Build CIFAR10 classifiers using Tensorflow, PyTorch, PyTorch Lightning

Tensorflow and Keras implementation of a cycle GAN to transform ordinary photos into Monet paintings.

In this competition, we’re challenged to build a machine learning model that identifies the type of flowers in a dataset of images (for simplicity, we’re sticking to just over 100 types).

Reference models and tools for Cloud TPUs.

Train and Inference CNN Models with Google_TPU

This code performs object detection and tracking using a pre-trained Tensor Flow Lite (TFLite) model. In addition, it can track each unique object in terms of how it is moving through the frame of vision i.e. if it is moving up / down / left / right or just stationary. There are two main scripts: one takes a live video feed from Raspberry Pi cam…

A multi-use helmet that tells you what is behind you using machine learning. This is a continuation of the TPU bike project.

CCF BDCI 2023 基于TPU平台实现超分辨率重建模型部署

The 2nd YouTube-8M Video Understanding Challenge

A reference TensorFlow PluggableDevice implementation, in Rust

Coral m.2 TPU on raspberry pi 5

Tensorflow implementation of U-Net model with TPU Estimator support.

Convolution Neural Network Profiler

Automatically take good care of your preemptible TPUs

Minimal t-distributed stochastic neighbor embedding (t-SNE) implementation in JAX.

Intelligence Computing Architecture of BUAA.

Text Processing Engine for NSFW and blocked words detection in a given text, written in NodeJS.

Cloud Edge TPU Demo

This is WIP. Trying to use TPU with Colab but facing dependency issues due to certain package omissions in new tf2. So Far I was able to load data directly into Google Colab from Kaggle. Epochs took overnight time to run. There are issues with Colab Kernal which disconnects due to inactivity, so finding way around that with faster computation.