Tensorflow
TensorFlow is an open source library that was created by Google. It is used to design, build, and train deep learning models.
- GitHub: https://github.com/topics/tensorflow
- Wikipedia: https://en.wikipedia.org/wiki/TensorFlow
- Repo: https://github.com/tensorflow
- Created by: Google Brain Team
- Released: November 9, 2015
- Aliases: tensorflow-tutorials, tensorflow-experiments, tensorflow-models, tensorflow-examples, tensorflow-1-0, tensorflow-tutorial,
- Last updated: 2026-07-09 00:27:27 UTC
- JSON Representation
https://github.com/ayyucedemirbas/startrektos-script-generator
LSTM text generation model that generates new scripts for Star Trek TOS
hacktoberfest lstm nlp rnn startrek tensorflow
Last synced: 04 Mar 2025
https://github.com/ackdav/tf-sparql
ML model to predict SPARQL query execution times from time series data
slurm-cluster tensorflow tensorflow-installation
Last synced: 09 Jul 2025
https://github.com/juliareinforcementlearning/tfrecord.jl
A pure Julia implementation to read/write TFRecord
dataset julia machine-learning tensorflow tfrecords
Last synced: 10 Jul 2025
https://github.com/wawanwidiantara/single-layer-perceptron
Single Layer Perceptron predicting Titanic survival, collaborative project.
single-layer-perceptron tensorflow titanic-survival-prediction
Last synced: 13 Apr 2025
https://github.com/waterbang/object-deteation-train
Object Detection Model Training
Last synced: 12 Apr 2025
https://github.com/dgksk8life/apples-and-oranges
A keras model that can classify apples and oranges.
apples classify-apples kaggle kaggle-dataset keras keras-model keras-tensorflow oranges python tensorflow
Last synced: 05 Apr 2026
https://github.com/saichandrareddy1/faceemotionrecognition
Here we use to do face emotion recognition with the help of keras and opencv you can find code and preprocessing techniques
cnn-keras csv emotion-recognition face-recognition opencv python3 tensorflow video-processing visualization
Last synced: 11 Apr 2025
https://github.com/phanakata/nn-inverse-design-inflatable-membranes
Inverse design of inflatable membranes via machine learning
deep-learning inverse-design machine-learning mechanics tensorflow
Last synced: 21 Jun 2025
https://github.com/phreakyphoenix/explainable-diabetic-retinopathy-detection
Detection of DR especially NPDR using ML, helping millions across the world. Repo created for Google AI ExploreML Mentorship
keras neuralnetworks tensorflow
Last synced: 11 Apr 2025
https://github.com/iamdyeus/neuralnsight
Brain Tumor Detection using Deep learning.
adam-optimizer brain-tumor-detection flask keras-tensorflow opencv python tailwindcss tensorflow
Last synced: 19 Jul 2025
https://github.com/jackyzha0/speech2braille
[🏆 Silver Medal at CWSF] Tensorflow Implementation of TIMIT Deep BLSTM-CTC with Tensorboard Support
blstm blstm-ctc braille ctc raspberry-pi tensorflow timit
Last synced: 12 Apr 2025
https://github.com/xnuohz/GCNDTI
Tensorflow implementation of "Compound–protein interaction prediction with end-to-end learning of neural networks for graphs and sequences "
practice tensorflow tensorflow-examples
Last synced: 27 Mar 2025
https://github.com/kamlesh0928/eco-track
EcoTrack is an AI-powered platform that helps users track, reduce, and offset their carbon footprint through smart tracking, AI insights, gamification, and blockchain based carbon credits, making sustainability easy, engaging, and impactful.
blockchain ethereum express-js firebase firestore flask genrative-ai google-maps-api nodejs reactjs tailwind-css tensorflow three-js
Last synced: 10 Aug 2025
https://github.com/sahashraee/data_science
Data Science Basics Concepts
git opencv python pytorch scikit-learn tensorflow
Last synced: 02 Mar 2025
https://github.com/praveen1664/solved-python-machine-learning-book-2nd-edition
All problem solved for solved-python-machine-learning-book-2nd-edition
convolutional-neural-networks deep-learning machine-learning notebooks tensorflow
Last synced: 17 Jul 2025
https://github.com/alanshaw-github/toyrnntext
This is a toy implementation of RNNText on zhihu tag classification dataset.
python rnn tensorflow textclassification zhihu
Last synced: 12 Apr 2025
https://github.com/niwakadev/convlstm_demo
自作ConvLSTMデモ
convolutional-neural-networks tensorflow
Last synced: 10 Apr 2025
https://github.com/Apm5/tensorflow_2.0_example
tensorflow 2.0alpha版本。停止更新,更多资料请移步我的另一个项目
tensorflow tensorflow-2 tensorflow-examples
Last synced: 18 Mar 2025
https://github.com/sdsubhajitdas/multi-label-image-classification-demo
B.Tech Final year project demo
deep-learning demonstration flask-application image-classification image-recognition mobilenetv2 tensorflow transfer-learning
Last synced: 13 Apr 2025
https://github.com/johnoseni1/nlp-video-player
this is a natural language processing Speech recognition player, that used nlp js, compromise.cool, and natural, with tensorflow js
html-css-javascript html5 javascript nlp tensorflow tensorflow2
Last synced: 29 Oct 2025
https://github.com/simarsingh24/tensorflowdetector-app
Object Classification using Google's powerful TensorFlow Library, it sends the classification result over the LAN to java sever (server2 in server repo of my github account) when triggered by fetch signal..
android classification lan tensorflow
Last synced: 05 May 2025
https://github.com/yusufberki/pyimageclassification
A Python project that classifies images with Keras and Tensorflow with transfer learning and visualizes the results.
classification deep-learning image-classification keras python tensorflow transfer-learning
Last synced: 20 Jul 2025
https://github.com/sondosaabed/tensorflow-keras-bootcamp
Learned how Neural Networks, Multi-Layer Perceptron and Convolutional Neural Networks are used for Image Classification and Segmentation, and trained CNN model on a custom dataset.
bootcamp keras opencv python tensorflow
Last synced: 09 Jul 2025
https://github.com/jpedrou/brain-tumor-detection
This project uses deep learning with CNNs to detect brain tumors in MRI images, aiming for accurate tumor pattern identification.
classification deep-learning deep-neural-networks keras python tensorflow
Last synced: 28 Oct 2025
https://github.com/ivanbongiorni/attention-chatbot
Chatbot for Twitter Customer Support. A Seq2seq Neural Network with Multiplicative Attention mechanism implemented in TensorFlow 2.
attention attention-mechanism chatbot deeplearning machine-learning rnn seq2seq tensorflow tensorflow2 twitter
Last synced: 07 May 2025
https://github.com/chaitanyac22/multi-input-multi-output-mnist-image-digit-and-summed-output-classification
The goal of this project is to build a neural network that takes an MNIST handwritten digit (0-9) image and a random number (digit 0-9) as inputs and returns the predicted class label (0-9) for the input image and its addition (sum) with the input random number as summed output (range 0-18) label as outputs.
cnn-classification data-visualization deep-neural-networks exploratory-data-analysis functional-api image-data-generator image-processing keras mnist-classification model-building model-evaluation multi-inputs multi-outputs python3 tensorflow
Last synced: 18 Apr 2026
https://github.com/valaydave/mnist-experiments-with-metaflow
Experimentation Of different deep learning models for classification of digits on a MNIST dataset using Metaflow
deeplearning keras metaflow tensorflow
Last synced: 11 Apr 2025
https://github.com/alhashmi-creator/ai-object-detection
A web AI object detection
ai artificial-intelligence artificial-intelligence-projects camera camera-detect css detection html javascript javascript-ai javascript-artificial-intelligence javascript-tensorflow ml5js object-detection object-detector tensorflow web
Last synced: 12 Sep 2025
https://github.com/rijoslal/sentio
Sentio is a sentiment & toxicity analysis web app built with LSTM using TensorFlow and Streamlit. It classifies text comments as Positive, Negative, or Neutral and detects Toxic content in the comments, perfect for analyzing reviews, social media posts, or feedback
lstm-neural-networks sklearn streamlit tensorflow
Last synced: 15 Jul 2025
https://github.com/piotrlaczkowski/keras-data-processor
Data Preprocessing model based on Keras preprocessing layers that can be used as a standalone model or incorporated to Keras model as first layers.
