以下から各リンクに飛べます
English version of this presentation
start (kaggle)
start (twitter)
LAIME
Starter and some thoughts by @hidehisaarai1213
BirdCLEF2021: Exploring the data
BirdCLEF2021: Processing audio data
top solutions and approaches
[1st Place] Quick Solution
[1st Place] Detailed Solution
kami (twitter)
kami (kaggle)
Kaggle の鳥コンペで1位を取った話:BirdCLEF 2021 優勝解法
2nd place solution
4th place solution
Introduction to Sound Event Detection by @hidehisaarai1213
5th place solution
8th place writeup
9th Place solution
My journey (11th solution)
(2020年の鳥コンペ) 18th place solution: efficientnet b3
(Rainforest) 11th place, The 0.931 Magic Explained: Image Classification