Paperspace/DataAugmentationForObjectDetection
Data Augmentation For Object Detection observed · 2026-08-28
Health v2 · maintenance only
32/100
- Activity 0
- Release rhythm 35
- Longevity 100
Flags: no_releases
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.
- gap_med: n/a
- age_days: 2914
- days_rel: n/a
- days_push: 2332
- n_releases_24m: 0
Adoption not part of the score
1156 stars · 313 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded
A Python library implementing data augmentation transforms (flipping, scaling, rotation, shearing, translation, resizing) that adjust both images and bounding boxes for object detection training. It accompanies a Paperspace tutorial series and is written as Jupyter Notebook code with OpenCV and NumPy.
Use cases
- augment images with bounding boxes for object detection training
- flip images and adjust bounding box coordinates
- rotate or shear images while keeping boxes valid
- expand a small object detection dataset
- learn how image augmentation works for detection tasks
When to avoid
- you need a production-grade, actively maintained augmentation pipeline
- you need segmentation masks, keypoints, or GPU-accelerated augmentation
- you want broad transform coverage like albumentations
Facets
library · maturity maintenance
image-processing machine-learning data-science computer-vision deep-learning machine-learning python data-augmentation object-detection bounding-boxes opencv tutorial-code
6 sources
- readme: https://github.com/Paperspace/DataAugmentationForObjectDetection · fetched 2026-08-28 · ede9bec787d3
- homepage: https://blog.paperspace.com/data-augmentation-for-bounding-boxes/ · fetched 2026-08-29 · 21a17df104d7
- site_page: https://docs.paperspace.com/ · fetched 2026-08-29 · a5b08c40101f
- site_page: https://www.paperspace.com/about · fetched 2026-08-29 · a494c98640cf
- site_page: https://www.paperspace.com/pricing · fetched 2026-08-29 · c3cd7dfd10cc
- site_page: https://updates.paperspace.com/ · fetched 2026-08-29 · 239e2109c803
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| Paperspace/DataAugmentationForObjectDetection | main | 32 |
For agents
markdown · JSON · MCP: product_card(name="Paperspace/DataAugmentationForObjectDetection")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem