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Porting pyTorch cloud detection model to Amazon AWS S3

ondata.blog · published 17 June 2022

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http://soprasteria.com
soprasteria.com
https://www.kaggle.com/code/cordmaur/38-cloud-simple-unet/notebook
kaggle.com
https://medium.com/@cordmaur?source=post_page-----c5924e908edf--------------------------------
medium.com
https://www.kaggle.com/code/busra0465/cloud-detection-with-unet/data
kaggle.com
https://medium.com/analytics-vidhya/how-to-create-a-custom-dataset-loader-in-pytorch-from-scratch-for-multi-band-satellite-images-c5924e908edf
medium.com
pushing data to AWS. SageMaker sucks. So does Anaconda Read at the source ↗
ondata.blog
https://stackoverflow.com/questions/44043036/how-to-read-image-file-from-s3-bucket-directly-into-memory
stackoverflow.com
https://pytorch.org/tutorials/beginner/saving_loading_models.html
pytorch.org
https://stackoverflow.com/questions/56369030/runtimeerror-attempting-to-deserialize-object-on-a-cuda-device
stackoverflow.com
https://github.com/pytorch/pytorch/issues/16797
github.com
https://www.soprasteria.com/
soprasteria.com