{ "id": 174450, "title": "ISIC 2020 datasets with color normalized images (with color constancy)", "url": "/competitions/siim-isic-melanoma-classification/discussion/174450", "author_name": "Amirreza Mahbod", "post_date": "2020-08-13T15:08:06.054000", "votes": 6, "comment_count": 0, "views": 0, "content": "

Hi,
\nI created color normalized datasets (both jpegs and tfrecords) from the modified ISIC 2020 training and test images (thanks to @cdeotte for creating those modified datasets ). They may be useful in the ensembling.
\nThey can be found from the following links:
\n128x128 jpeg
\n192x192 jpeg
\n256x256 jpeg
\n384x384 jpeg
\n512x512 jpeg
\n768x786 jpeg

\n

128x128 tfrecords
\n192x192 tfrecords
\n256x256 tfrecords
\n384x384 tfrecords
\n512x512 tfrecords
\n768x786 tfrecords

\n

To create the TFRecords I used the sample @cdeotte notebook posted here:
\nhttps://www.kaggle.com/cdeotte/how-to-create-tfrecords

\n

Original central cropped and resized datasets by @cdeotte can be found here:
\nhttps://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/155579

", "messages": [ { "id": 969242, "postDate": "2020-08-13T15:08:06.053Z", "content": "

Hi,
\nI created color normalized datasets (both jpegs and tfrecords) from the modified ISIC 2020 training and test images (thanks to @cdeotte for creating those modified datasets ). They may be useful in the ensembling.
\nThey can be found from the following links:
\n128x128 jpeg
\n192x192 jpeg
\n256x256 jpeg
\n384x384 jpeg
\n512x512 jpeg
\n768x786 jpeg

\n

128x128 tfrecords
\n192x192 tfrecords
\n256x256 tfrecords
\n384x384 tfrecords
\n512x512 tfrecords
\n768x786 tfrecords

\n

To create the TFRecords I used the sample @cdeotte notebook posted here:
\nhttps://www.kaggle.com/cdeotte/how-to-create-tfrecords

\n

Original central cropped and resized datasets by @cdeotte can be found here:
\nhttps://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/155579

", "rawMarkdown": "Hi,\nI created color normalized datasets (both jpegs and tfrecords) from the modified ISIC 2020 training and test images (thanks to @cdeotte for creating those modified datasets ). They may be useful in the ensembling.\nThey can be found from the following links: \n[128x128 jpeg](https://www.kaggle.com/ipateam/isic2020-128-colornormed-jpeg) \n[192x192 jpeg](https://www.kaggle.com/ipateam/isic2020-192-colornormed-jpeg) \n[256x256 jpeg](https://www.kaggle.com/ipateam/isic2020-256-colornormed-jpeg)\n[384x384 jpeg](https://www.kaggle.com/ipateam/isic2020-384-colornormed-jpeg)\n[512x512 jpeg](https://www.kaggle.com/ipateam/isic2020-512-colornormed-jpeg)\n[768x786 jpeg](https://www.kaggle.com/ipateam/isic2020-768-colornormed-jpeg)\n\n[128x128 tfrecords](https://www.kaggle.com/ipateam/isic2020-128-colornormed-tfrecord)\n[192x192 tfrecords](https://www.kaggle.com/ipateam/isic2020-192-colornormed-tfrecord)\n[256x256 tfrecords](https://www.kaggle.com/ipateam/isic2020-256-colornormed-tfrecords)\n[384x384 tfrecords](https://www.kaggle.com/ipateam/isic2020-384-colornormed-tfrecords)\n[512x512 tfrecords](https://www.kaggle.com/ipateam/isic2020-512-colornormed-tfrecords)\n[768x786 tfrecords](https://www.kaggle.com/ipateam/isic2020-768-colornormed-tfrecords)\n\nTo create the TFRecords I used the sample @cdeotte notebook posted here:\nhttps://www.kaggle.com/cdeotte/how-to-create-tfrecords\n\nOriginal central cropped and resized datasets by @cdeotte can be found here:\nhttps://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/155579", "votes": 6 } ], "comments": [], "raw_markdown_by_id": { "969242": "Hi,\nI created color normalized datasets (both jpegs and tfrecords) from the modified ISIC 2020 training and test images (thanks to @cdeotte for creating those modified datasets ). They may be useful in the ensembling.\nThey can be found from the following links: \n[128x128 jpeg](https://www.kaggle.com/ipateam/isic2020-128-colornormed-jpeg) \n[192x192 jpeg](https://www.kaggle.com/ipateam/isic2020-192-colornormed-jpeg) \n[256x256 jpeg](https://www.kaggle.com/ipateam/isic2020-256-colornormed-jpeg)\n[384x384 jpeg](https://www.kaggle.com/ipateam/isic2020-384-colornormed-jpeg)\n[512x512 jpeg](https://www.kaggle.com/ipateam/isic2020-512-colornormed-jpeg)\n[768x786 jpeg](https://www.kaggle.com/ipateam/isic2020-768-colornormed-jpeg)\n\n[128x128 tfrecords](https://www.kaggle.com/ipateam/isic2020-128-colornormed-tfrecord)\n[192x192 tfrecords](https://www.kaggle.com/ipateam/isic2020-192-colornormed-tfrecord)\n[256x256 tfrecords](https://www.kaggle.com/ipateam/isic2020-256-colornormed-tfrecords)\n[384x384 tfrecords](https://www.kaggle.com/ipateam/isic2020-384-colornormed-tfrecords)\n[512x512 tfrecords](https://www.kaggle.com/ipateam/isic2020-512-colornormed-tfrecords)\n[768x786 tfrecords](https://www.kaggle.com/ipateam/isic2020-768-colornormed-tfrecords)\n\nTo create the TFRecords I used the sample @cdeotte notebook posted here:\nhttps://www.kaggle.com/cdeotte/how-to-create-tfrecords\n\nOriginal central cropped and resized datasets by @cdeotte can be found here:\nhttps://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/155579" } }