Simple playground to play around some architectures with TPUs in Google Colab
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Updated
Mar 1, 2020 - Jupyter Notebook
Simple playground to play around some architectures with TPUs in Google Colab
A open source reimplementation of Google's Tensor Processing Unit (TPU).
IMDB Review BERT based binary text classification
Image Classification using latest algorithms such as EfficientNet trained using Google TPU in Tensorflow/Keras
ML with JAX and TPUs course
TPU Based Multilingual Toxic Comment Classification Using BERT - kaggle competition -Jigsaw
This is the code that I used for the measurements I made for my master's thesis for the USB Accelerator Module with Tensor Processing Unit and the Neural Compute Stick 2 with Vision Processing Unit.
A reference TensorFlow PluggableDevice implementation, in Rust
Implementation of the YOLO object detection architecture
Kaggle Competition - Melanoma detection from skin lesion medical images
Detecting the Higgs Boson particle with TPUs
Code files for the PlantCLEF 2020 challenge conducted through AICrowd
A Kaggle competition - Image classification task
Shopee Code League 2020 image competition 7th place solution
Identify melanoma in lesion images using CNN
A little demonstration of an artificial neural network that can run on Google Colab with TPU acceleration.
Semi/Self-Supervised Learning on a Pediatric Pneumonia Dataset
This work focuses on the development of machine learning models, in particular neural networks and SVM, where they can detect toxicity in comments. The topics we will be dealing with: a) Cost-sensitive learning, b) Class imbalance
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