2.6.0

2.6.0 (2024-11-29)

Bug Fixes

• add more logs (9df4f38)
• add option to save model (0135726)
• add option to switch between models (9dff339)
• class weight error (ee02483)
• fix high confidence in detect ticks (560e54d)
• fix imports from main (6200eb3)
• further enhancement (744cb52)
• hand handwritten templates for checkbox (80bfc2a)
• hand handwritten templates for checkbox (eba334e)
• improve confidence response payload (e192554)
• improve response from CNN model (39e8600)
• improved accuracy after adding more images (d6a720c)
• increase learning rate and improve reporting (fd286e4)
• more improved accuracy after adding more images (5222e05)
• radius for detection of circles (3f6a990)
• radius for detection of circles (37de21e)
• set epochs and learning rate as env varoables (c9c08c0)
• small adjustments (65b0854)
• syntax error (2366e04)
• use env var to run predictions on model (0ba1cbe)
• using right model extension (169c965)
• using right model extension (1d554d1)

Features

• add function to change image resolution and create new image for training (9caafc9)
• adding more training images to model (3d52c44)
• adding new CNN model (96ce9a6)
• adding Stratified K-Fold Cross-Validation and update model arch with more neurons and reg techniques to learn add features (43c0411)
• adding templates (7c41581)
• better annotation (5aba20d)
• CNN model (eec2461)
• improve model (b1f7a0f)
• improve model and improve reporting (17559b0)
• improvements after Sam comments (c7014da)
• improving model and looking for more (27eb1f5)
• move templates into folders (24411c0)
• saving confusion matrix (71ab033)
• saving training metrics (e248e37)

Reverts

• back (630c8cb)