https://github.com/angulartist/Keras-HDF5-ImageDataGenerator

Blazing fast HDF5 Image Generator for Keras :zap:

h5py hdf5 keras

Last synced: 02 Nov 2024

https://github.com/yashk2810/neural-style-transfer

Using CNN to achieve style transfer

deep-learning keras style-transfer tensorflow

Last synced: 23 Oct 2024

https://github.com/sayakpaul/adversarial-examples-in-deep-learning

Shows how to create basic image adversaries, and train adversarially robust image classifiers (to some extent).

adversarial-examples adversarial-training keras neural-structured-learning tensorflow

Last synced: 23 Oct 2024

https://github.com/mrgloom/kaggle-sea-lions-solution

NOAA Fisheries Steller Sea Lion Population Count

convolutional-neural-networks kaggle keras

Last synced: 15 Oct 2024

https://github.com/aurelienmorgan/abnormal_vibrations_watchdog

Time Series Anomaly detection. The monitored signal is made-up of machinery vibration sensor measurements.

anomaly-detection autoencoder bayesian-optimization data-pipeline etl jupyter-notebook keras lstm mongo-db pyspark python rnn tensorflow time-series

Last synced: 10 Oct 2024

https://github.com/sayakpaul/adamatch-tf

Includes additional materials for the following keras.io blog post.

keras semi-supervised-learning tensorflow unsupervised-domain-adaptation vision weak-supervision

Last synced: 23 Oct 2024

https://github.com/sayakpaul/handwriting-recognizer-in-keras

This project shows how to build a simple handwriting recognizer in Keras with the IAM dataset.

deep-learning handwriting-recognition iam-dataset keras ocr vision

Last synced: 23 Oct 2024

https://github.com/barqawiz/snnapy2-filters

Snappy2 detects faces in images and applies custom image filters as overlays. With Snappy2, developers can easily add fun and engaging image filters to their applications.

draw-ears draw-glasses face-detection filters image keras mustache neural-networks python tensorflow

Last synced: 14 Oct 2024

https://github.com/RayXie29/Kaggle-Peking-University-Baidu-Autonomous-Driving-32-place-solution

3D car detection competition on Kaggle : https://www.kaggle.com/c/pku-autonomous-driving/overview

3d-object-detection camera-rotation centernet kaggle-competition keras tensorflow unetplusplus

Last synced: 28 Oct 2024

https://github.com/franneck94/hand-digits-recognition

Recognize your own handwritten digits with Tensorflow, embedded in a PyQT5 GUI. The Neural Network was trained on MNIST.

ai classification deep-learning detection keras machine-learning mnist mnist-dataset mnist-handwriting-recognition pyqt5 python recognition tensorflow

Last synced: 27 Oct 2024

https://github.com/netrack/tensorcraft

TensorCraft is an AIO server for Keras models

aio keras keras-models machine-learning python3 tensorflow

Last synced: 11 Oct 2024

https://github.com/cainmagi/mdnt

Modern Deep Network Toolkits for Tensorflow-Keras. This is a extension for newest tensorflow 1.x.

adabound auto-encoder cnn deep-learning deep-neural-networks extension keras keras-tensorflow python python-library python3 python36 swats tensorflow tensorflow-keras toolbox toolkit

Last synced: 27 Oct 2024

https://github.com/shashwath94/semisupervised-learning-with-dcgans

Using DCGANs to learn useful representations during the adversarial training process and using the learned features to classify images with relatively little training data

deeplearning generative-adversarial-network keras semi-supervised-learning

Last synced: 27 Oct 2024

https://github.com/vivek3141/forest-fire-predictor

Predict the damage done by forest fires using Deep Learning.

flask heroku html js keras machine-learning python tensorflow webapp

Last synced: 25 Oct 2024

https://github.com/nirantk/keras-practice

Notebooks covering Intro to CNN, Transfer Learning using VGG16

cnn-keras cnn-lecture keras keras-neural-networks keras-practice

Last synced: 14 Oct 2024

https://github.com/hourout/beefly

Dynamic visualization training service in Jupyter Notebook for Keras tf.keras and others.