data keras layers preprocessing tensorflow
Last synced: 06 May 2025
https://github.com/ilieschibane/pokedex
Flutter Pokedex mobile application based on the first generation anime model
computer-vision dart deep-learning flask flutter python tensorflow
Last synced: 30 Apr 2025
https://github.com/adamci/img2txt
A series of experiments using convnets and LSTMs to generate text from images
cnn crnn deep-learning lstm svhn tensorflow
Last synced: 15 Jul 2025
https://github.com/luozhouyang/nlp-datasets
A dataset utils repository based on tf.data API.
data-pipeline sequence-models tensorflow tfdata
Last synced: 13 Apr 2025
https://github.com/catalystcode/nutritiondoctorimageclassifier
:apple: Microsoft/Ping An Nutrition Doctor - Image Classifier
cntk tensorflow transfer-learning
Last synced: 05 Mar 2026
https://github.com/applenob/tensorflow_learning_notes
tensorflow实践集
ipython-notebook tensorflow tutorial-code
Last synced: 10 Apr 2025
https://github.com/research-and-project/convdae
convolutional denoising autoencoder
autoencoder cnn denoising tensorflow
Last synced: 13 Apr 2025
https://github.com/drreetusharma/knowledge-graph-platform
Developing a modular platform for integrating knowledge graphs in drug discovery. This platform aims to enhance data sharing and analysis by incorporating various data sources, facilitating efficient data management and retrieval. Key features include data ingestion scripts, tools for graph construction and updates, predefined query templates
numpy pandas pytorch scikitlearn-machine-learning scipy tensorflow
Last synced: 30 Oct 2025
https://github.com/jaanli/vimco_tf
VIMCO in tensorflow.
machine-learning mnist tensorflow
Last synced: 12 Apr 2025
https://github.com/adamvvu/snapshot_ensemble
Train TensorFlow Keras models with cosine annealing and save an ensemble of models with no additional computational expense.
data-science deep-learning keras machine-learning python tensorflow
Last synced: 28 Oct 2025
https://github.com/asprenger/distributed-training-patterns
Experiments with low level communication patterns that are useful for distributed training.
distributed-training horovod mpi mpi4py nccl tensorflow
Last synced: 15 Jul 2025
https://github.com/imsanjoykb/detect-and-count-vehicles
Detect and Count Vehicles
computer-vision deeplearning image-classification keras neural-networks pytorch tensorflow vehicle-counter vehicle-detection
Last synced: 30 Apr 2025
https://github.com/oleksandr-g-rock/image_classification_pi_camera_live_time_custom_model_tflite
Image classification (persons, animals, other) on raspberry pi from pi-camera (in live time) used custom model tflite (output to terminal)
image-classification image-processing image-recognition pi-camera raspberry-pi tensorflow tensorflow-examples tensorflow-tutorials
Last synced: 02 Apr 2026
https://github.com/sayannath/blood-cell-detection-tfod-2.0
Using TensorFlow Object Detection API to detect blood cells
blood-cells detection efficient-det keras medical-diagnosis medical-image-processing object-detection tensorflow tfod tfod-api
Last synced: 13 Jul 2025
https://github.com/adminixtrator/next-word-prediction-using-universal-sentence-encoder
Next Word Prediction using Google's Universal Sentence Encoder from Tensorflow hub. lol
next-word-prediction tensorflow tensorflow-hub tensorflow2 universal-sentence-encoder
Last synced: 22 Jun 2025
https://github.com/en10/simplespeech
Simple Audio Recognition
speech-recognition speech-to-text tensorflow
Last synced: 01 Aug 2025
https://github.com/hallowshaw/predictix
PredictiX is a comprehensive multi-disease prediction system built using the MERN stack and integrated with machine learning models. It accurately predicts lung cancer, breast cancer, diabetes, and heart disease, providing a seamless user experience for health diagnostics.
cnn deep-learning expressjs inception-resnet-v2 javascript machine-learning mern-project mern-stack mongodb nodejs prediction prediction-model react reactjs resnet tensorflow transfer-learning xception-model
Last synced: 17 Jun 2025
https://github.com/belajarqywok/fastapi-tensorflow-jaeger
Deployment of NLP (Natural Language Processing) and Image Recognition models using FastAPI Framework (RPC / RESTful API), Tensorflow, and Jaeger OpenTelemetry (Distributed Tracing).
