Echo
  • Echo Docs
  • Installation
  • echoai.activation
    • Activation Functions
    • PyTorch
    • TensorFlow
    • MegEngine
    • Snippets
  • echoai.Attention
    • CV
      • PyTorch
      • TensorFlow
      • MegEngine
    • NLP
      • PyTorch
      • TensorFlow
      • MegEngine
    • Snippets
  • echoAI.optim
    • Optimizers
    • PyTorch
    • TensorFlow
    • MegEngine
    • Snippets
  • Examples
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  1. echoai.Attention

CV

This page contains the list of all attention models and non-local layers for computer vision available in Echo.

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Last updated 4 years ago

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Echo contains implementation for following attention mechanisms for Computer Vision (✅ - implemented functions, 🕑 - functions to be implemented soon, ⬜ - function is implemented in the original deep learning package):

#

Function

PyTorch

TensorFlow

MegEngine

1

✅

🕑

🕑

2

✅

✅

🕑

3

🕑

🕑

🕑

4

✅

🕑

🕑

Triplet Attention
CBAM
BAM
SE