deep-learning jupyter-notebook keras keras-visualization

Last synced: 23 Oct 2024

https://github.com/titu1994/tf_neural_deconvolution

Neural Deconvolutions in Tensorflow

keras tensorflow tensorflow2

Last synced: 13 Oct 2024

https://github.com/ilias-ant/tf-notify

Want to get notified on the progress of your TensorFlow model training? Enter, a TensorFlow Keras callback to send notifications on the messaging app of your choice.

callback keras notifications slack telegram tensoflow

Last synced: 13 Oct 2024

https://github.com/fsx950223/mobilenetv3

A tensorflow implemention of MobilenetV3

keras mobilenetv3 tensorflow

Last synced: 16 Oct 2024

https://github.com/qwinpin/notifyker

Notifier and manager bot for ML librarier: Keras and Chainer

callback chainer chainer-extension keras keras-callback keras-notifications notifications telegram-bot

Last synced: 27 Oct 2024

https://github.com/afei19911012/pythonsamples

:monocle_face: Python projects :alien: keep updating

carplate dahua-cameras darknet-yolo deepsort dlib-face-recognition fast-reid hikvision-camera huawei-camera keras matplotlib opencv ppyolo spider yolov4 yolov5

Last synced: 05 Nov 2024

https://github.com/sayannath/identical-image-retrieval

Identical-Image-Retrieval using Deep Learning

deep-learning image-retrieval keras tensorflow

Last synced: 24 Oct 2024

https://github.com/arig23498/ga-hyper-params

Variable Length Genetic Algorithm for hyperparameter optimization of a CNN

genetic-algorithm hyperparameter-optimization keras tensorflow2

Last synced: 24 Oct 2024

https://github.com/vatshayan/image-recognition-project

Beautiful Image recognition and Classification Project for final year college students.

btech-project college-project collegeprojects cse-project data-science final final-project final-year-project finalyearproject image image-classification image-processing image-recognition image-recognition-algorithms keras keras-neural keras-neural-networks mtech-project

Last synced: 11 Oct 2024

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

QReLU and m-QReLU: Two novel quantum activation functions for Deep Learning in TensorFlow, Keras, and PyTorch

activation activation-functions deep-learning deep-neural-networks keras keras-classification-models keras-models keras-neural-networks keras-tensorflow neural-network neural-networks pytorch quantum quantum-algorithms quantum-machine-learning relu relu-activation relu-layer tensorflow torch

Last synced: 23 Oct 2024

https://github.com/aazhar/keras2tensorflow

Tutorial on running keras model in C++ and python tensorflow

cpp keras keras-tensorflow python tensorflow

Last synced: 15 Oct 2024

https://github.com/4ai/langml

A Keras-based and TensorFlow-backend NLP Models Toolkit.

attentions bert contrastive-learning crf keras named-entity-recognition ner nlp pretrained-language-models prompt prompt-learning prompt-toolkit sentence-bert simcse tensorflow text-classification

Last synced: 14 Oct 2024

https://github.com/thevarunsharma/Image-Colorization

Automatic Image Colorization using a Convolutional Network (U-Net)

convolutional-neural-networks deep-learning flask-application image-colorization keras machine-learning python tensorflow

Last synced: 03 Aug 2024

https://github.com/shingt/beerclassifier

Sample app to classify beer bottle using Keras / Turi Create and Core ML.

coreml ios keras python swift vision-framework

Last synced: 20 Oct 2024

https://github.com/sayannath/tensorflow-notebooks

My Tensorflow Notebook. In this notebooks I have implemented various kind of model optimisation techniques.

colab-notebook jupyter-notebook keras models notebook quantisation tensorflow2 tflite

Last synced: 24 Oct 2024

https://github.com/chinmayrane16/fashion-mnist-accuracy-93.4-

Fashion-MNIST is a dataset of Zalando's article images—consisting of a training set of 60,000 examples and a test set of 10,000 examples. Each example is a 28x28 grayscale image, associated with a label from 10 classes. I trained Convolutional Neural Networks over the training data and achieved Validation Accuracy of 93% and Test Accuracy 93.4%

convolutional-neural-networks deep-learning image-classification image-processing keras

Last synced: 27 Oct 2024

https://github.com/sayakpaul/evonorms-in-tensorflow-2

Implements EvoNorms B0 and S0 as proposed in Evolving Normalization-Activation Layers.

automl-products deep-learning keras tensorflow

Last synced: 23 Oct 2024

https://github.com/x4nth055/food-reviews-sentiment-analysis

Sentiment analyzer that predicts the review star ( from 0 to 5, continuously) of given food text review.

