BirdCLEF+ 2026: competition imagePexelsKaggle · 2026
BirdCLEF+ 2026
Acoustic Species Identification in the Pantanal, South America
Environment conservationAudio event classification
- Winners
- 1
- Teams
- 4,094
- Prize pool
- $50,000
Environment and conservationPhoto: Sargaraj Tr on Pexels
AI competitions
Albumentations in Environment and conservation AI competitions
Used by winning teams in 10 AI competitions
Wildlife, biodiversity, conservation, habitat, forest, and pollution monitoring.
Public examples
AI competitions — newest first
10 competitions
BirdCLEF+ 2026: competition imagePexels
Image: Kaggle competition pageKaggle · 2026
CSIRO - Image2Biomass Prediction
Predict biomass using the provided pasture images
Agriculture foodVisual regression
- Winners
- 5
- Teams
- 3,805
- Prize pool
- $75,000
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 · 2023
Google Research - Identify Contrails to Reduce Global Warming
Train ML models to identify contrails in satellite images and help prevent their formation
Environment conservationSemantic segmentation
- Winners
- 5
- Teams
- 954
- Prize pool
- $50,000
Image: Kaggle competition pageKaggle · 2022
Happywhale - Whale and Dolphin Identification
Identify whales and dolphins by unique characteristics
Environment conservationImage retrieval
- Winners
- 3
- Teams
- 1,588
- Prize pool
- $25,000
Image: Kaggle competition pageKaggle · 2022
TensorFlow - Help Protect the Great Barrier Reef
Detect crown-of-thorns starfish in underwater image data
Environment conservationObject detection
- Winners
- 4
- Teams
- 2,025
- Prize pool
- $150,000
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
Image: Kaggle competition pageKaggle · 2019
Humpback Whale Identification
Can you identify a whale by its tail?
Environment conservationImage retrieval
- Winners
- 3
- Teams
- 2,120
- Prize pool
- $25,000
Image: Kaggle competition pageKaggle · 2019
Understanding Clouds from Satellite Images
Can you classify cloud structures from satellites?
Environment conservationSemantic segmentation
- Winners
- 6
- Teams
- 1,531
- Prize pool
- $10,000