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Bag Jammed Detection

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Object Detection • Edge Device #03

General Definition

Task Type

Object Detection

Target Model

Conveyor Jam Detector v1.2

Assigned Device

Edge Device #03
Class Definitions
Defined classes for classification/detection.
normal_flow

Bags are moving smoothly on the conveyor with regular spacing.

jammed

Bags are piled up, overlapping, or stuck at a specific point on the conveyor.

other

The target subject (flour bag) is not detected in the image.

AI & Annotation Instructions
Configuration for Gen AI annotation and synthetic data generation.

Gen AI Annotation Prompt

Inspect the conveyor belt area. Identify if flour bags are flowing normally or if there is a jam (overlap/pile-up).

Target Subject

flour bag

If the subject is not detected, the image is automatically assigned to the "other" class.

Class Imbalance Handling

Synthetic Data Augmentation

Method applied when significant class distribution skew is detected in the dataset.

Synthetic Generation Prompt (Class Conversion)

Used to generate synthetic samples for under-represented classes (e.g. converting 'qualified' to 'unqualified').

"Generate an image of the conveyor belt where multiple flour bags are overlapping and piling up against the guide rails to simulate a jam."