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kaggle_diabetic-master
A commented bash script to generate our final 2nd place solution can be found in make_kaggle_solution.sh.
Running all the commands sequentially will probably take 7 - 10 days on recent consumer grade hardware. If you have multiple GPUs you can speed things up by doing training and feature extraction for the two networks in parallel. However, due to the computationally heavy data augmentation it may be far less than twice as fast especially when working with 512x512 pixel input images.
You can also obtain a quadratic weighted kappa score of 0.839 on the private leaderboard by just training the 4x4 kernel networks and by performing only 20 feature extraction iterations with the weights that gave you the best MSE validation scores during training. The entire ensemble only achieves a slightly higher score of 0.845.
- 2019-05-11 15:31:21下载
- 积分:1
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zifufengeyushibie
车牌识别系统中的字符分割与识别 硕士论文 很有帮助(License Plate Recognition System Character Segmentation and Recognition of Master' s thesis helpful)
- 2009-05-05 14:49:44下载
- 积分:1
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OV7670DATASHEET
OV7670数据手册OV7670数据手册OV7670数据手册(OV7670 datasheet OV7670 datasheet OV7670 Data Sheet)
- 2021-03-04 16:59:32下载
- 积分:1
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PowerSystemStabilityAndControl
《电力系统稳定与控制》的影印版,作者是加拿大不列颠哥伦比亚省电力技术实验室公司的总裁及首席执行官Prabha Kundur( Power System Stability and Control, the author of the Canadian Columbia Electric Power Technology Laboratory Company President and Chief Executive Officer Prabha Kundur)
- 2017-03-24 10:45:31下载
- 积分:1
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Python在ABAQUS应用源代码_chapter0-3
说明: 是《Python语言在ABAQUS中的应用》书中源码,可以为学习Python和ABAQUS的同学提供很好的资料。(Is "Python language in ABAQUS application" book source code, can provide python and ABAQUS students very good information.)
- 2020-07-24 18:39:28下载
- 积分:1
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zendframework20090624141334
zendframework入门指南 中文版(zendframework)
- 2009-06-24 14:16:28下载
- 积分:1
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CD4052
详细介绍了CD4052的工作原理和应用,本手册无任何密码。请大家一起进行探讨。(CD4052 details of the working principle and applications, the manual without any password. Let us join hands to explore.)
- 2006-08-01 11:23:59下载
- 积分:1
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FastBEM
关于最新的边界元快速算法的专著,提出了一种代数方法来加快边界元方程组的求解。值得一看。(Boundary Element Methods (BEM) play an important role in modern numer-
ical computations in the applied and engineering sciences. Such algorithms are
often more convenient than the traditional Finite Element Method (FEM),
since the corresponding equations are formulated on the boundary, and, there-
fore, a signifi cant reduction of dimensionality takes place. Especially when the
physical description of the problem leads to an unbounded domain, traditional
methods like FEM become unalluring)
- 2009-12-03 18:21:48下载
- 积分:1
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QT4
QT4的中文参考手册,chm格式的,从实例讲,简明易懂(QT4 Chinese reference manual, chm format, from the examples of speaking, concise and understandable)
- 2020-07-16 20:48:49下载
- 积分:1
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ginger
python flask advance
- 2019-03-15 10:02:35下载
- 积分:1