Issues

• Failed build: tests

  build failed
  drivendataorg/zamba#413 · Filter by author github-actions opened on Aug 2, 2026
  5

• Site-specific splits can leave some classes out of some splits

  drivendataorg/zamba#397 · Filter by author jdcc opened on Feb 9, 2026

• Some test suite tests are slow because they are downloading model weights

  drivendataorg/zamba#389 · Filter by author lundybernard opened on Aug 9, 2025
  3

• gpus on ImagePredictConfig doesn't do anything

  bug
  drivendataorg/zamba#376 · Filter by author ejm714 opened on Mar 21, 2025
  2

• Track images with no detections in the final output

  enhancement
  drivendataorg/zamba#374 · Filter by author pjbull opened on Mar 19, 2025

• Add per-species metrics for images for training

  enhancement
  drivendataorg/zamba#372 · Filter by author pjbull opened on Mar 19, 2025

• Handle Lightning checkpoint upgrade warning

  enhancement
  drivendataorg/zamba#371 · Filter by author pjbull opened on Mar 19, 2025

• Attach image transforms to model

  enhancement
  drivendataorg/zamba#369 · Filter by author pjbull opened on Mar 19, 2025
  1

• zamba predict predicts on test assets by default

  tests
  drivendataorg/zamba#368 · Filter by author pjbull opened on Mar 19, 2025

• Move to cyclopts

  enhancement
  drivendataorg/zamba#367 · Filter by author pjbull opened on Mar 19, 2025

• Support dry-run option for images

  enhancement
  drivendataorg/zamba#366 · Filter by author pjbull opened on Mar 19, 2025

• Make video dependencies optional

  dependencies
  drivendataorg/zamba#364 · Filter by author pjbull opened on Mar 19, 2025

• Create new version folders on image model train (like video version_n folders) rather than overwriting/failing

  bugdocumentation
  drivendataorg/zamba#363 · Filter by author pjbull opened on Mar 19, 2025
  1

• Add model template for image to to zamba/templates directory

  enhancement
  drivendataorg/zamba#362 · Filter by author pjbull opened on Mar 19, 2025

• Log zamba version when running to make understanding logs easier

  enhancement
  drivendataorg/zamba#360 · Filter by author pjbull opened on Mar 18, 2025

• Support other output formats for image predictions

  enhancement
  drivendataorg/zamba#358 · Filter by author pjbull opened on Mar 18, 2025

• Megadetector detection class is numerically encoded

  drivendataorg/zamba#357 · Filter by author pjbull opened on Mar 18, 2025
  2

• Short-circuit vehicle + person classes from megadetector

  enhancement
  drivendataorg/zamba#356 · Filter by author pjbull opened on Mar 18, 2025

• Write out training and validation metrics to storage when fine-tuning

  enhancement
  drivendataorg/zamba#355 · Filter by author jdcc opened on Mar 18, 2025

• Evaluate torchcodec for video loading

  enhancement
  drivendataorg/zamba#353 · Filter by author pjbull opened on Mar 17, 2025

• Native Windows installation and execution instructions

  documentation
  drivendataorg/zamba#300 · Filter by author pjbull opened on Oct 10, 2023
  5

• Publish Zamba on Zenodo to get a DOI for citations

  documentationenhancement
  drivendataorg/zamba#291 · Filter by author jayqi opened on Sep 25, 2023

• Upgrade to Pydantic>=2

  dependencies
  drivendataorg/zamba#278 · Filter by author pjbull opened on Jul 17, 2023
  1

• Consider upgrading checkpoint files

  dependencies
  drivendataorg/zamba#259 · Filter by author ejm714 opened on Feb 10, 2023

• Different raw video values across operating systems

  question
  drivendataorg/zamba#252 · Filter by author ejm714 opened on Dec 15, 2022