amazon-food-reviews deep-learning deep-neural-networks embeddings keras lstm-neural-networks natural-language-processing regression review-sentiments sentiment sentiment-analysis

Last synced: 23 Oct 2024

https://github.com/lucko515/speech-commands-recognition

Recognizing common speech commands using Keras and Tensorflow.

convolutional-neural-networks gru keras lstm mfcc recurrent-neural-networks speech-recognition speech-to-text tensorflow

Last synced: 15 Oct 2024

https://github.com/cyberzhg/keras-embed-sim

Calculate similarity with embedding

embedding keras

Last synced: 30 Sep 2024

https://github.com/michellebonat/tf_text_classify

The classic movies redux with machine learning using TensorFlow and Keras.

keras machine-learning numpy python tensorflow

Last synced: 18 Oct 2024

https://github.com/arose13/rosey

Data science utilities for statistics and machine learning

data-science data-visualization keras machine-learning tensorflow

Last synced: 10 Oct 2024

https://github.com/soumik12345/animegan

A Deep Convolutional Generative Adversarial Network to generate Faces of Anime Characters

anime convolutional-neural-networks dcgan dcgan-tensorflow face gan generative-adversarial-network keras python tensorflow

Last synced: 24 Oct 2024

https://github.com/x-raylaser/multi-directional-mdrnn

Custom Keras layers for implementing multi-dimensional recurrent neural networks (MDRNNs) described in Alex Graves's paper https://arxiv.org/pdf/0705.2011.pdf

deep-learning keras lstm machine-learning mdrnn multi-dimensional-rnn neural-networks paper-implementations recurrent-neural-networks rnn tensorflow

Last synced: 11 Oct 2024

https://github.com/tfunck/minc_keras

minc_keras is a code base that was developped during a hackathon to facillitate the implementation of deep learning models for brain imaging with the Keras package.

ai brain deep-learning keras machine-learning minc ml

Last synced: 02 Aug 2024

https://github.com/hmunachi/halo

A Library That Uses Quantized Diffusion Model With Clustered Weights For Efficiently Generating More Image Datasets On-Device.

computer-vision data-augmentation diffusion-models generative-model keras machine-learning pyhton tensorflow

Last synced: 28 Oct 2024

https://github.com/AnatoliiPotapov/squad

fastqa keras machine-comprehension ml nlp qa qrqa question-answering squad tensorflow website wikipedia

Last synced: 02 Aug 2024

https://github.com/hourout/tensorcv

tf.Keras implementations of a Deep Learning Toolkit for Computer Vision

conputer-vision deep-learning keras tensorflow

Last synced: 13 Oct 2024

https://github.com/hamelsmu/docker-gpu

Dockerfile for deep learning on GPUs

deep-learning docker dockerhub gpu keras machine-learning nvidia-docker nvidia-gpu pytorch tensorflow

Last synced: 27 Oct 2024

https://github.com/eddieoz/rsa-primes-resolution

Recover a Private Key from a given Public Key using the Right Triangle-based Constant time mathematical solution method.

decryption encryption encryption-decryption keras keras-neural-networks neural-networks private private-key-cryptography public-key-cryptography rsa rsa-algorithm rsa-cryptography rsa-decryption rsa-encryption rsa-key-encryption

Last synced: 02 Nov 2024

https://github.com/techytushar/tf_notification_callback

TensorFlow/Keras Callback for receiving notifications

deep-learning keras machine-learning python3 tensorflow

Last synced: 27 Oct 2024

https://github.com/n3pdf/evolutionary_keras

An evolutionary algorithm implementation for Keras

evolutionary-algorithm genetic-algorithm keras machine-learning open-source python tensorflow

Last synced: 20 Oct 2024

https://github.com/robertanto/bob_telegram_tools

Bob Telegram Tools is a python library that allows you to monitor your machine learning methods just by using Telegram without any additional application.

keras telegram-bot

Last synced: 13 Oct 2024

https://github.com/florianwoelki/pneumonia-detection

This is a simplified version of pneumonia detection using a chest x-ray dataset with the inceptionv3 image classifier.

inceptionv3 keras pneumonia-detection tensorflow

Last synced: 14 Oct 2024

https://github.com/sayakpaul/vision-transformers-tf

A non-exhaustive collection of vision transformer models implemented in TensorFlow.

inductive-biases keras recognition segmentation tensorflow transformers vision

Last synced: 23 Oct 2024

https://github.com/isaaccorley/making-convolutional-networks-shift-invariant-again-tensorflow

Tensorflow Implementation of BlurPool the Antialiasing Pooling operation from "Making Convolutional Networks Shift-Invariant Again"

antialiasing artificial-intelligence computer-vision keras tensorflow

Last synced: 14 Oct 2024

https://github.com/sayakpaul/keras-convnext-conversion

ConvNeXt conversion code for PT to TF along with evaluation code on ImageNet-1k val.

cnns convnext deep-learning image-recognition keras

Last synced: 23 Oct 2024

https://github.com/resotto/laplace

LSTM Model to predict BTCUSD ticker values

bidirectional-lstm deep-learning keras lstm numpy python python3 recurrent-neural-networks scikit-learn sklearn tensorflow

Last synced: 15 Oct 2024

https://github.com/jasmcaus/canaro

A Python library including support for Deep Learning models built using the Keras framework

computer-vision convolutional-neural-networks deep-learning keras keras-tensorflow matplotlib opencv tensorflow

Last synced: 14 Oct 2024

https://github.com/fmolivato/cwtlayerkeras

tensorflow 2.4 keras layer that compute cwt(continuous wavelet transformation) on signals

keras tensorflow2 wavelet-transform

Last synced: 14 Oct 2024

https://github.com/sayakpaul/transfer-learning-with-cifar10

Leveraging Transfer Learning on the classic CIFAR-10 dataset by using the weights from a pre-trained VGG-16 model.

convolutional-neural-networks deep-learning keras transfer-learning vgg-16

Last synced: 23 Oct 2024

https://github.com/maxi1324/tetrisai

Tetris Ai

ai cool game gui keras keras-rl2 lua mesen python reinforcement-learning sockets tetris tkinter

Last synced: 05 Nov 2024

https://github.com/sayakpaul/multimodal-entailment-baseline

This repository shows how to implement a basic model for multimodal entailment.

entailment keras multi-modal-learning tensorflow

Last synced: 23 Oct 2024

https://github.com/neurals-ro/keras-model-viewer

Keras Model viewable as an SVG diagram

diagram javascript keras keras-models neural-network npm svg

Last synced: 13 Oct 2024

https://github.com/skyworld117/dianoiaml.jl

A Keras-like experimental Deep Learning framework in Julia 1.6

deep-learning gan genetic-algorithm julia keras machine-learning resnet

Last synced: 13 Oct 2024

https://github.com/aydinnyunus/rock-paper-scissors-opencv

Rock Paper Scissors with OpenCV and Neural Networks

convolutional-neural-networks ipynb-jupyter-notebook keras keras-tensorflow machine-learning neural-network neural-networks opencv opencv-python opencv2 paper-scissors-rock python python3 rock-paper-scissors tensorflow tensorflow-examples tensorflow-tutorials

Last synced: 11 Oct 2024

https://github.com/alshedivat/cen

Contextual Explanation Networks (CEN).

deep-learning explainability interpretability keras machine-learning tensorflow

Last synced: 23 Oct 2024

https://github.com/cyberzhg/keras-losses

Some loss functions in Keras

coral-loss keras loss-functions ranking-loss

Last synced: 23 Oct 2024

https://github.com/danielegrattarola/cdt-ccm-aae

Change Detection in Graph Streams by Learning Graph Embeddings on Constant-Curvature Manifolds (2018, https://arxiv.org/abs/1805.06299)

change-detection deep-learning graph graph-neural-networks keras non-euclidean-geometry python

Last synced: 23 Oct 2024

https://github.com/x-raylaser/keras-cnn-1drnn-ctc

A toolkit for training CNN-1DRNN-CTC model to perform line-level Handwritten Text Recognition

ai conv-lstm ctc-loss deep-learning handwriting-recognition htr keras lstm machine-learning neural-network-architectures neural-networks paper-implementations recurrent-neural-networks tensorflow toolkit

Last synced: 23 Oct 2024

https://github.com/load1n9/agave

lightweight operating system written in Rust with wasi support.

