Bee pose + morphometric model
goal / problem solved | 🤢Pesticide exposure / poisoning, 🦀Diseases |
---|---|
Status | Idea |
billing plan | 3-professional |
verticality | vertical |
Priority | 2 |
estimate | 13 |
impact = priority % | 25 |
Tags | ML |
The precondition of this feature is an access to video as a source. So either
- phone
features are required to upload it.
The goal of segmenting and detecting parts of the bee body are to detect
See https://github.com/Gratheon/models-beepose
Here is an example from 🔬DeepBees – Building and Scaling Convolutional Neuronal Nets For Fast and Large-scale Visual Monitoring of Bee Hives work. We want something similar - detecting legs, wings, how bees are moving.
🔬LabelBee: a web platform for large-scale semi-automated analysis of honeybee behavior from video :
Optionally also:
See https://github.com/leonid-pishchulin/poseval
See Multiple Animals Tracking in Video Using Part Affinity Fields