{ "id": 224654, "title": "How did they reach 0.300?", "url": "/competitions/vinbigdata-chest-xray-abnormalities-detection/discussion/224654", "author_name": "Shichang Liu", "post_date": "2021-03-09T11:46:55.150000", "votes": -5, "comment_count": 22, "views": 0, "content": "

How? Anyone wanna share?

", "messages": [ { "id": 1231993, "postDate": "2021-03-09T12:19:06.347Z", "content": "

I still don't understand how did we reach 0.247… 🤔

", "rawMarkdown": "I still don't understand how did we reach 0.247... 🤔", "votes": 8 }, { "id": 1231981, "postDate": "2021-03-09T12:11:29.947Z", "content": "

How did you reach 0.273?

", "rawMarkdown": "How did you reach 0.273?", "votes": 8, "replies": [ { "id": 1232028, "postDate": "2021-03-09T12:43:31.070Z", "content": "

Hahahahaha

", "rawMarkdown": "Hahahahaha", "votes": -1 } ] }, { "id": 1234880, "postDate": "2021-03-11T16:44:31.910Z", "content": "

How can I beat the baseline?

", "rawMarkdown": "How can I beat the baseline? ", "votes": 3, "replies": [ { "id": 1250426, "postDate": "2021-03-24T03:10:24.050Z", "content": "

I can't, at least.

", "rawMarkdown": "I can't, at least." }, { "id": 1250438, "postDate": "2021-03-24T03:37:33.013Z", "content": "

Maybe baseline overfit the public lb 😂.

", "rawMarkdown": "Maybe baseline overfit the public lb 😂." } ] }, { "id": 1232032, "postDate": "2021-03-09T12:47:46.533Z", "content": "

I don't know, I somehow can't pass 0.299….

", "rawMarkdown": "I don't know, I somehow can't pass 0.299....", "votes": 3, "replies": [ { "id": 1232054, "postDate": "2021-03-09T13:06:36.417Z", "content": "

Intersting… : ) You can put your code here, I'll help you find out.

", "rawMarkdown": "Intersting... : ) You can put your code here, I'll help you find out.", "votes": 4 }, { "id": 1232343, "postDate": "2021-03-09T17:16:26.703Z", "content": "

Let me just run one or two more tests.. if they don't work I may come back to you.. :-)

", "rawMarkdown": "Let me just run one or two more tests.. if they don't work I may come back to you.. :-)" }, { "id": 1237010, "postDate": "2021-03-13T16:34:43.453Z", "content": "

Congrats for passing 0.30 :)

", "rawMarkdown": "Congrats for passing 0.30 :)", "votes": 1 }, { "id": 1237024, "postDate": "2021-03-13T16:54:29.617Z", "content": "

Thanks! :-) It was not easy at all..

", "rawMarkdown": "Thanks! :-) It was not easy at all.. ", "votes": 1 } ] }, { "id": 1231969, "postDate": "2021-03-09T12:02:25.613Z", "content": "

@klawensliu You can ask specific questions which is mostly likely to get you an answer instead of asking them how they did it . Also you can kickstart by sharing some interesting things which you tried (which worked and which didnt )

", "rawMarkdown": "@klawensliu You can ask specific questions which is mostly likely to get you an answer instead of asking them how they did it . Also you can kickstart by sharing some interesting things which you tried (which worked and which didnt )", "votes": 2 }, { "id": 1234753, "postDate": "2021-03-11T14:53:46.167Z", "content": "

I also want to know about it!

", "rawMarkdown": "I also want to know about it!", "votes": 1 }, { "id": 1234761, "postDate": "2021-03-11T15:01:45.600Z", "content": "

How did you get into the >.25 zone?
\nIs there a specific trick (you don't have to share it) or it's just higher resolution and more gpu/money?

", "rawMarkdown": "How did you get into the >.25 zone? \nIs there a specific trick (you don't have to share it) or it's just higher resolution and more gpu/money?", "replies": [ { "id": 1235025, "postDate": "2021-03-11T18:50:30.207Z", "content": "

@dannywu375 You don't need big GPU, I pass 0.25 with a simple colab. Just read discussions, a lot of people give tricks

", "rawMarkdown": "@dannywu375 You don't need big GPU, I pass 0.25 with a simple colab. Just read discussions, a lot of people give tricks ", "votes": 2 }, { "id": 1235181, "postDate": "2021-03-11T22:37:34.820Z", "content": "

Nice to hear that. Thank you for sharing.

