Release v3.3.1rc1

Changes in v3.3.1rc1

Features

• feat: add get_iou function to general utils (fa5cb40)
• feat: add count module with count_detections and deduplicate (55c3fe4)
• feat: add color and mode to letterbox (c497d76)

Bug Fixes

• fix: resolve cache identifier bug (6cc9018)
• remove plot_from_file, fix classifier_label handling (df95256)
• Merge pull request #303 from conservationtechlab/300_remove_plot_from_file (ed4ed06)
• fix: address PR review feedback on count module (bb602e1)
• Merge pull request #295 from conservationtechlab/294-cache-path-identifier (716ae9b)
• Merge pull request #304 from conservationtechlab/298-fix-gradscaler-initialization (40d3868)
• Fix prompt overwrite bug (1d3af00)
• fix: resolve letterbox edge case (987d715)

Other Changes

• remove todo (daa1684)
• Add reset_index in TrainGenerator (2d60671)
• refactor: make dataframe lookups consistent (1e278c2)
• missing doc string (dae87b2)
• add todo (92dff2d)
• Move GradScaler initialization to train_classifier (71dcf80)
• Add scaler in save and load classifier (9484c11)
• test: add unit tests for count module (5a59ec5)
• update tests (d7157aa)
• test: update count tests to reflect new function signature (a655e96)
• minor updates (85a646f)
• Read image_size from cfg (a77a715)
• Explain image_size in example train configs (5bb7c12)
• Merge pull request #305 from conservationtechlab/297-add-owl-counter (fd8262e)
• Merge pull request #308 from conservationtechlab/307-read-image-size (e43188f)
• Add index arg to save_data (e68eacc)
• Save confusion matrix with index (f8335b0)
• Merge pull request #313 from conservationtechlab/311-update-save_data (4668f0a)
• Read precision_dtype from cfg (e1cfe73)
• Add mixed precision dtype to train helper (5d64400)
• Add precision_dtype to example configs (3cd2f95)
• test: add unit test for letterbox edge case (7205d63)
• docs: update letterbox docstring (8c55ad9)
• Merge pull request #318 from conservationtechlab/317-update-letterbox (dd2c52a)
• Merge pull request #316 from conservationtechlab/315-mixed-precision-dtype (61f4103)
• Change ConvNeXt tune default to False (cdfffa3)
• refactor: simplify EfficientNet forward function (eb3c526)
• Merge pull request #329 from conservationtechlab/328-model-architecture-updates (4d42434)
• Merge branch 'dev' into main (49ddedf)
• Revert "Merge branch 'dev' into main" (c163565)
• add publish workflow (43dc6cb)
• test 3.3.2rc1 (19b22a4)
• source version from init (2448b16)