bare-metal blogos embedded embedded-systems keras morosos no-std rhai rust rust-lang vga wasi wasm webassembly x86-64

Last synced: 23 Oct 2024

https://github.com/pydatablog/fastapi-model-deployment

An example for deploying Tensorflow 2 models with Docker and Fast API

docker keras model-deployment rest-api tensorflow-tutorials tensorflow2

Last synced: 19 Oct 2024

https://github.com/offchan42/superkeras

:rocket: A bunch of Keras utilities and paper implementations written under TensorFlow backend

helpers keras permutation python3 tensorflow utilities

Last synced: 29 Oct 2024

https://github.com/Ritvik19/pyradox-generative?ref=pythonrepo.com

State of the Art Neural Networks for Generative Deep Learning

deep-learning gan keras tensorflow

Last synced: 02 Aug 2024

https://github.com/deep-diver/textual-inversion-pipeline

google-cloud-platform keras stable-diffusion tensorflow tensorflow-extended

Last synced: 23 Oct 2024

https://github.com/imvision12/ademamix-optimizer-keras

A Keras 3 Implementation of AdEMAMix Optimizer

deep-learning keras optimization-algorithms optimizer

Last synced: 13 Oct 2024

https://github.com/ilex-paraguariensis/yerbamate

A framework-agnostic deep learning package and experiment manager

deep-learning flax jax keras machine-learning neural-network package-manager pytorch pytorch-lightning replicability research tensorflow

Last synced: 20 Oct 2024

https://github.com/GINK03/keras-distillation

keras google-vision's distillation

keras keras-distillation tensorflow-basics vision-api

Last synced: 05 Nov 2024

https://github.com/ogvalt/msdnet-keras

Here is my implementation of MSDNet for keras

deep-learning image-classification keras msdnet

Last synced: 14 Oct 2024

https://github.com/bm777/humanface-mask-detector

Build, train and deploy a complete human face mask detector using tensorflow.keras and opencv

dataset detector face keras mask mobilenetv2 tensorflow training

Last synced: 11 Oct 2024

https://github.com/jason-dai/cvpr2018

CVPR 2018 Tutorial

analytics-zoo bigdl cvpr deep-learning keras neural-network spark tensorflow

Last synced: 12 Oct 2024

https://github.com/ivanbongiorni/maximal

A TensorFlow-compatible Python library that provides models and layers to implement custom Transformer neural networks. Built on TensorFlow 2.

attention-is-all-you-need attention-mechanism deep-learning keras machine-learning natural-language-generation natural-language-processing natural-language-understanding neural-network nlp tensorflow tensorflow2 transformer transformers

Last synced: 23 Oct 2024

https://github.com/jason-dai/aaai2019

AAAI 2019 Tutorial

aaai analytics bigdl deep-learning keras neural-network spark tensorflow

Last synced: 12 Oct 2024

https://github.com/sayannath/vit-tf-hub-application

Build and fine-tune your Image Classifier using a Vision Transformer Model from TensorFlow Hub

fine-tuning jax keras tensorflow tf2 tfhub transformers vision-transformer vit

Last synced: 24 Oct 2024

https://github.com/thakur-nandan/deeplearningwithkeras

How to use the Keras Deep Learning library

binder binder-jupyter-notebook binder-ready binders deep-learning jupyter-notebook keras keras-classification-models keras-neural-networks keras-tensorflow machine-learning mnist mnist-classification neural-networks

Last synced: 15 Oct 2024

https://github.com/ksdkamesh99/artistic-style-transfer

Artistic Style Transfer - This is the implementation of "A Neural Algorithm of Artistic Style". in Python, Keras

artistic-style-transfer keras python

Last synced: 24 Oct 2024

https://github.com/gtesei/deepexperiments

TensorFlow/Keras experiments on computer vision and natural language processing

alexnet autoencoders computer-vision convolution convolutional-neural-networks deep-learning dropout generative-adversarial-network keras keras-neural-networks mnist natural-language-processing neural-networks regularization tensorflow tensorflow-experiments tensorflow-tutorials word2vec word2vec-model

Last synced: 10 Oct 2024

https://github.com/joaoalvarenga/namegenderclassifier

Gender classification by name

brasil brazil classificador classifier gender genero keras mlp neural-network nome perceptron portugues portuguese

