Primary competition visual

Radiant Earth Spot the Crop Challenge

Helping South Africa
$8 800USD
Completed (~5 years ago)
Classification
Earth Observation
561 joined
101 active
Starti
05 Jul 21
Closei
03 Oct 21
Reveali
03 Oct 21
Top 3 and 2 solution
Notebooks Ā· 6 Oct 2021, 12:14 Ā· 5

Hi, Zindi!

I was very glad to participate in this wonderful competition. Thank you very much for organizing it!

Thanks to the participants who made so much serious competition and made me work hard 😅

I posted my solution on github: https://github.com/sweetlhare/Radiant-Solution

If there are any questions, write in this thread, I will answer. The main thing that is in the solution: converting images into plates and calculating vegetation indices, various engineering features and the use of geo-signs, the use of CatBoostClassifier and powerful LightAutoML.

If my solution was useful for you, put a ⭐️!

From Russia with love,

Your DS

P.S. now I'm thinking of traveling to Africa, I liked participating with you so much!)

Discussion 5 answers
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skaak

Yes!!!!!! Also used catboost so I'll need to visit Russia.

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Welcome! Russia is glad to see you)

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Thank you for sharing!!!

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Thanks for sharing, but I'm wondering you used LightAutoML and I thought Automl is not permitted right?

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