I would like to do a little model research on such a task like here (single channel, small objects, semisupervised learning), but I won't have time before the deadline.
\nDo you know other similar datasets or challenges where I could benchmark against approaches from others?
", "messages": [ { "id": "1627250", "postDate": "12/23/2021 17:18:15", "content": "I would like to do a little model research on such a task like here (single channel, small objects, semisupervised learning), but I won't have time before the deadline.
\nDo you know other similar datasets or challenges where I could benchmark against approaches from others?
", "rawMarkdown": "I would like to do a little model research on such a task like here (single channel, small objects, semisupervised learning), but I won't have time before the deadline.\n\nDo you know other similar datasets or challenges where I could benchmark against approaches from others?", "votes": null }, { "id": "1633248", "postDate": "12/30/2021 15:29:08", "content": "@superant , there is currently another competition ongoing which is about object detection and which might be interesting for you since it's similar to instance segmentation: https://www.kaggle.com/c/tensorflow-great-barrier-reef
\nIn addition to starting a new competition, you might also want to learn from the winners of this competition (once it finishes) by reading about their solutions and trying to reproduce their results while comparing it to the work you did for yourself. I think that's the best way for improving your skills.
", "rawMarkdown": "superant , there is currently another competition ongoing which is about object detection and which might be interesting for you since it's similar to instance segmentation: https://www.kaggle.com/c/tensorflow-great-barrier-reef\n\nIn addition to starting a new competition, you might also want to learn from the winners of this competition (once it finishes) by reading about their solutions and trying to reproduce their results while comparing it to the work you did for yourself. I think that's the best way for improving your skills.", "votes": null } ], "comments": [ { "id": 1633248, "author_name": "omallo", "author_url": "", "post_date": "12/30/2021 15:29:08", "content": "@superant , there is currently another competition ongoing which is about object detection and which might be interesting for you since it's similar to instance segmentation: https://www.kaggle.com/c/tensorflow-great-barrier-reef
\nIn addition to starting a new competition, you might also want to learn from the winners of this competition (once it finishes) by reading about their solutions and trying to reproduce their results while comparing it to the work you did for yourself. I think that's the best way for improving your skills.
", "votes": null, "replies": [] } ], "raw_markdown_by_id": { "1627250": "I would like to do a little model research on such a task like here (single channel, small objects, semisupervised learning), but I won't have time before the deadline.\n\nDo you know other similar datasets or challenges where I could benchmark against approaches from others?", "1633248": "superant , there is currently another competition ongoing which is about object detection and which might be interesting for you since it's similar to instance segmentation: https://www.kaggle.com/c/tensorflow-great-barrier-reef\n\nIn addition to starting a new competition, you might also want to learn from the winners of this competition (once it finishes) by reading about their solutions and trying to reproduce their results while comparing it to the work you did for yourself. I think that's the best way for improving your skills." }, "source": "meta" }