🌀️ Conversations with AI — 345

Next, CamVid.md ✅ sign the outputs ✅

@help roofAI

ingest.ipynb ✅ review.ipynb ✅ += mermaid ✅

bucket: kamangir
channel: {}
classes:
- other
- roof
ingested-by: roofAI.roofAI.dataset.ingest.AIRS-5.68.1
kind: CamVid
num:
  test: 1000
  train: 8000
  val: 1000
prefix: bolt/roofAI_ingest_AIRS_2025-01-13-jvf7ku
source: AIRS

🏛️ RoofAIDataset[kind:DatasetKind.CAMVID,source:AIRS](roofAI-dataset-2025–01–13-bbz4k3): 3 subset(s): 1,000 X test + 8,000 X train + 1,000 X val — 2 class(es): other, roof

roofAI semseg predict help; roofAI semseg train help; @hr; @help roofAI semseg

break roofAI/roofAI/.abcli/semseg.sh ✅

mermaid += train ✅ predict ✅

semseg/README.md ✅ validate ingest → train → predict on a large dataset on Sagemaker 🚀 ✅

https://github.com/kamangir/roofAI/pull/14: pipeline 🎰 review ✅ merge ✅ upgrade ✅

@git roofAI checkout main rebuild
roofAI init clear
@git roofAI create_branch train-and-predict-refactors

conrinues.