering

Last synced: 19 Apr 2025

https://github.com/huangcongqing/tensorflow

TensorFlow1.14和TensorFlow2x的学习代码('py35)

bilibili-tensorflow jupyter-notebook tensorflow tensorflow-tutorials tensorflow2 tf1

Last synced: 14 Jun 2025

https://github.com/amine-akrout/tensorflow-tifecycle-management-with-mlflow

Creating a Dockerized stack environment using MLflow, mysql and Minio to manage the lifecycle of TensorFlow models.

bert cnn deep-learning lstm machine-learning minio mlflow mlops mysql nlp python s3 swivel tensorboard tensorflow tf-serving

Last synced: 10 Apr 2025

https://github.com/terrytangyuan/tensorflow-basic-exercises

Exercises for TensorFlow Tutorial

python statistics tensorflow

Last synced: 14 Aug 2025

https://github.com/will-rice/conformer-ctc

TensorFlow 2.0 Implementation of Conformer CTC

asr speech-recognition speech-to-text tensorflow

Last synced: 20 Sep 2025

https://github.com/subhadipsinha722133/duplicate-question-nlp

The "Duplicate Question Pairs" task in Natural Language Processing (NLP) involves determining whether two questions have the same meaning, even if they are phrased differently. The goal is to identify semantic equivalence, not just word-for-word similarity.

deep-learning keras nlp-machine-learning sklearn tensorflow

Last synced: 07 Oct 2025

https://github.com/abhash-rai/traffic-image-classifier

A web-based solution utilizing a robust tensorflow model for precise traffic condition classification made in ReactJs and FastAPI for backend.

cnn cnn-classification cnn-keras cnn-model data-analysis data-science data-visualization fastapi keras keras-tensorflow python python-3 python3 react reactjs tensorflow traffic traffic-classification transfer-learning

Last synced: 23 Feb 2026

https://github.com/psnappz/viserion377

AI Brain VISERION377 [In Development]

ai deeplearning tensorflow viserion377

Last synced: 16 Apr 2026

https://github.com/gabrli/easycnn

EasyCNN it's liblary enabling quick creating, training and visualizing convolutional models (CNN).

ai cnn deep-learning easycnn keras model neural-network news opencv python tensorflow

Last synced: 31 Mar 2025

https://github.com/coac/tf-detection-example

A simple example to how to use Tensorflow detection API on a custom dataset (SSBU)

deep-learning detection smash-bros ssbu tensorflow tutorial

Last synced: 28 Apr 2026

https://github.com/yoctol/ds-post-interview-assignment

A Post Interview Assignment for Candidates.

interview machine-learning python3 tensorflow

Last synced: 28 Apr 2025

https://github.com/oleksandr-g-rock/classify_picamera_in_live_time_cusom_model

Image classification (persons, animals, other) on raspberry pi from pi-camera (in live time) used custom model .h5 (output to terminal)

image-classification image-processing image-recognition pi-camera raspberry-pi tensorflow tensorflow-examples tensorflow-tutorials

Last synced: 09 Jul 2025

https://github.com/victorowinoke/cnn-image-classification-using-fashion-mnist-dataset

There's been much speculation in recent years about neural networks technologies and other deep learning algorithms, primarily because of the popularity of several implementations in the sector utilizing these techniques. Consequently, this hype has yielded several innovative ideas to build open-source libraries and methods to enable the average income tech-savvies to achieve their objective. This research paper aims to examine and illustrate how to use deep learning technologies and algorithms to precisely classify a dataset of fashion images into their respective clothing categories. First, the paper shows the general knowledge of convolutional neural networks (CNN) and the techniques of image classification. Later on, it also discusses the methodology of building a neural network and the simulation process. The results of the neural network simulation are compressively evaluated and discussed.

cnn-classification cnn-keras code deep-neural-networks fashion-classifier fashion-mnist-dataset image-classification python3 report tensorflow tensorflow-models

Last synced: 02 Apr 2025

https://github.com/vijaydwivedi75/custom-mask-rcnn_tf

Using Custom Mask RCNN with TensorFlow Object Detection API to predict instances (masks) of targets in an image

instance-segmentation mask-rcnn object-detection tensorflow

Last synced: 28 Apr 2025

https://github.com/imvision12/nextvit-tf

A Tensorflow implementation of "Next-ViT: Next Generation Vision Transformer for Efficient Deployment in Realistic Industrial Scenarios"

keras tensorflow transformer vision-transformer

Last synced: 22 Sep 2025

https://github.com/chinaskidev/ml-prediccion-lluvia-brazil

MLOps, usando Docker,Airflow,tensorflow,streamlit

python3 scikit-learn streamlit tensorflow

Last synced: 22 Apr 2025

https://github.com/radi-cho/create-tf-app

Set up and maintain a machine learning project in Tensorflow with a single script.

cli machine-learning shell-script tensorflow

Last synced: 12 Apr 2025

https://github.com/rishit7/machine-learning

Repository related to machine learning projects and related modules

machine-learning machine-learning-algorithms micrograd numpy pandas pytorch scipy tensorflow

Last synced: 01 Aug 2025

https://github.com/blackcipher101/asl-teach

A web app to teach people sign language using deep learning models

deep-learning django image-processing opencv tensorflow

Last synced: 01 May 2026

https://github.com/evanhalley/puppyteer-crawler

Crawls a website for pictures of big dogs, little dogs, red dogs, blue dogs, yellow dogs, green dogs, black dogs, and white dogs!

javascript nodejs puppeteer tensorflow

Last synced: 30 Jul 2025

https://github.com/jalajthanaki/facial_emotion_recognition_using_tensorflow

I have used FER2013 dataset and try to build the Facial emotion recognition using TensorFlow

convolutional-neural-networks facial-emotion-recognition tensorflow

Last synced: 09 Mar 2026

https://github.com/omarsar/emotion_recognition_tensorflow

Deep Learning Based Emotion Recognition With TensorFlow

deep-learning emotion-recognition keras nlp rnn tensorflow

Last synced: 17 Aug 2025

https://github.com/orderandch4os/analyse-audio-python

Scratch for experimenting with audio feature extraction.

audio-feature-extraction keras machine-learning tensorflow

Last synced: 24 Jul 2025

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