kemaloksuz/ObjectDetectionImbalance
A curated repository of academic papers addressing imbalance problems in object detection, based on a TPAMI survey paper.
Not currently ranked — collecting fresh signals.
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This repository maintains an organized collection of academic studies on imbalance problems in object detection. It follows the taxonomy from a TPAMI review paper covering class imbalance (foreground-background and foreground-foreground), scale imbalance (object-level and feature-level), spatial imbalance (regression loss, IoU distribution, object location), and objective imbalance. Researchers can request additions via pull requests, and the collection is limited to generic object detection datasets like ILSVRC, Pascal VOC, and MS-COCO.
Frequently asked
- What is kemaloksuz/ObjectDetectionImbalance?
- A curated repository of academic papers addressing imbalance problems in object detection, based on a TPAMI survey paper.
- Is ObjectDetectionImbalance open source?
- Yes — kemaloksuz/ObjectDetectionImbalance is an open-source project tracked on heatdrop.
- How popular is ObjectDetectionImbalance?
- kemaloksuz/ObjectDetectionImbalance has 1.1k stars on GitHub.
- Where can I find ObjectDetectionImbalance?
- kemaloksuz/ObjectDetectionImbalance is on GitHub at https://github.com/kemaloksuz/ObjectDetectionImbalance.