alembic distributed-tracing fastapi-framework flake8 jaeger postgresql tensorflow
Last synced: 15 Jun 2025
https://github.com/smilu97/py-miniflow
micro-implementation of tensorflow-like utilities
educational machine-learning numpy pyplot python3 tensorflow tutorial
Last synced: 10 Sep 2025
https://github.com/janbinkowski/signlanguagerecognition
Bachelor Thesis at the Wroclaw University of Science and Technology.
ai mediapipe ml opencv signlanguagerecognition tensorflow
Last synced: 10 Apr 2025
https://github.com/zionc27/speech-emotion-recognition
Speech Emotion Recognition (SER) using Deep neural networks CNN and RNN
clstm cnn ipython-notebook keras librosa lstm machine-learning python rnn speech speech-emotion-classification speech-emotion-recognition tensorflow
Last synced: 09 May 2025
https://github.com/kazuhito00/landmarks-classifier-asia-onnx-sample
landmarks_classifier_asia_V1のPythonでのONNX推論サンプル
landmarks-classifier onnx opencv tensorflow
Last synced: 15 Jul 2025
https://github.com/soumyajit4419/writing_like_shakespeare
Automated Text Generation uisng LSTM.
keras lstm nlp poem shakespeare tensorflow
Last synced: 13 Mar 2025
https://github.com/sarincr/python-app-development-using-kivy
Kivy is a Python library that supports cross-platform development. That means you can use a single code base to create Android, iOS, and even Windows, Linux, and MacOS apps. Kivy provides flexible, modern UI elements and, of course, let's you keep using your new favorite language to build it all!
android app appdevelopment cross-platform data-science desktop-app gtk gui kivy kivy-application kivy-framework kivymd machine-learning pyqt pyqt5 pyside tensorflow tkinter tkinter-gui tkinter-python
Last synced: 12 Apr 2025
https://github.com/nasa-nccs-hpda/tensorflow-caney
Python framework for lots of geospatial TensorFlow tools
deep-learning machine-learning python remote-sensing tensorflow
Last synced: 13 Apr 2025
https://github.com/sircamp/tensorflow-kernels
Tensorflow implementation of most popular Kernel for kernel methods like SVM
gpu-acceleration kernel-methods machine-learning machine-learning-algorithms svm tensorflow
Last synced: 17 Jun 2025
https://github.com/akshay-vs/cnn-image-classification
This project uses a CIFAR dataset-trained convolutional neural network to classify input images, whether it is a pre-processed image from the dataset or a user-supplied image via URL, with the functionality to assign a confidence score to the prediction.
adam-optimizer cnn-keras crossentropyloss image-classification machine-learning neural-network python tensorflow urllib
Last synced: 02 Mar 2026
https://github.com/upul/carnd-tensorflow-lab
Simple hello world example which shows how to write a convolutional neural network in TensorFlow
machine-learning python-3 tensorflow
Last synced: 08 May 2025
https://github.com/repetere/jsonstack-model
Deep Learning Classification, LSTM Time Series, Regression and Multi-Layered Perceptrons with Tensorflow
ai classification-model deep-learning machine-learning multivariate-linear-regression nlp-machine-learning tensorflow
Last synced: 25 Apr 2026
https://github.com/lmangani/loudml-docker
Loudml API+ Tensorflow + Jupyter for Developers
ai anomaly-detection docker fraud-detection homer jupyter loudml machine-learning ml prediction prediction-model tensorflow
Last synced: 02 Mar 2026
https://github.com/vidursatija/musicnet
Smart Shuffle for iTunes
itunes machine-learning macos music music-player rnn rnn-tensorflow tensorflow
Last synced: 22 Jul 2025
https://github.com/kmkolasinski/tensorflow-nanogpt
Example how to train GPT-2 (XLA + AMP), export to SavedModel and serve with Tensorflow Serving
Last synced: 13 Oct 2025
https://github.com/bosl95/seesun
시각 장애인의 안전한 보행을 위한 객체 탐지 프로그램
android flask google-colab keras ngrok python tensorflow yolov4
Last synced: 14 Apr 2025
https://github.com/dcos-labs/data-science
Data science tutorials for DC/OS
dcos dcos-data-services-guild jupyter notebook spark tensorflow tensorflow-tutorials
Last synced: 09 Oct 2025
https://github.com/3mapslab/tf-object-detector
A small component for you to start processing images and recognizing their content
docker object-detection python recognition tensorflow
Last synced: 09 Jul 2025
https://github.com/nghorbani/cnn_implementations
Data and Trained models can be downloaded from https://goo.gl/7PrKD2
adversarial-autoencoders dcgan gan generative-model improved-wasserstein python3 tensorflow vae variational-autoencoders wasserstein-gan
Last synced: 22 Apr 2025
https://github.com/clems4ever/tensorstream
Python library to design and combine operators on time series using Tensorflow.