", "rawMarkdown": "Nice to hear that. Thank you for sharing.", "votes": 1 }, { "id": 1250996, "postDate": "2021-03-24T12:22:20.593Z", "content": "

Hello,which discussion did you mean?

", "rawMarkdown": "Hello,which discussion did you mean?" }, { "id": 1251013, "postDate": "2021-03-24T12:35:42.033Z", "content": "

Hello, you can check these ones :
\nhttps://www.kaggle.com/c/vinbigdata-chest-xray-abnormalities-detection/discussion/226478
\nhttps://www.kaggle.com/c/vinbigdata-chest-xray-abnormalities-detection/discussion/225391
\nhttps://www.kaggle.com/c/vinbigdata-chest-xray-abnormalities-detection/discussion/222707
\nhttps://www.kaggle.com/c/vinbigdata-chest-xray-abnormalities-detection/discussion/223209

", "rawMarkdown": "Hello, you can check these ones : \n[https://www.kaggle.com/c/vinbigdata-chest-xray-abnormalities-detection/discussion/226478](https://www.kaggle.com/c/vinbigdata-chest-xray-abnormalities-detection/discussion/226478)\n[https://www.kaggle.com/c/vinbigdata-chest-xray-abnormalities-detection/discussion/225391](https://www.kaggle.com/c/vinbigdata-chest-xray-abnormalities-detection/discussion/225391)\n[https://www.kaggle.com/c/vinbigdata-chest-xray-abnormalities-detection/discussion/222707](https://www.kaggle.com/c/vinbigdata-chest-xray-abnormalities-detection/discussion/222707)\n[https://www.kaggle.com/c/vinbigdata-chest-xray-abnormalities-detection/discussion/223209](https://www.kaggle.com/c/vinbigdata-chest-xray-abnormalities-detection/discussion/223209)", "votes": 1 }, { "id": 1251046, "postDate": "2021-03-24T13:10:31.100Z", "content": "

Thank you for your help!

", "rawMarkdown": "Thank you for your help!" } ] }, { "id": 1231941, "postDate": "2021-03-09T11:46:55.150Z", "content": "

How? Anyone wanna share?

", "rawMarkdown": "How? Anyone wanna share?", "votes": -5 }, { "id": 1236879, "postDate": "2021-03-13T14:33:50.583Z", "content": "

组队吗老哥 一起冲金牌

", "rawMarkdown": "组队吗老哥 一起冲金牌\n" }, { "id": 1246515, "postDate": "2021-03-20T19:47:53.813Z", "rawMarkdown": "", "isDeleted": true, "replies": [ { "id": 1246650, "postDate": "2021-03-21T01:01:21.433Z", "content": "

I would say it is everything a bit.. to what you said I would add a good 2-class prediction model.

", "rawMarkdown": "I would say it is everything a bit.. to what you said I would add a good 2-class prediction model." } ] } ], "comments": [ { "id": 1231993, "author_name": "beluga", "author_url": "", "post_date": "2021-03-09T12:19:06.347000", "content": "

I still don't understand how did we reach 0.247… 🤔

", "votes": 8, "replies": [] }, { "id": 1231981, "author_name": "Ahmet Erdem", "author_url": "", "post_date": "2021-03-09T12:11:29.947000", "content": "

How did you reach 0.273?

", "votes": 8, "replies": [ { "id": 1232028, "author_name": "Shichang Liu", "author_url": "", "post_date": "2021-03-09T12:43:31.070000", "content": "

Hahahahaha

", "votes": -1, "replies": [] } ] }, { "id": 1234880, "author_name": "sheep", "author_url": "", "post_date": "2021-03-11T16:44:31.910000", "content": "

How can I beat the baseline?

", "votes": 3, "replies": [ { "id": 1250426, "author_name": "Tian", "author_url": "", "post_date": "2021-03-24T03:10:24.050000", "content": "

I can't, at least.

", "votes": 0, "replies": [] }, { "id": 1250438, "author_name": "sheep", "author_url": "", "post_date": "2021-03-24T03:37:33.013000", "content": "

Maybe baseline overfit the public lb 😂.

", "votes": 0, "replies": [] } ] }, { "id": 1232032, "author_name": "Hannes Öhler", "author_url": "", "post_date": "2021-03-09T12:47:46.533000", "content": "

I don't know, I somehow can't pass 0.299….

", "votes": 3, "replies": [ { "id": 1232054, "author_name": "Shichang Liu", "author_url": "", "post_date": "2021-03-09T13:06:36.417000", "content": "

Intersting… : ) You can put your code here, I'll help you find out.

