Methods › Computer Vision › Image Data Augmentation › Random Horizontal Flip
Random Horizontal Flip
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
RandomHorizontalFlip is a type of image data augmentation which horizontally flips a given image with a given probability.
Image Credit: Apache MXNet
Papers archive 2025-07-28
30 shown of 78, 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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Augmentations: An Insight into their Effectiveness on Convolution Neural Networks 9 May 2022 · 0 repositories · arXiv:2205.04064
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ResNeSt: Split-Attention Networks 19 Apr 2020 · 36 repositories · arXiv:2004.08955Syntology ran 8 of 48 samples · 40 unverified · 23 pointer-only (licence)
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Hit-Detector: Hierarchical Trinity Architecture Search for Object Detection 26 Mar 2020 · 1 repository · arXiv:2003.11818
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Fixing the train-test resolution discrepancy: FixEfficientNet 18 Mar 2020 · 1 repository · arXiv:2003.08237
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Revisiting the Sibling Head in Object Detector 17 Mar 2020 · 2 repositories · arXiv:2003.07540
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Improved Baselines with Momentum Contrastive Learning 9 Mar 2020 · 36 repositories · arXiv:2003.04297Syntology ran 8 of 43 samples · 35 unverified · 10 pointer-only (licence)
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MaxUp: A Simple Way to Improve Generalization of Neural Network Training 20 Feb 2020 · 1 repository · arXiv:2002.09024Syntology ran 0 of 1 samples · 1 unverified
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Harmonic Convolutional Networks based on Discrete Cosine Transform 18 Jan 2020 · 1 repository · arXiv:2001.06570Syntology ran 0 of 10 samples · 10 unverified
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Compounding the Performance Improvements of Assembled Techniques in a Convolutional Neural Network 17 Jan 2020 · 1 repository · arXiv:2001.06268Syntology ran 1 of 11 samples · 10 unverified
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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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Big Transfer (BiT): General Visual Representation Learning 24 Dec 2019 · 9 repositories · arXiv:1912.11370Syntology ran 3 of 10 samples · 7 unverified
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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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SpineNet: Learning Scale-Permuted Backbone for Recognition and Localization 10 Dec 2019 · 13 repositories · arXiv:1912.05027
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GhostNet: More Features from Cheap Operations 27 Nov 2019 · 33 repositories · arXiv:1911.11907Syntology ran 6 of 23 samples · 17 unverified · 4 pointer-only (licence)
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EfficientDet: Scalable and Efficient Object Detection 20 Nov 2019 · 64 repositories · arXiv:1911.09070Syntology ran 11 of 70 samples · 59 unverified · 3 pointer-only (licence)
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Momentum Contrast for Unsupervised Visual Representation Learning 13 Nov 2019 · 44 repositories · arXiv:1911.05722Syntology ran 26 of 42 samples · 16 unverified · 16 pointer-only (licence)
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ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks 8 Oct 2019 · 13 repositories · arXiv:1910.03151Syntology ran 1 of 8 samples · 7 unverified
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Deformable Kernels: Adapting Effective Receptive Fields for Object Deformation 7 Oct 2019 · 2 repositories · arXiv:1910.02940
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RandAugment: Practical automated data augmentation with a reduced search space 30 Sep 2019 · 19 repositories · arXiv:1909.13719Syntology ran 58 of 65 samples · 7 unverified · 17 pointer-only (licence)
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CBNet: A Novel Composite Backbone Network Architecture for Object Detection 9 Sep 2019 · 6 repositories · arXiv:1909.03625Syntology ran 0 of 4 samples · 4 unverified · 1 pointer-only (licence)
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Attentive Normalization 4 Aug 2019 · 2 repositories · arXiv:1908.01259
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Compact Global Descriptor for Neural Networks 23 Jul 2019 · 1 repository · arXiv:1907.09665
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Learning Data Augmentation Strategies for Object Detection 26 Jun 2019 · 6 repositories · arXiv:1906.11172Syntology ran 3 of 3 samples · 0 unverified · 3 pointer-only (licence)
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Densely Connected Search Space for More Flexible Neural Architecture Search 23 Jun 2019 · 1 repository · arXiv:1906.09607Syntology ran 2 of 2 samples · 0 unverified
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Fixing the train-test resolution discrepancy 14 Jun 2019 · 3 repositories · arXiv:1906.06423Syntology ran 0 of 2 samples · 2 unverified · 2 pointer-only (licence)
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Contrastive Multiview Coding 13 Jun 2019 · 8 repositories · arXiv:1906.05849Syntology ran 3 of 4 samples · 1 unverified · 1 pointer-only (licence)
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Spatial Group-wise Enhance: Improving Semantic Feature Learning in Convolutional Networks 23 May 2019 · 3 repositories · arXiv:1905.09646Syntology ran 2 of 4 samples · 2 unverified · 4 pointer-only (licence)
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Data-Efficient Image Recognition with Contrastive Predictive Coding 22 May 2019 · 4 repositories · arXiv:1905.09272Syntology ran 2 of 2 samples · 0 unverified · 2 pointer-only (licence)
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Searching for MobileNetV3 6 May 2019 · 67 repositories · arXiv:1905.02244Syntology ran 58 of 105 samples · 47 unverified · 46 pointer-only (licence)
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GCNet: Non-local Networks Meet Squeeze-Excitation Networks and Beyond 25 Apr 2019 · 9 repositories · arXiv:1904.11492
Tasks archive 2025-07-28
20 shown of 83 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