imgad 0.2.0

pip install --upgrade imgad

New

• Gated and private Hugging Face models (e.g. DINOv3):
  • Token: taken from token= / --hf-token-file, the HF_TOKEN environment variable, or imgad hf-login. It is never saved in pipelines, configs, cache keys, reports or logs.
  • Clear errors: GatedModelError explains what to do (accept the conditions, log in, or replace a rejected token).
  • Check access: imgad hf-check MODEL... or imgad hf-check --config cfg.yaml.
  • Benchmark preflight: benchmarks check access to every Hub model before doing any work.
  • Local cache: without access, a model that is already in the local Hugging Face cache is loaded from there.
• Benchmark progress reporting:
  • plan, current phase, and one line per finished run with a global counter, metrics, elapsed time and an ETA estimated per kind of work;
  • the exact step is logged when a run fails;
  • -q, -v and --log-file for imgad benchmark and imgad report.

Fixes

• Reports no longer emit nanmean warnings for configurations without pixel metrics.

This work is partially supported by Agencia de Desarrollo Económico de La Rioja [ADER 2022-I-IDI-00015].