bollinger-bands cryptocurrency heikin-ashi moving-average operators stocks supertrend tensorflow timeseries trading
Last synced: 11 Apr 2025
https://github.com/amirzenoozi/persian-news-crawler
Simple Script To Crawl Data From Persian News Agencies Including Fars, Mehr.
cli crawler database fars-news farsi-datasets kaggle-dataset mehr-news news news-agencies newspaper python python3 script shargh-news sqlite3 tensorflow tensorflow2
Last synced: 13 Apr 2025
https://github.com/philipperemy/keras-mode-normalization
Keras Implementation of Mode Normalization (Lucas Deecke, Iain Murray, Hakan Bilen, 2018)
batch-normalization keras tensorflow
Last synced: 13 Oct 2025
https://github.com/cricksmaidiene/mids_machine_learning
🤖 A unified repository of coursework fragments from UC Berkeley MIDS ML courses
coursework data-science generative-ai jupyter-notebook machine-learning numpy pandas prompt-engineering scikit-learn spark tensorflow uc-berkeley
Last synced: 10 Oct 2025
https://github.com/matin-ghorbani/celeb-a-gan-tensorflow
Implement a GAN for Celeb_a dataset to generate celebrities faces with expert mode of TensorFlow
celeba dcgan deep-learning gan generative-ai tensorflow
Last synced: 10 Oct 2025
https://github.com/xingchensong/asr-wavnet
some ASR-system implementations (via tensorflow 1.x)
asr speech-recognition tensorflow
Last synced: 12 May 2025
https://github.com/snowkylin/async_rl
Tensorflow implementation of asyncronous 1-step Q learning in "Asynchronous Methods for Deep Reinforcement Learning" with improvement on weight update process (use minibatch) to speed up training.
asynchronous-methods deep-reinforcement-learning mini-batch tensorflow
Last synced: 18 Aug 2025
https://github.com/hahnec/color-space-converter
fast image color space conversion via numpy vectorization
cnn color conversion converter hsv image lab lms model processing pytorch rgb space tensorflow xyz yuv
Last synced: 13 Apr 2025
https://github.com/farshidnooshi/hands-on-machine-learning
Practice codes of the book Hands-on Machine Learning 2
artificial-intelligence deep-learning keras machine-learning pandas python scikit-learn tensorflow
Last synced: 12 May 2025
https://github.com/yoonper/googlenet-inception-v4
GoogLeNet Inception-v4 ( Keras 2.24 )
googlenet inceptionv4 keras tensorflow
Last synced: 25 Mar 2025
https://github.com/canxkoz/fixeye
Health++ 2019: Detects Diabetic Retinopathy by an accuracy of 78%
hackathon-project health keras-tensorflow machine-learning opencv tensorflow
Last synced: 13 May 2025
https://github.com/cem256/animal_detector
Animal detection with Flutter and TFLite. Animal Detector makes it possible to identify animals in 10 different categories.
dart flutter image-classification tensorflow tflite
Last synced: 31 Jul 2025
https://github.com/notedance/models
Neural network models built with TensorFlow.
deeplearning keras models neural-network tensorflow
Last synced: 26 Aug 2025
https://github.com/dvorjackz/MarioRL
Deep double Q-learning to help Mario beat Super Mario Bros on SNES
double-q- python reinforcement-learning tensorflow
Last synced: 01 Aug 2025
https://github.com/0xnan/carbonaraextractor
Product specifications extractor driven by a DOM Classifier.
