roofAI 🏛️ meets ⚒️ SageMaker + more-26

Next,

git ls-files '*.py'

need to publish abcli first.

roofAI dataset ingest \
  source=AIRS,target=sagemaker - \
  --test_count 0 \
  --train_count 16 \
  --val_count 16

counts:
  test: 0
  train: 16
  val: 16
...
num:
  test: 2
  train: 32

num:
  test: 0
  train: 16
  val: 16

fix the discrepancy. ✅ how is “count” calculated? is “count” used anywhere? consolidate count and num?

roofAI dataset ingest \
  source=AIRS,target=sagemaker,upload \
  AIRS-sagemaker-debug-2024-02-17-v1 \
  --test_count 0 \
  --train_count 16 \
  --val_count 16

sagesemseg train - \
  AIRS-sagemaker-debug-2024-02-17-v1

num_classes=21,  # Pascal has 21 classes. This is a mandatory parameter.

classes:
- other
- roof

roofAI dataset ingest \
  source=AIRS,target=sagemaker,upload \
  AIRS-sagemaker-debug-2024-02-17-v2 \
  --test_count 0 \
  --train_count 16 \
  --val_count 16

sagesemseg train - \
  AIRS-sagemaker-debug-2024-02-17-v2

validate train+ deploy. ✅

roof test dryrun

roof test

✅

migration

sagemaker/semantic_segmentation_pascalvoc: move ✅ add a README in place ✅ update README ✅

notebooks_and_scripts/sagesemseg: move ✅ leave an __init__.py in place ✅

scripts/sagesemseg: do not move, update README ✅

notebooks/sagemaker: update README ✅

semantic_segmentation_pascalvoc-v7.ipynb: cp ▶️ semantic_segmentation_pascalvoc-v8.ipynb ✅ validate ✅

move py and bash and notebooks to roofAI ✅

while waiting,

@vanwatch ingest
vanwatch update
@download filename=xxx 2024-02-17-11-36-22-29412

continues.