Why do the same object classification scores differ greatly？

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Description

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Contributor guide

Research direction

Check the configuration and model weights to ensure consistency across runs. Investigate if there is any randomness in the detection pipeline.

Tech stack

python

Domain

machine learningai

Issue type

Bug

DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.

2

Estimated timeA rough time range for an experienced contributor to investigate, implement, test, and prepare a pull request.

1-3 hours

Activity statusHow available the issue appears right now: fresh, active, stale, blocked, or waiting on maintainer input.

Active

ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.

Unclear

Prerequisites

PythonGit

Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.

50