From 61fde73e374b222477777ad927aba5352db073cc Mon Sep 17 00:00:00 2001 From: Lex Toumbourou Date: Fri, 20 May 2022 08:59:36 +1000 Subject: [PATCH] Fix requirements and minor tidy. --- notes/reference/papers/arcface-paper.md | 4 ++-- requirements.txt | 4 ++-- 2 files changed, 4 insertions(+), 4 deletions(-) diff --git a/notes/reference/papers/arcface-paper.md b/notes/reference/papers/arcface-paper.md index d37650d7..d7a54551 100644 --- a/notes/reference/papers/arcface-paper.md +++ b/notes/reference/papers/arcface-paper.md @@ -10,9 +10,9 @@ These are my notes from the paper [ArcFace: Additive Angular Margin Loss for Dee ## Abstract -The main challenge for large-scale face recognition is designing a loss function with strong discriminative power. +They key to face recognition is a loss function with strong discriminative power. -[Centre loss](https://arxiv.org/abs/1707.07391) penalizes distance between features and corresponding class centers to achieve "compactness" within the class. +[Centre loss](https://arxiv.org/abs/1707.07391) penalizes the distance between features and a set of learned class centers. [SphereFace](https://arxiv.org/abs/1704.08063) lets the linear transformation matrix in the last fully-connected layer represent class-center and penalizes the angle between deep features and their corresponding weights. diff --git a/requirements.txt b/requirements.txt index 9d1080d6..8c835fd1 100644 --- a/requirements.txt +++ b/requirements.txt @@ -1,8 +1,8 @@ pelican==4.6.0 pelican-cite==1.1.1 Markdown==3.3.4 -git+git://github.com/lextoumbourou/pelican-frontmark.git -git+git://github.com/lextoumbourou/pelican-jupyter.git +git+https://github.com/lextoumbourou/pelican-frontmark.git +git+https://github.com/lextoumbourou/pelican-jupyter.git nbconvert==5.6.0 notebook==5.6.0 pelican-katex==1.6.1