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Synthetic Dataset Experiments
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Classroom Contents
VideoCapsuleNet - A Simplified Network for Action Detection
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- 1 Intro
- 2 Overview of Capsule Networks
- 3 Computer Graphics
- 4 Inverse Graphics
- 5 Capsules
- 6 Conventional Convolutional Layers
- 7 Convolutional Capsule Layers
- 8 Two Simplification
- 9 Capsule Pooling
- 10 Current Video Action Detection Network
- 11 VideoCapsuleNet Architecture
- 12 Encoder
- 13 VideoCapsuleNet Training
- 14 Action Localization Accuracy
- 15 Qualitative Results - Entire Videos
- 16 Effects of Capsule Masking
- 17 Ablations: Coordinate Addition
- 18 Ablations: Extra Skip Connections
- 19 Ablations: # of Convolutional Layers
- 20 Ablations: Losses and Reconstruction
- 21 Synthetic Dataset Experiments
