Image: Kaggle competition pageKaggle · 2026
BirdCLEF+ 2026
Acoustic Species Identification in the Pantanal, South America
Environment conservationAudio event classification
- Winners
- 1
- Teams
- 4,094
- Prize pool
- $50,000
AI competitions
Computer vision task
Winning audio event classification solutions using Albumentations
4 AI competitions, sorted newest first. Open any competition for the winning teams and their public solution and code links.
AI competitions — newest first
Image: Kaggle competition page
Image: Kaggle competition pageKaggle · 2024
BirdCLEF 2024
Bird species identification from audio, focused on under-studied species in the Western Ghats, a major biodiversity hotspot in India.
Environment conservationAudio event classification
- Winners
- 1
- Teams
- 974
- Prize pool
- $50,000
Image: Kaggle competition pageKaggle · 2021
BirdCLEF 2021 - Birdcall Identification
Identify bird calls in soundscape recordings
Environment conservationAudio event classification
- Winners
- 1
- Teams
- 816
- Prize pool
- $5,000
Image: Kaggle competition pageKaggle · 2021
Rainforest Connection Species Audio Detection
Automate the detection of bird and frog species in a tropical soundscape
Environment conservationAudio event classification
- Winners
- 2
- Teams
- 1,143
- Prize pool
- $15,000