DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.
3
Estimated timeA rough time range for an experienced contributor to investigate, implement, test, and prepare a pull request.
1-2 days
Activity statusHow available the issue appears right now: fresh, active, stale, blocked, or waiting on maintainer input.
stale
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
clear
Prerequisites
None
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
30
Research direction
Research state of the art object detection models for small objects. Explore PaddleDetection's model zoo for models optimized for small object detection, such as those with feature pyramid networks or attention mechanisms. Consider data augmentation techniques like mosaic and multi scale training. Also review related issues and PRs in the repository for previous discussions on small object detection.
