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STN

  • Supervised Transformer Network for Efficient Face Detection

XX-Net config

In file data/gae_proxy/manual.ini, write:

[hosts]
.google.com = direct
scholar.googleusercontent.com = direct

gtest

concepts

  • test case
  • test
  • test fixture

note:

  • all names should not contain underscore

laptops

  • Thinkpad
    • X1 Carbon / Yoga
  • Surface Book
  • Macbook Pro

Datasets

Detection

PASCAL VOC

  • 20 classes
  • ~20k images
  • 2.4 objects/images

ILSVRC 2014

  • 200 classes
  • ~470k images
  • 1.1 objects/images

MS-COCO

  • 80 classes
  • ~120k images
  • 7.2 objects/images

NMS

see:

  • Integral Channel Features

algorithm

clj

首先狂刷OJ追求刷题数量我觉得是很不可取的...
有些题目根本没什么意思还是为了题目数去刷显然是浪费时间(LZ自己怒中一枪)...
做题目说白了也就两个用处,锻炼算法能力后者锻炼代码能力,在实际比赛中,对于中等水平的人来说,反而是后者比较重要..
要如何锻炼代码能力呢?
如果你能够达到几百行写下来随便A的程度那就OK了,
这大概一是要美化代码风格方便调试,
二是要总结一些不容易写错的手法,
其实多多写写题目的时候注意注意就能知道哪里最容易犯SB了...
写的时候认真一点就行了...
另外就是多看看别人的代码,很多写的好代码看了之后也能积累点感觉...
个人推荐Petr啊,Egor啊,rng58啊之类人的代码...
算法能力么...
其实个人觉得刷题目完全没有帮助...
多看看题目和题解积累积累感觉然后自己试着去想一想怎么做...
压根就不用写出来...

deep learning papers

speech recognition

  • Soltau, Hagen, Hank Liao, and Hasim Sak. "Neural Speech Recognizer: Acoustic-to-Word LSTM Model for Large Vocabulary Speech Recognition." arXiv preprint arXiv:1610.09975 (2016).
  • Joint CTC-attention Based End-to-end Speech Recognition Using Multi-task Learning

lmdb

to learn

  • multi-threading

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