Hello everyone, do check out my new dataset regarding MAYO Clinic - STRIP AI competition.
\nWould love to encourage everyone to use the dataset for solving the problem which we couldn't due to resource constraints.
Dataset Link -> Link
\nDo upvote if the dataset helped you in any form.
", "messages": [ { "id": 1943219, "postDate": "2022-09-17T11:32:22.620Z", "content": "Hello everyone, do check out my new dataset regarding MAYO Clinic - STRIP AI competition.
\nWould love to encourage everyone to use the dataset for solving the problem which we couldn't due to resource constraints.
Dataset Link -> Link
\nDo upvote if the dataset helped you in any form.
", "rawMarkdown": "Hello everyone, do check out my new dataset regarding MAYO Clinic - STRIP AI competition. \nWould love to encourage everyone to use the dataset for solving the problem which we couldn't due to resource constraints. \n\nDataset Link -> [Link](https://www.kaggle.com/datasets/tr1gg3rtrash/mayo-clinic)\n\nDo upvote if the dataset helped you in any form. ", "votes": 21 }, { "id": 1956096, "postDate": "2022-09-26T09:22:50.717Z", "content": "Great work @tr1gg3rtrash
", "rawMarkdown": "Great work @tr1gg3rtrash", "votes": 1 }, { "id": 1955607, "postDate": "2022-09-26T04:26:59.677Z", "content": "Great work @tr1gg3rtrash
", "rawMarkdown": "Great work @tr1gg3rtrash ", "votes": 1 }, { "id": 1953428, "postDate": "2022-09-24T13:28:44.437Z", "content": "That's really good work.
", "rawMarkdown": "That's really good work.", "votes": 1 }, { "id": 1950741, "postDate": "2022-09-22T14:07:09.170Z", "content": "nice work @tr1gg3rtrash
", "rawMarkdown": "nice work @tr1gg3rtrash ", "votes": 1 }, { "id": 1943255, "postDate": "2022-09-17T12:07:39.227Z", "content": "Great work @tr1gg3rtrash
", "rawMarkdown": "Great work @tr1gg3rtrash ", "votes": 1, "replies": [ { "id": 1943267, "postDate": "2022-09-17T12:15:06.803Z", "content": "Thank you for the positive feedback. Really appreciated.
", "rawMarkdown": "Thank you for the positive feedback. Really appreciated. " } ] }, { "id": 1959926, "postDate": "2022-09-28T11:49:04.627Z", "content": "Does training on this dataset and submission give error(notebook threw exception)? anybody faced that?
", "rawMarkdown": "Does training on this dataset and submission give error(notebook threw exception)? anybody faced that?\n", "votes": 2, "replies": [ { "id": 1959967, "postDate": "2022-09-28T12:24:18.200Z", "content": "Try working in chunks of data rather than complete data at once. As the images produced are a lot, hence the handling for that has to be done in order to prevent ram exceeding issues. Do checkout this notebook. https://www.kaggle.com/code/tr1gg3rtrash/mayo-clinic-preprocessing-notebook . You might need to structure your submission with respect to it.
", "rawMarkdown": "Try working in chunks of data rather than complete data at once. As the images produced are a lot, hence the handling for that has to be done in order to prevent ram exceeding issues. Do checkout this notebook. https://www.kaggle.com/code/tr1gg3rtrash/mayo-clinic-preprocessing-notebook . You might need to structure your submission with respect to it. " } ] }, { "id": 1943478, "postDate": "2022-09-17T14:41:05.850Z", "content": "Can you show us how to do your preprocessing, because I guess we need to do exactly the same thing for the test set during inference.
\nThanks in advance for sharing
I am thinking of uploading tile dataset for the test set as well. Do let me know if that solves the issue
", "rawMarkdown": "I am thinking of uploading tile dataset for the test set as well. Do let me know if that solves the issue" }, { "id": 1944257, "postDate": "2022-09-18T07:10:34.383Z", "content": "It doesn't, because the real test set is hidden. We would need your pre-processing code and run it on the hidden test set before doing the inference (within 9 hr timeline) .
", "rawMarkdown": "It doesn't, because the real test set is hidden. We would need your pre-processing code and run it on the hidden test set before doing the inference (within 9 hr timeline) . ", "votes": 2 }, { "id": 1944259, "postDate": "2022-09-18T07:12:08.647Z", "content": "Sure will upload the notebook for the same.
", "rawMarkdown": "Sure will upload the notebook for the same. ", "votes": 1 }, { "id": 1944723, "postDate": "2022-09-18T14:28:12.623Z", "content": "@nyleve Please do check the notebook for this preprocessing.
\nhttps://www.kaggle.com/code/tr1gg3rtrash/mayo-clinic-preprocessing-notebook
", "rawMarkdown": "@nyleve Please do check the notebook for this preprocessing. \n\nhttps://www.kaggle.com/code/tr1gg3rtrash/mayo-clinic-preprocessing-notebook", "votes": 1 } ] }, { "id": 1967392, "postDate": "2022-10-02T13:30:47.327Z", "content": "Please refer to the following inferencing pipeline notebook if you are using this dataset: https://www.kaggle.com/tr1gg3rtrash/mayo-clinic-tiled-inference
", "rawMarkdown": "Please refer to the following inferencing pipeline notebook if you are using this dataset: https://www.kaggle.com/tr1gg3rtrash/mayo-clinic-tiled-inference" }, { "id": 1961380, "postDate": "2022-09-29T06:12:18.103Z", "content": "Please check out this dataset as well. https://www.kaggle.com/datasets/tr1gg3rtrash/mayo-clinic-strip-ai-normalized-dataset
\nIt is a normalized version of the same dataset.
