Local Lizard Species Boundaries with Image AI Analysis
Analyze iNaturalist photos with contrastive learning to test whether local lizards form distinct groups and build image-embedding skills.
Analyze iNaturalist photos with contrastive learning to test whether local lizards form distinct groups and build image-embedding skills.
Build a video-based model that flags stereotypic zoo behaviors and compare its accuracy across species, lighting, and camera angles.
Test how probiotic yogurt cultures change Daphnia reproduction under heat stress while you practice controlled comparisons and data analysis.
Build an agent-based model to compare grazing schedules and test how herd movement changes pasture carbon storage and recovery.
Train a model to classify chick embryo stages from candling images, and learn how computer vision turns egg photos into data.
Test how freeze-thaw cycles affect brine shrimp revival, then turn your results into a simple Markov model of survival states.
Analyze how stress changes mitochondrial networks in HPA cell images, then build image metrics that turn fragments into numbers.
Measure how dissolved oxygen changes goldfish ventilation rate and learn how to build clear controls, graphs, and repeatable physiology data.
Use public genome data to track antimicrobial-resistance gene spread in livestock-associated *E. coli* and practice pan-genome analysis.
Measure how temperature changes Daphnia heart rate, then fit a Q10 model to turn simple videos into real physiology data.