A open source reimplementation of Google's Tensor Processing Unit (TPU).
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Dec 6, 2017 - Python
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tpu-acceleration
Here are 62 public repositories matching this topic...
Community gathering point for Google Coral dev board and dongle knowledge.
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Mar 29, 2019
Switching from GPU to the future of Machine learning the TPU. Over 1 million images trained Resnet50 in under 20 mins compared to days or weeks on GPU and all for 0$ free on Google Colab Notebooks in Google Drive, clone repo and jump right in!!
deep-learning tensorflow jupyter-notebook google-cloud tensorboard resnet tensorflow-tutorials tensorflow-experiments gpu-tensorflow tensorflow-models keras-tensorflow fine-tuning-cnns tensorflow-examples tensorflow-gpu tpu colab-notebook tpu-benchmarks tpu-acceleration keras-gpu next-generation-machine-learning
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May 4, 2019 - Jupyter Notebook
Small-scale Tensor Processing Unit built on an FPGA
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Aug 4, 2019 - Verilog
An application of realtime object-detection running on an Edge TPU for making cycling in busy cities a little less terrifying.
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Aug 12, 2019 - Python
Webstreaming classification with Google edge TPU on the picamera and balenaFin
python docker raspberry-pi iot machine-learning raspberrypi classification coral picamera tpu balena tpu-acceleration balenafin balena-io
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Nov 20, 2019 - Python
Simple playground to play around some architectures with TPUs in Google Colab
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Mar 1, 2020 - Jupyter Notebook
Code files for the PlantCLEF 2020 challenge conducted through AICrowd
deep-learning google-cloud image-processing neural-networks image-classification transfer-learning tpu tpu-acceleration
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Jun 15, 2020 - Jupyter Notebook
TPU Based Multilingual Toxic Comment Classification Using BERT - kaggle competition -Jigsaw
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Jul 15, 2020 - Jupyter Notebook
Image Classification using latest algorithms such as EfficientNet trained using Google TPU in Tensorflow/Keras
machine-learning deep-learning keras kaggle-dataset imageclassification tpu-acceleration tensorflow2 efficientnet
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Jul 23, 2020 - Jupyter Notebook
Identify melanoma in lesion images using CNN
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Aug 15, 2020 - Jupyter Notebook
WaveGLow -- A Flow-based Generative Network for Speech Synthesis . PyTorch Code modified to run on TPUs .
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Aug 16, 2020 - Python
Track how multiple objects of type(s) you specify are moving through the field of vision.
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Aug 16, 2020 - Python
🥉 (Bronze medal - 241st place - Top 8%) Repository for the "SIIM-ISIC Melanoma Classification" Kaggle competition.
machine-learning computer-vision deep-learning tensorflow kaggle kaggle-competition transfer-learning tpu tpu-acceleration melanoma-detection
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Sep 14, 2020 - Jupyter Notebook
Shopee Code League 2020 image competition 7th place solution
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Oct 30, 2020 - Jupyter Notebook
A much-needed implementation of a bi-directional MIDI processor for symbolic music generation with NLP based Music AI architectures.
nlp parser wrapper awesome processor transformers music-generation midi-parser tpu colab-notebook tpu-acceleration music-ai music-ai-architectures
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Nov 22, 2020 - Jupyter Notebook
Implementation of famous Optic disc and cup segmentation research papers in python.
computer-vision paper medical-imaging ipynb segmentation tpu cup-segmentation-methods optic-disc glaucoma-detection tpu-acceleration optic-cup optic-cup-disc-segmentation ed6001
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Nov 27, 2020 - Jupyter Notebook
A Kaggle competition - Image classification task
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Dec 29, 2020 - Jupyter Notebook
Created an algorithm to identify metastatic cancer in small image patches taken from larger digital pathology scans. The data used for this competition is a slightly modified version of the PatchCamelyon (PCam) benchmark dataset.
deep-learning convolutional-neural-networks medical-image-analysis tpu-acceleration pcam histopathological-images
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Feb 12, 2021 - Python
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