Fast R-CNN: Everything you need to know from the paper
Fast R-CNN paper explanation.
Paper link: https://arxiv.org/abs/1504.08083?so
Table of content:
00:00 R-CNN Recap
01:23 Fast R-CNN Idea
04:33 RoI Pooling
07:17 Model transformation
10:22 Mini-batch sampling
12:22 Multi-task Loss
17:50 Scale Invariance
19:48 Faster Detection (Inference)
21:36 Singular Value Decomposition (SVD)
27:43 Truncated SVD
31:15 SVD In practice
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