Methods › Computer Vision › Image Data Augmentation › Random Scaling
Random Scaling
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
Random Scaling is a type of image data augmentation in which we randomly change the scale of the image within a specified range.
The Albumentations library has generalization of the RandomScaling called Affine
Affine transform allows randomly scale as RandomScaling, but you may also randomly rotate, translate, and shear.
Papers archive 2025-07-28
13 shown of 13, 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.
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Online Statistical Inference of Constrained Stochastic Optimization via Random Scaling 23 May 2025 · 0 repositories · arXiv:2505.18327
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Asymptotic Analysis of Sample-averaged Q-learning 14 Oct 2024 · 0 repositories · arXiv:2410.10737
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Efficient Point Cloud Classification via Offline Distillation Framework and Negative-Weight Self-Distillation Technique 3 Sep 2024 · 0 repositories · arXiv:2409.02020
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Counting Like Human: Anthropoid Crowd Counting on Modeling the Similarity of Objects 2 Dec 2022 · 0 repositories · arXiv:2212.02248
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Learning to Disentangle Scenes for Person Re-identification 10 Nov 2021 · 1 repository · arXiv:2111.05476
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Statistical Estimation and Inference via Local SGD in Federated Learning 3 Sep 2021 · 0 repositories · arXiv:2109.01326
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MatrixNets: A New Scale and Aspect Ratio Aware Architecture for Object Detection 9 Jan 2020 · 1 repository · arXiv:2001.03194
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PointRend: Image Segmentation as Rendering 17 Dec 2019 · 14 repositories · arXiv:1912.08193Syntology ran 5 of 18 samples · 13 unverified
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Bottom-up Object Detection by Grouping Extreme and Center Points 23 Jan 2019 · 2 repositories · arXiv:1901.08043Syntology ran 1 of 5 samples · 4 unverified
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Panoptic Feature Pyramid Networks 8 Jan 2019 · 12 repositories · arXiv:1901.02446Syntology ran 7 of 12 samples · 5 unverified
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ESPNet: Efficient Spatial Pyramid of Dilated Convolutions for Semantic Segmentation 19 Mar 2018 · 8 repositories · arXiv:1803.06815Syntology ran 4 of 10 samples · 6 unverified
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Rethinking Atrous Convolution for Semantic Image Segmentation 17 Jun 2017 · 77 repositories · arXiv:1706.05587Syntology ran 3 of 7 samples · 4 unverified · 3 pointer-only (licence)
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DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs 2 Jun 2016 · 47 repositories · arXiv:1606.00915Syntology ran 28 of 63 samples · 35 unverified · 16 pointer-only (licence)
Tasks archive 2025-07-28
20 shown of 27 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.
Usage over time archive 2025-07-28
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
Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections