Methods › Computer Vision › Image Data Augmentation › Image Scale Augmentation

Image Scale Augmentation

9 papers tagged archive 2025-07-28

archive 2025-07-28 Description, source and code snippet are the archive's method entry.

Image Scale Augmentation is an augmentation technique where we randomly pick the short size of a image within a dimension range. One use case of this augmentation technique is in object detectiont asks.

Papers archive 2025-07-28

9 shown of 9, newest first. Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code; it is per sample and not a correctness claim.

Cross-Database Liveness Detection: Insights from Comparative Biometric Analysis
29 Jan 2024 · 4 repositories · arXiv:2401.16232
AugStatic - A Light-Weight Image Augmentation Library
1 May 2022 · 1 repository
Improving Model Performance and Removing the Class Imbalance Problem Using Augmentation
1 May 2022 · 0 repositories
Detectron2 Object Detection & Manipulating Images using Cartoonization
1 Aug 2021 · 2 repositories
A Comparative Study on Efficiencies of Variants of Convolutional Neural Networks based on Image Classification Task
15 Oct 2020 · 1 repository
SpinalNet: Deep Neural Network with Gradual Input
7 Jul 2020 · 3 repositories · arXiv:2007.03347
ResNeSt: Split-Attention Networks
19 Apr 2020 · 36 repositories · arXiv:2004.08955

Syntology ran 8 of 48 samples · 40 unverified · 23 pointer-only (licence)
EfficientDet: Scalable and Efficient Object Detection
20 Nov 2019 · 64 repositories · arXiv:1911.09070

Syntology ran 11 of 70 samples · 59 unverified · 3 pointer-only (licence)
Learning Data Augmentation Strategies for Object Detection
26 Jun 2019 · 6 repositories · arXiv:1906.11172

Syntology ran 3 of 3 samples · 0 unverified · 3 pointer-only (licence)

Tasks archive 2025-07-28

20 shown of 36 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.

Task	Papers
Image Classification	7
Image Augmentation	5
Object Detection	4
Classification	3
Data Augmentation	3
Data Visualization	3
Image Manipulation	3
Object	3
image-classification	3
Detecting Image Manipulation	2
Image Cropping	2
Image Denoising	2
Image Generation	2
Image Manipulation Detection	2
Image Matting	2
Image Morphing	2
Image Stitching	2
Image-Variation	2
Instance Segmentation	2
Panoptic Segmentation	2

Usage over time archive 2025-07-28

Papers per year the archive tags with this method, by the paper's archive date (9 dated). Bars are counts, not a trend claim.

Components: the archive holds no method-to-method composition, so PwC's Components table cannot be rebuilt; the Papers list carries no Results column for the same reason (the archive does not join its leaderboard rows to method tags).

Categories archive 2025-07-28

Image Data Augmentation

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