roofAI 🏛️ — 21: refactors on SageMaker — 2

Next, in roofAI 🏛️, predict refactors on SageMaker,

🔻 giza += ✅

Reboot on SageMaker,

@seed sagemaker plugin=roofAI

review ingest shape: 360 vs. 384:

using https://github.com/kamangir/roofAI/tree/main/roofAI/dataset

roofAI dataset ingest \
    source=AIRS,register,suffix=v2,upload \
    - \
    --test_count 250 \
    --train_count 350 \
    --val_count 100

using https://github.com/kamangir/roofAI/tree/main/roofAI/semseg#predict

roofAI semseg predict \
    profile=FULL,upload \
    $(@ref roofAI_semseg_model_AIRS_full_v2) \
    $(@ref roofAI_ingest_AIRS_v2) \
    $(@timestamp)

@select 2023-11-12-20-06-48-66083; @download; open .

roofAI_ingest_AIRS_v1 ▶️ roofAI_ingest_AIRS_v2.

sign the outputs.

update assets. ✅