", "rawMarkdown": "Please check out this dataset as well. https://www.kaggle.com/datasets/tr1gg3rtrash/mayo-clinic-strip-ai-normalized-dataset \n\nIt is a normalized version of the same dataset. " }, { "id": 1948210, "postDate": "2022-09-20T23:37:04.430Z", "content": "Excellent contribution!!! but I don't know how to use such an amount of images .
\nThanks in advance
", "rawMarkdown": "Excellent contribution!!! but I don't know how to use such an amount of images .\n\nThanks in advance", "replies": [ { "id": 1949227, "postDate": "2022-09-21T15:23:37.213Z", "content": "If storage space is your issue - try Google Colab. They have loads of storage space :)
\nYou can download this dataset with a simple CLI command and import it there.
Great work @tr1gg3rtrash
", "votes": 1, "replies": [] }, { "id": 1955607, "author_name": "Konika Rani", "author_url": "", "post_date": "2022-09-26T04:26:59.677000", "content": "Great work @tr1gg3rtrash
", "votes": 1, "replies": [] }, { "id": 1953428, "author_name": "Syed Md Danish E Azam", "author_url": "", "post_date": "2022-09-24T13:28:44.437000", "content": "That's really good work.
", "votes": 1, "replies": [] }, { "id": 1950741, "author_name": "Serkan Polat", "author_url": "", "post_date": "2022-09-22T14:07:09.170000", "content": "nice work @tr1gg3rtrash
", "votes": 1, "replies": [] }, { "id": 1943255, "author_name": "Sugata Ghosh, PhD", "author_url": "", "post_date": "2022-09-17T12:07:39.227000", "content": "Great work @tr1gg3rtrash
", "votes": 1, "replies": [ { "id": 1943267, "author_name": "Mrinal Tyagi", "author_url": "", "post_date": "2022-09-17T12:15:06.803000", "content": "Thank you for the positive feedback. Really appreciated.
", "votes": 0, "replies": [] } ] }, { "id": 1959926, "author_name": "Abu Bakar", "author_url": "", "post_date": "2022-09-28T11:49:04.627000", "content": "Does training on this dataset and submission give error(notebook threw exception)? anybody faced that?
", "votes": 2, "replies": [ { "id": 1959967, "author_name": "Mrinal Tyagi", "author_url": "", "post_date": "2022-09-28T12:24:18.200000", "content": "Try working in chunks of data rather than complete data at once. As the images produced are a lot, hence the handling for that has to be done in order to prevent ram exceeding issues. Do checkout this notebook. https://www.kaggle.com/code/tr1gg3rtrash/mayo-clinic-preprocessing-notebook . You might need to structure your submission with respect to it.
", "votes": 0, "replies": [] } ] }, { "id": 1943478, "author_name": "yukiya", "author_url": "", "post_date": "2022-09-17T14:41:05.850000", "content": "Can you show us how to do your preprocessing, because I guess we need to do exactly the same thing for the test set during inference.
\nThanks in advance for sharing
I am thinking of uploading tile dataset for the test set as well. Do let me know if that solves the issue
", "votes": 0, "replies": [] }, { "id": 1944257, "author_name": "yukiya", "author_url": "", "post_date": "2022-09-18T07:10:34.383000", "content": "It doesn't, because the real test set is hidden. We would need your pre-processing code and run it on the hidden test set before doing the inference (within 9 hr timeline) .
", "votes": 2, "replies": [] }, { "id": 1944259, "author_name": "Mrinal Tyagi", "author_url": "", "post_date": "2022-09-18T07:12:08.647000", "content": "Sure will upload the notebook for the same.
", "votes": 1, "replies": [] }, { "id": 1944723, "author_name": "Mrinal Tyagi", "author_url": "", "post_date": "2022-09-18T14:28:12.623000", "content": "@nyleve Please do check the notebook for this preprocessing.
\nhttps://www.kaggle.com/code/tr1gg3rtrash/mayo-clinic-preprocessing-notebook
", "votes": 1, "replies": [] } ] }, { "id": 1967392, "author_name": "Mrinal Tyagi", "author_url": "", "post_date": "2022-10-02T13:30:47.327000", "content": "Please refer to the following inferencing pipeline notebook if you are using this dataset: https://www.kaggle.com/tr1gg3rtrash/mayo-clinic-tiled-inference
", "votes": 0, "replies": [] }, { "id": 1961380, "author_name": "Mrinal Tyagi", "author_url": "", "post_date": "2022-09-29T06:12:18.103000", "content": "Please check out this dataset as well. https://www.kaggle.com/datasets/tr1gg3rtrash/mayo-clinic-strip-ai-normalized-dataset
\nIt is a normalized version of the same dataset.
", "votes": 0, "replies": [] }, { "id": 1948210, "author_name": "Pablo Larrosa", "author_url": "", "post_date": "2022-09-20T23:37:04.430000", "content": "Excellent contribution!!! but I don't know how to use such an amount of images .
\nThanks in advance
", "votes": 0, "replies": [ { "id": 1949227, "author_name": "David Landup", "author_url": "", "post_date": "2022-09-21T15:23:37.213000", "content": "If storage space is your issue - try Google Colab. They have loads of storage space :)
\nYou can download this dataset with a simple CLI command and import it there.