Evolutionary Architecture Search for Chlorophyll-$a$ Prediction in Lakes using Sentinel-2
We revisit one such published model -- a Sentinel-2 algal
ProofPaper ↗
Key points
- Small tabular datasets with expert-designed spectral features are the norm in
- operational Earth observation, and the networks applied to them are typically
- bloom classifier -- and ask what architecture search adds, holding the task,
- Searching an extended multilayer-perceptron space with regularized evolution,
Sources (1)
- [1]Evolutionary Architecture Search for Chlorophyll-$a$ Prediction in Lakes using Sentinel-2arXiv (AI, ML, NLP, CV, robotics, multi-agent) · Oct 7, 05:47 PM
We revisit one such published model -- a Sentinel-2 algal
Small tabular datasets with expert-designed spectral features are the norm in
Extractive summary: sentences quoted from the sources.