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Vision Transformer/Ushahidi
Rekodi ya ushahidi wa mbinu

Vision Transformer

The Vision Transformer (ViT), introduced by Dosovitskiy and colleagues in 2021, splits an image into fixed-size patches, treats those patches as a sequence, and applies the Transformer self-attention mechanism to image classification. Given enough training data, it surpasses convolutional neural networks (CNNs).

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Rekodi ya chanzo

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Vision Transformer (ViT)
Rekodi ya mbinu ya kiajenda · ml-model / deep-learning
  • Dosovitskiy, A. et al. (2021). An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale. ICLR. · URL
  • Touvron, H. et al. (2021). Training Data-Efficient Image Transformers. ICML. · URL
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Same method familyDiffusion Modelmachine-suggested · Relational suggestion, not evidence.Same method familyGenerative Adversarial Networkmachine-suggested · Relational suggestion, not evidence.Same method familyRandom Forestmachine-suggested · Relational suggestion, not evidence.Same method familySupport Vector Machinemachine-suggested · Relational suggestion, not evidence.Same method familyVariational Autoencodermachine-suggested · Relational suggestion, not evidence.

Hali ya ushahidi

Sources recorded, not reviewed

Bibliographic sources are present. Claim-level evidence review has not been performed.

Vyanzo

2 nukuu zilizorekodiwa, ziliyonakiliwa kutoka kwa rekodi ya chanzo cha mbinu.

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