", "votes": 4, "replies": [] }, { "id": 1232343, "author_name": "Hannes Öhler", "author_url": "", "post_date": "2021-03-09T17:16:26.703000", "content": "

Let me just run one or two more tests.. if they don't work I may come back to you.. :-)

", "votes": 0, "replies": [] }, { "id": 1237010, "author_name": "pockevint", "author_url": "", "post_date": "2021-03-13T16:34:43.453000", "content": "

Congrats for passing 0.30 :)

", "votes": 1, "replies": [] }, { "id": 1237024, "author_name": "Hannes Öhler", "author_url": "", "post_date": "2021-03-13T16:54:29.617000", "content": "

Thanks! :-) It was not easy at all..

", "votes": 1, "replies": [] } ] }, { "id": 1231969, "author_name": "Tensor Girl", "author_url": "", "post_date": "2021-03-09T12:02:25.613000", "content": "

@klawensliu You can ask specific questions which is mostly likely to get you an answer instead of asking them how they did it . Also you can kickstart by sharing some interesting things which you tried (which worked and which didnt )

", "votes": 2, "replies": [] }, { "id": 1234753, "author_name": "Huan YEH", "author_url": "", "post_date": "2021-03-11T14:53:46.167000", "content": "

I also want to know about it!

", "votes": 1, "replies": [] }, { "id": 1234761, "author_name": "dan", "author_url": "", "post_date": "2021-03-11T15:01:45.600000", "content": "

How did you get into the >.25 zone?
\nIs there a specific trick (you don't have to share it) or it's just higher resolution and more gpu/money?

", "votes": 0, "replies": [ { "id": 1235025, "author_name": "Matthieu Planté", "author_url": "", "post_date": "2021-03-11T18:50:30.207000", "content": "

@dannywu375 You don't need big GPU, I pass 0.25 with a simple colab. Just read discussions, a lot of people give tricks

", "votes": 2, "replies": [] }, { "id": 1235181, "author_name": "dan", "author_url": "", "post_date": "2021-03-11T22:37:34.820000", "content": "

Nice to hear that. Thank you for sharing.

", "votes": 1, "replies": [] }, { "id": 1250996, "author_name": "Zekun", "author_url": "", "post_date": "2021-03-24T12:22:20.593000", "content": "

Hello,which discussion did you mean?

", "votes": 0, "replies": [] }, { "id": 1251013, "author_name": "Matthieu Planté", "author_url": "", "post_date": "2021-03-24T12:35:42.033000", "content": "

Hello, you can check these ones :
\nhttps://www.kaggle.com/c/vinbigdata-chest-xray-abnormalities-detection/discussion/226478
\nhttps://www.kaggle.com/c/vinbigdata-chest-xray-abnormalities-detection/discussion/225391
\nhttps://www.kaggle.com/c/vinbigdata-chest-xray-abnormalities-detection/discussion/222707
\nhttps://www.kaggle.com/c/vinbigdata-chest-xray-abnormalities-detection/discussion/223209

", "votes": 1, "replies": [] }, { "id": 1251046, "author_name": "Zekun", "author_url": "", "post_date": "2021-03-24T13:10:31.100000", "content": "

Thank you for your help!

", "votes": 0, "replies": [] } ] }, { "id": 1236879, "author_name": "qyyyyyf", "author_url": "", "post_date": "2021-03-13T14:33:50.583000", "content": "

组队吗老哥 一起冲金牌

", "votes": 0, "replies": [] }, { "id": 1246515, "author_name": "", "author_url": "", "post_date": "2021-03-20T19:47:53.813000", "content": "", "votes": 0, "replies": [ { "id": 1246650, "author_name": "Hannes Öhler", "author_url": "", "post_date": "2021-03-21T01:01:21.433000", "content": "

I would say it is everything a bit.. to what you said I would add a good 2-class prediction model.

", "votes": 0, "replies": [] } ] } ], "raw_markdown_by_id": { "1231993": "I still don't understand how did we reach 0.247... 🤔", "1231981": "How did you reach 0.273?", "1234880": "How can I beat the baseline? ", "1232032": "I don't know, I somehow can't pass 0.299....", "1231969": "@klawensliu You can ask specific questions which is mostly likely to get you an answer instead of asking them how they did it . Also you can kickstart by sharing some interesting things which you tried (which worked and which didnt )", "1234753": "I also want to know about it!", "1234761": "How did you get into the >.25 zone? \nIs there a specific trick (you don't have to share it) or it's just higher resolution and more gpu/money?", "1231941": "How? Anyone wanna share?", "1236879": "组队吗老哥 一起冲金牌\n", "1246515": "" } }