{ "id": 225310, "title": "Papers related to Herbarium Classification", "url": "/competitions/herbarium-2021-fgvc8/discussion/225310", "author_name": "Manav", "post_date": "2021-03-11T16:40:49.725000", "votes": 8, "comment_count": 2, "views": 0, "content": "

Hi all,
\nWhile trying to prep myself for this competition I found some interesting research papers that have looked into classification of Herbarium species. I am linking them below and hope people find it useful:-

\n
    \n
  1. Computer vision applied to herbarium specimens of German trees
    2. \n
  2. Using computer vision on herbarium specimen images to discriminate among closely related horsetails
    3. \n
  3. Going deeper in the automated identification of Herbarium specimens
    4. \n
\n

If anyone finds any other useful resources, please feel free to link them below.
\nThanks!

", "messages": [ { "id": 1234875, "postDate": "2021-03-11T16:40:49.727Z", "content": "

Hi all,
\nWhile trying to prep myself for this competition I found some interesting research papers that have looked into classification of Herbarium species. I am linking them below and hope people find it useful:-

\n
    \n
  1. Computer vision applied to herbarium specimens of German trees
    2. \n
  2. Using computer vision on herbarium specimen images to discriminate among closely related horsetails
    3. \n
  3. Going deeper in the automated identification of Herbarium specimens
    4. \n
\n

If anyone finds any other useful resources, please feel free to link them below.
\nThanks!

", "rawMarkdown": "Hi all,\nWhile trying to prep myself for this competition I found some interesting research papers that have looked into classification of Herbarium species. I am linking them below and hope people find it useful:-\n1. [Computer vision applied to herbarium specimens of German trees](https://www.researchgate.net/publication/310475347_Computer_vision_applied_to_herbarium_specimens_of_German_trees_Testing_the_future_utility_of_the_millions_of_herbarium_specimen_images_for_automated_identification)\n2. [Using computer vision on herbarium specimen images to discriminate among closely related horsetails](https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7328651/)\n3. [Going deeper in the automated identification of Herbarium specimens](https://www.researchgate.net/publication/319067033_Going_deeper_in_the_automated_identification_of_Herbarium_specimens)\n\nIf anyone finds any other useful resources, please feel free to link them below.\nThanks!", "votes": 6 }, { "id": 1235388, "postDate": "2021-03-12T05:27:47.350Z", "content": "

@manabendrarout The first and third papers are from researchgate , so not everyone will have access to it ..The second paper is interesting and is also a recent one. Thanks for sharing

", "rawMarkdown": "@manabendrarout The first and third papers are from researchgate , so not everyone will have access to it ..The second paper is interesting and is also a recent one. Thanks for sharing", "votes": 1, "replies": [ { "id": 1278315, "postDate": "2021-04-19T18:30:33.043Z", "content": "

Oh, I didn't know about the accessibility part of the researchgate papers. Thanks for letting me know @usharengaraju .

", "rawMarkdown": "Oh, I didn't know about the accessibility part of the researchgate papers. Thanks for letting me know @usharengaraju ." } ] } ], "comments": [ { "id": 1235388, "author_name": "Tensor Girl", "author_url": "", "post_date": "2021-03-12T05:27:47.350000", "content": "

@manabendrarout The first and third papers are from researchgate , so not everyone will have access to it ..The second paper is interesting and is also a recent one. Thanks for sharing

", "votes": 1, "replies": [ { "id": 1278315, "author_name": "Manav", "author_url": "", "post_date": "2021-04-19T18:30:33.043000", "content": "

Oh, I didn't know about the accessibility part of the researchgate papers. Thanks for letting me know @usharengaraju .

", "votes": 0, "replies": [] } ] } ], "raw_markdown_by_id": { "1234875": "Hi all,\nWhile trying to prep myself for this competition I found some interesting research papers that have looked into classification of Herbarium species. I am linking them below and hope people find it useful:-\n1. [Computer vision applied to herbarium specimens of German trees](https://www.researchgate.net/publication/310475347_Computer_vision_applied_to_herbarium_specimens_of_German_trees_Testing_the_future_utility_of_the_millions_of_herbarium_specimen_images_for_automated_identification)\n2. [Using computer vision on herbarium specimen images to discriminate among closely related horsetails](https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7328651/)\n3. [Going deeper in the automated identification of Herbarium specimens](https://www.researchgate.net/publication/319067033_Going_deeper_in_the_automated_identification_of_Herbarium_specimens)\n\nIf anyone finds any other useful resources, please feel free to link them below.\nThanks!", "1235388": "@manabendrarout The first and third papers are from researchgate , so not everyone will have access to it ..The second paper is interesting and is also a recent one. Thanks for sharing" } }