Imageomics/FuncaPalooza-2025

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FuncaPalooza: collaborative hands-on event for extracting functional traits from images at OSU, Aug 18-21, 2025.

Stars: 5
Forks: 0
Open beginner issues: 0
Indexed issues: 23

Dominant language: No language data
License: CC0-1.0
Last GitHub push: Aug 19, 2025
Latest indexed: Sep 17, 2026
Contributing guide: No contributing guide
Code of conduct: Code of conduct
Beginner labels: help wanted
PR merge metrics: No merged PRs in 30d

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23 open issues indexed

Pushing the boundaries of ecology/evolution and CS with traits Open

question

Imageomics/FuncaPalooza-2025#1 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
SAEs for qualitative beetle traits Open

project idea

Imageomics/FuncaPalooza-2025#2 · 4 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Explore LeafMachine 2 Open

project idea

Imageomics/FuncaPalooza-2025#3 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Do SAEs only work for morphological traits, or do they discover functional traits? Open

project idea question

Imageomics/FuncaPalooza-2025#4 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 17, 2026
vegetation traits from landscape photos Open

dataset project idea

Imageomics/FuncaPalooza-2025#5 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Trait Detection & Species Identification: A Tropical Seedling Case Study Open

dataset project idea

Imageomics/FuncaPalooza-2025#6 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Using computer vision to better predict snake mimicry Open

dataset project idea

Imageomics/FuncaPalooza-2025#7 · 2 comments · 1 reaction · 0 assignees · Indexed Sep 17, 2026
Suggested reading and other resources in preparation for the event Open

documentation help wanted question

Imageomics/FuncaPalooza-2025#8 · 3 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
BioCLIP v2 orthogonal dims Open

project idea

Imageomics/FuncaPalooza-2025#9 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Deconstructing a Fish: Landmarking, Segmentation, and Identification of Invavise Cichlids Open

dataset help wanted project idea

Imageomics/FuncaPalooza-2025#10 · 4 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Fish Detection & Morphological Trait Analysis from Underwater Videos Open

dataset project idea

Imageomics/FuncaPalooza-2025#11 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Can computer vision help us understand imperfect mimicry? Open

dataset project idea question

Imageomics/FuncaPalooza-2025#12 · 4 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Ecology by UAV, can we use images from drone surveys to understand the traits of tree species in forest canopy and in regenerating species post disturbance? Open

dataset project idea

Imageomics/FuncaPalooza-2025#13 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Augmenting a SOTA object detector using latent spaces from foundation models. Open

dataset project idea

Imageomics/FuncaPalooza-2025#14 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
NEON overview and/or tutorials Open

training

Imageomics/FuncaPalooza-2025#15 · 0 comments · 1 reaction · 0 assignees · Indexed Sep 17, 2026
Ontology-aware embeddings for organismal trait descriptions Open

project idea

Imageomics/FuncaPalooza-2025#16 · 1 comment · 2 reactions · 0 assignees · Indexed Sep 17, 2026
Tutorial on uncertainty quantification of pre-trained ML models for multiple task (Conformal Prediction) Open

training

Imageomics/FuncaPalooza-2025#17 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Unsupervised ML for detection of ruler unit markers and pixel-to-metric conversion factors Open

project idea

Imageomics/FuncaPalooza-2025#18 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Computer vision and trait measurement of fungal spores Open

dataset project idea

Imageomics/FuncaPalooza-2025#19 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Unified Animal Individual ID Framework Open

project idea

Imageomics/FuncaPalooza-2025#20 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Generating BioCLIP 2 (or other) embeddings for your project Open

training

Imageomics/FuncaPalooza-2025#21 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
SAEs Open

training

Imageomics/FuncaPalooza-2025#22 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Object detection, segmentation, etc and how they differ Open

training

Imageomics/FuncaPalooza-2025#23 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026

Imageomics/FuncaPalooza-2025

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