camera dom extractor keras neural-network scraping tensorflow
Last synced: 25 Apr 2025
https://github.com/antz22/visionary
Visionary is a revolutionary mobile app that assists the visually impaired in interacting with the world. (2nd Place Overall MEGA Hack)
accessibility computer-vision flask flutter inclusivity keras machine-learning object-detection python tensorflow
Last synced: 13 Apr 2026
https://github.com/aprimadi/image-orientation-ai
Automatic Image Orientation using Deep Learning
artificial-intelligence automatic-image-orientation deep-convolutional-neural-networks deep-learning deep-neural-networks keras machine-learning python tensorflow
Last synced: 25 Apr 2025
https://github.com/imvision12/image-super-resolution
Tensorflow Implementation of enhanced deep super-resolution network (EDSR) and Super Resolution Generative Adversarial Networks(SRGAN) Paper
cnn div2k edsr gan srgan srresnet super-resolution tensorflow
Last synced: 22 Sep 2025
https://github.com/solo-steven/sdn-ddos-rnn-autoencoder
SDN Lab Which Simulate DDoS Attack
ddos mininet ryu sdn tensorflow
Last synced: 15 Apr 2025
https://github.com/sayakpaul/reproducibility-in-tf.keras-with-wandb
Contains code for my model reproducibility experiments. Report attached.
keras reproducible-research tensorflow
Last synced: 26 Oct 2025
https://github.com/sayannath/image-scene-tf-hub
Image Scene Classification Model for TensorFlow Hub
computer-vision deep-learning efficientnet image-scene-classification keras machine-learning tensorflow tensorflowhub
Last synced: 12 May 2025
https://github.com/bitwise-01/cambrian
Classifying cats from dogs using machine learning
keras machine-learning tensorflow
Last synced: 10 Mar 2026
https://github.com/zhangjun/tf_serving_client_brpc
tensorflow serving client using brpc
brpc client deep-learning serving tensorflow tensorflow-serving
Last synced: 09 Apr 2025
https://github.com/petrosdemetrakopoulos/face-mask-detector
Face mask detection with Tensorflow and Keras CNNs
ai cnn cnn-classification cnn-keras computer-vision convolutional-neural-networks covid-19 covid19 deep-learning image-classification keras machine-learning neural-network python tensorflow
Last synced: 15 Oct 2025
https://github.com/curiousily/simple-neural-network-with-tensorflow-js
Build a simple Neural Network model in TensorFlow.js to make a laptop buying decision. Learn why Neural Networks need activation functions and how should you initialize their weights.
artificial-intelligence data-science deep-learning javascript machine-learning neural-networks tensorflow
Last synced: 26 Apr 2025
https://github.com/im-rises/emotion_recognition_cnn
AI deep learning app to recognize facial emotions from a picture.
ai cnn convolutional-neural-networks deep-learning image-classification images neural-network opencv python tensorflow videos
Last synced: 25 Oct 2025
https://github.com/strcoder4007/covid-19-deep-learning
Detecting COVID-19 using X-ray Images, CT Scans and Deep Learning
kaggle-xray-dataset keras numpy sklearn tensorflow
Last synced: 01 May 2025
https://github.com/ishantk/gw2019pa2
Auribises Summer Trainings Python Evening Batch
deep-learning dlib machine-learning mask-rcnn opencv python pytorch tensorflow
Last synced: 01 May 2025
https://github.com/barqawiz/ai-nanodegree-term2
Python code for AI Nanodegree Term2 Projects (Keras+Tensorflow)
ai aind2-nlp-capstone aind2-rnn dog-project keras tensorflow udacity
Last synced: 05 Jul 2025
https://github.com/gak92/deeplearningai-tensorflow-developer
Keep all the exercise and practices for Deep Learning AI using the Tensorflow framework. CNN, NLP, Time Series. Built with Python and Tensorflow.
deeplearning python3 tensorflow
Last synced: 15 Jul 2025
https://github.com/apm5/tensorflow_2.0_example
tensorflow 2.0alpha版本。停止更新,更多资料请移步我的另一个项目
tensorflow tensorflow-2 tensorflow-examples
Last synced: 25 Oct 2025
https://github.com/aslamanver/tflite-image
TFLite-Image for Android - TensorFlow Lite inception model image library for Android
ai android image-classification machine-learning model tensorflow tensorflow-lite tflite-image training
Last synced: 18 Apr 2026
https://github.com/sirius-mhlee/object-detection-using-tensorflow-fast-rcnn
Tensorflow implementation of Fast R-CNN
deep-learning fast-rcnn object-detection paper-implementation python tensorflow
Last synced: 12 Mar 2026