Image-classification-fulltraining-elastic-inference.ipynb broken link

[bquintas]

The notebook Image-classification-fulltraining-elastic-inference.ipynb available in https://github.com/awslabs/amazon-sagemaker-examples/tree/master/introduction_to_amazon_algorithms/imageclassification_caltech has a broken link from the caltech dataset

code block

Download images under /008.bathtub

!wget -r -np -nH --cut-dirs=2 -P /tmp/ -R "index.html*" http://www.vision.caltech.edu/Image_Datasets/Caltech256/images/008.bathtub

Output

--2020-09-15 11:18:29-- http://www.vision.caltech.edu/Image_Datasets/Caltech256/images/008.bathtub/ Resolving www.vision.caltech.edu (www.vision.caltech.edu)... 34.208.54.77 Connecting to www.vision.caltech.edu (www.vision.caltech.edu)|34.208.54.77|:80... connected. HTTP request sent, awaiting response... 404 Not Found 2020-09-15 11:18:29 ERROR 404: Not Found.

[IvyBazan]

It looks like this image is no longer available. I'll work with the notebook owner to find a suitable replacement

[mthomp89]

Same issue here. Following the 'Image Classification Full Training' module and getting a 404 error trying to download the Caltech256 dataset required for the batch transform portion of model deployment. Link is http://www.vision.caltech.edu/Image_Datasets/Caltech256/images/008.bathtub/ which leads to