2017년 9월 19일 화요일

Project2_2_Flying_Drone_with_PID_Control

*Goal
1.Simulation by PID control
2.Flash code into drone and fly

*Due
9/20 11:53am ~ 9/22 11:53am

*Steps
1. Study Class
2. Simulate PID Control
3. Study Current Code
4. Fly drone
5. Try control drone with different weights

Project2_1_Get_Current_Angles

*Goal
1. Get Current Angles
2. Organize codes in Class

*Due
~9/19

2017년 9월 18일 월요일

Python Function & Class

1.Function

Input Value --> Function --> Return Value

https://wikidocs.net/28

2017년 9월 17일 일요일

Project3_1_ResNet_Transfer_Learning

*Goal
Training accuracy 80% for each Label

*Due
9/18~9/20

*Q&A
1.download pretrained net
Q
AttributeError: module 'urllib' has no attribute 'urlretrieve'
 
A 
From Python3 urllib module has been split into several modules. 
import urllib.request
data = urllib.request.urlretrieve("http://...") 
 
2.DATA Set Link
http://people.idsia.ch/~guzzi/DataSet.html

3.Logits meaning
 A.
loss_function = tf.nn.softmax_cross_entropy_with_logits(
     logits = last_layer,
     labels = target_output
)
 

Logit is a function that maps probabilities ([0, 1]) to R ((-inf, inf))
enter image description here
Probability of 0.5 corresponds to a logit of 0. Negative logit correspond to probabilities less than 0.5, positive to > 0.5.
(https://stackoverflow.com/questions/41455101/what-is-the-meaning-of-the-word-logits-in-tensorflow)
 
 
4.ResourceExhaustedError
 
5.list index error
>>> a = [1,2,3]
>>> a[4]
Traceback (most recent call last):
  File "<stdin>", line 1, in <module>
IndexError: list index out of range
 
 
 
 
Reference 
https://github.com/tensorflow/models/tree/master/slim

https://github.com/sjchoi86/advanced-tensorflow/blob/master/cam/pretrain_usage.ipynb


https://kakalabblog.wordpress.com/2017/04/03/softmax-%ec%a0%95%eb%a6%ac/
 

AED를 관제탑 제어와 함께 Event 발생지역에 배송

관련사이트

1.심정지 환자 발생빈도
http://www.kormedi.com/news/article/1190934_2892.html

2.가정에서 55%
http://www.kormedi.com/news/article/1190934_2892.html