Self-supervised biodiversity image encoders for embeddings, retrieval, clustering, probing and transfer learning.
AI & ML interests
Computer Vision
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Organization Card
Birder
An open-source computer vision framework for wildlife image analysis, featuring state-of-the-art models for species classification and detection.
- Birder repository - https://gitlab.com/birder/birder
- Birder documentation - https://birder.gitlab.io/birder/
spaces 4
pinned
Running
Agents
3
Birder Image Classification
👀
An interactive demo for Birder (image classification)
Running
Agents
4
The Birder Leaderboard
🏆
Explore bird model accuracy vs resources with interactive charts
Running
Agents
1
Birder Object Detection
⛶
An interactive demo for Birder (object detection)
models 81
birder-project/vit_reg1_s14_ls_dino-v2-dist-bio
Image Feature Extraction • Updated • 1
birder-project/vit_reg4_so150m_p14_ls_dino-v2-bio
Image Feature Extraction • Updated • 2.11k • 9
birder-project/dino_v2_vit_reg4_so150m_p14_ls_bio
Updated • 77 • 2
birder-project/rope_vit_reg4_b14_capi-intermediate-eu-common
Image Classification • Updated • 34
birder-project/mae_hiera_hiera_abswin_base
Updated • 19
birder-project/rope_i_vit_reg1_t16_pn_npn_avg_c1_pe-spatial
Image Feature Extraction • Updated • 5
birder-project/rope_i_vit_reg1_b16_pn_npn_avg_c1_pe-spatial
Image Feature Extraction • Updated • 6
birder-project/vit_h14_pn_bioclip-v25
Image Feature Extraction • Updated • 5
birder-project/vit_b16_pn_biotrove-clip-o
Image Feature Extraction • Updated • 7
birder-project/vit_reg4_s14_nps_ls_dino-v2-lvd142m
Image Feature Extraction • Updated • 3
datasets 5
birder-project/butterflies-moths-austria
Viewer • Updated • 535k • 27
birder-project/TreeOfLife-10M-EOL-NaturalImages
Viewer • Updated • 5.59M • 23 • 2
birder-project/TreeOfLife-10M-WEBP
Viewer • Updated • 6.2M • 67 • 1
birder-project/CUB_200_2011-WDS
Viewer • Updated • 11.8k • 103
birder-project/CUB_200_2011
Viewer • Updated • 11.8k • 181