kemaloksuz/ObjectDetectionImbalance resource
Lists the papers related to imbalance problems in object detection [TPAMI] observed · 2026-08-28
Health v2 · maintenance only
32/100
- Activity 0
- Release rhythm 35
- Longevity 100
Flags: no_releases no_license
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.
- gap_med: n/a
- age_days: 2564
- days_rel: n/a
- days_push: 1861
- n_releases_24m: 0
Adoption not part of the score
1126 stars · 171 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded
A curated list of research papers addressing imbalance problems in object detection, organized by the taxonomy from the authors' TPAMI 2020 review paper. It covers class, scale, spatial, and objective imbalance with links to papers across sampling, loss design, and feature-level methods.
Use cases
- find papers on class imbalance in object detection
- survey foreground-background imbalance methods
- research scale imbalance in object detection
- find papers on IoU distribution imbalance
- prepare a literature review on object detection imbalance
- find hard example mining papers for detection
When to choose
- researching imbalance problems in object detection
- building a related-work section on detection imbalance
- finding baselines for imbalance-aware detection methods
When to avoid
- looking for runnable code or implementations
- seeking imbalance solutions for other vision tasks like segmentation
- needing a maintained software library
Facets
learning-resource · maturity maintenance
computer-vision machine-learning documentation computer-vision machine-learning deep-learning awesome-lists object-detection paper-list class-imbalance survey taxonomy computer-vision-papers web
1 source
- readme: https://github.com/kemaloksuz/ObjectDetectionImbalance · fetched 2026-08-28 · e493fa04eb39
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| kemaloksuz/ObjectDetectionImbalance | main | 32 |
For agents
markdown · JSON · MCP: product_card(name="kemaloksuz/ObjectDetectionImbalance")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem