{ "id": 523375, "title": "Team Epoch | Best working notes", "url": "/competitions/birdclef-2024/discussion/523375", "author_name": "tolga kopar", "post_date": "2024-07-31T19:44:14.400000", "votes": 5, "comment_count": 0, "views": 0, "content": "

First of all, we would like to thank the BirdCLEF Host and Kaggle Team for this competition.
\nTo anyone that is interested in our working notes, it can be found here:
\nTo briefly summarize the contents, our working notes describes what architectures, data augmentation methods we used along with an analysis on the domain shift problem, with possible solutions and a detailed ablation study.
\nThe source code can also be found here

", "messages": [ { "id": 2942448, "postDate": "2024-07-31T19:44:14.400Z", "content": "

First of all, we would like to thank the BirdCLEF Host and Kaggle Team for this competition.
\nTo anyone that is interested in our working notes, it can be found here:
\nTo briefly summarize the contents, our working notes describes what architectures, data augmentation methods we used along with an analysis on the domain shift problem, with possible solutions and a detailed ablation study.
\nThe source code can also be found here

", "rawMarkdown": "First of all, we would like to thank the BirdCLEF Host and Kaggle Team for this competition. \nTo anyone that is interested in our working notes, it can be found [here](https://github.com/TeamEpochGithub/iv-q4-birdclef-2024/blob/main/docs/working_note/Addressing_the_Challenges_of_Domain_Shift_in_Bird_Call_Classification_for_BirdCLEF_2024.pdf): \nTo briefly summarize the contents, our working notes describes what architectures, data augmentation methods we used along with an analysis on the domain shift problem, with possible solutions and a detailed ablation study.\nThe source code can also be found [here](https://github.com/TeamEpochGithub/iv-q4-birdclef-2024)", "votes": 5 } ], "comments": [], "raw_markdown_by_id": { "2942448": "First of all, we would like to thank the BirdCLEF Host and Kaggle Team for this competition. \nTo anyone that is interested in our working notes, it can be found [here](https://github.com/TeamEpochGithub/iv-q4-birdclef-2024/blob/main/docs/working_note/Addressing_the_Challenges_of_Domain_Shift_in_Bird_Call_Classification_for_BirdCLEF_2024.pdf): \nTo briefly summarize the contents, our working notes describes what architectures, data augmentation methods we used along with an analysis on the domain shift problem, with possible solutions and a detailed ablation study.\nThe source code can also be found [here](https://github.com/TeamEpochGithub/iv-q4-birdclef-2024)" } }