Last synced: 05 Nov 2024

https://github.com/lshug/Continual-Keras

Keras-based framework for implementing continual learning methods.

catastrophic-forgetting continual-learning deep-learning ewc keras lifelong-learning lifelong-ml

Last synced: 03 Aug 2024

https://github.com/mreliptik/keras_to_tf_ncs2

Keras to Tensorflow test for Neural Compute Stick 2

keras model-optimizer ncs2 openvino tensorflow

Last synced: 27 Oct 2024

https://github.com/autonomio/kerasplotlib

A visualization library for Keras deep learning

deep-learning keras matplotlib tensorflow visualization

Last synced: 11 Oct 2024

https://github.com/ducha-aiki/keras-sift

keras local-features sift

Last synced: 23 Oct 2024

https://github.com/karolzak/images-vector-search

Simple implementation of search for visually similar images using deep learning and vector search. It's based on pretrained ImageNet weights so it doesnt require any additional training

cnn deep-learning deep-neural-networks embedding-models image image-processing images keras keras-tensorflow neural-networks resnet resnet-152 resnet-50 similarity-detection similarity-search transfer-learning vector-search vgg vgg19 visual-search

Last synced: 23 Oct 2024

https://github.com/vanditg/person-retrieval-avss-2018

Implementation of our IEEE AVSS 2018 paper "Person Retrieval in Surveillance Video using Height, Color, and Gender".

alexnet-model color-classification deep-learning deep-neural-networks gender-recognition height-estimation keras maskr-cnn person-retrieval surveillance-video tensorflow

Last synced: 05 Nov 2024

https://github.com/sayannath/american-sign-language-detection

American Sign Language Detection is a deep learning end to end project where we can detect American Sign Language.

asl colab-notebook computer-vision java keras mobile mobilenetv2 mobilenetv3 native tensorflowlite tensroflow tfhub tflite tflite-models

Last synced: 24 Oct 2024

https://github.com/neka-nat/async-rl-noreward

Keras implementation of Curiosity-driven Exploration by Self-supervised Prediction

a3c deep-reinforcement-learning keras super-mario

Last synced: 14 Oct 2024

https://github.com/RodolfoFerro/DevDayMid2019

Repositorio del taller "Redes Neuronales Convolucionales en Acción" para el Dev Day Mérida 2019.

artificial-intelligence dev-day keras neural-network python

Last synced: 04 Aug 2024

https://github.com/james77777778/keras-aug

A library that includes pure TF/Keras preprocessing and augmentation layers, providing support for various data types such as images, labels, bounding boxes, segmentation masks, and more.

augmentation keras keras-cv preprocessing tensorflow

Last synced: 13 Oct 2024

https://github.com/luozhouyang/deepse

Sentence Embeddings using Deep Nerual Networks in PRODUCTION!

bert keras sentence-embeddings simcse

Last synced: 14 Oct 2024

https://github.com/tomasplsek/cadet

Machine learning pipeline for detection of X-ray cavities on Chandra images of early-type galaxies and galaxy clusters.

agn-feedback cavities convolutional-neural-networks jax keras segmentation

Last synced: 09 Oct 2024

https://github.com/barqawiz/aind2-nlp-translation

Machine translation pipeline. Ready models to translate between languages.

keras nlp tensorflow translation

Last synced: 10 Oct 2024

https://github.com/novasush/image-classifier-in-javascript

Deploy image classifier on a static website using javascript.

classification classifier classifier-model classifiers javascript keras keras-tensorflow tensorflow tensorflow-keras tensorflow2 tensorflowjs tensorflowjs-models tfjs

Last synced: 15 Oct 2024

https://github.com/ritvik19/pyradox-generative

State of the Art Neural Networks for Generative Deep Learning

deep-learning gan keras tensorflow

Last synced: 13 Oct 2024

https://github.com/DanielDaCosta/RNN-Keras

Building a Multi-Label Classifier doesn't seem a difficult task using Keras, but when you are dealing with a highly imbalanced dataset with more than 30 different labels and with multiple losses it can become quite tricky.

keras multi-class-classification multi-label-classifier multiple-losses-rnn rnn

Last synced: 02 Aug 2024

https://github.com/cyberzhg/keras-position-wise-feed-forward

Feed forward layer implemented in Keras

attention keras layer

Last synced: 30 Sep 2024