| # Start at L:31 | 從31行開始 | |
| import numpy as np | |
| import random | |
| def p2f(x): | |
| return float(x.strip('%'))/100 | |
| def text_to_num(text, bad_data_val = 0, ws_price=75000000): | |
| #text = np.array([ list(word) for word in text ]) | |
| d = { |
| class Node: | |
| def __init__(self, data): | |
| self.data = data | |
| self.nextNode = None | |
| def makeLinkedList(): | |
| head = Node(10) | |
| node = head | |
| for i in range(9,0,-1): |
| import numpy as np | |
| import glob | |
| import xml.etree.ElementTree as ET | |
| import numpy as np | |
| # the final result is in './k_means_anchor' | |
| path_to_dataset = "/data1000G/steven/ML_PLATE/data/train/labels_voc/" | |
| CLUSTERS = 9 | |
| HEIGHT = 240 |
| import xml.etree.ElementTree as ET | |
| import os | |
| from os import listdir | |
| from os.path import join | |
| import random | |
| path_to_dataset = '/data1000G/steven/lpDataSet/AOLP/all_train_sets/' | |
| # images are at path_to_dataset + '/images/' | |
| # the voc labels are at path_to_dataset + '/labels_voc/' | |
| # the filename of images and labels should be exactly same. |
| def rotate_and_shear_image(im, angle=30, x_shear=.7, y_shear=.7): | |
| """ | |
| Rotates an image (angle in degrees) and expands image to avoid cropping | |
| change from https://stackoverflow.com/a/51109152 | |
| """ | |
| #print(im.shape) | |
| height, width = im.shape[:2] # image shape has 3 dimensions | |
| image_center = (width/2, height/2) # getRotationMatrix2D needs coordinates in reverse order (width, height) compared to shape | |
| rotation_im = cv2.getRotationMatrix2D(image_center, angle, 1.) |
Picking the right architecture = Picking the right battles + Managing trade-offs
| #!/bin/bash | |
| # | |
| # DESCRIPTION: | |
| # | |
| # Set the bash prompt according to: | |
| # * the active conda and the enviroment | |
| # * the branch/status of the current git repository | |
| # * the return value of the previous command | |
| # * the fact you just came from Windows and are used to having newlines in | |
| # your prompts. |
| #!/bin/bash | |
| # | |
| # DESCRIPTION: | |
| # | |
| # Set the bash prompt according to: | |
| # * the active virtualenv | |
| # * the branch/status of the current git repository | |
| # * the return value of the previous command | |
| # * the fact you just came from Windows and are used to having newlines in | |
| # your prompts. |
| {"behaviour":{"animations":true,"blacklist":[],"closeTimeout":"1","contextmenu":true,"dirAccordion":false,"dirOpenDuration":"0.5","dndOpen":true,"linkAction":"current","newTab":"foreground","newTabPosition":"afterCurrent","openAction":"mousedown","openChildrenWarnLimit":"10","openDelay":"0","preventPageScroll":false,"preventWindowed":false,"rememberState":"openStatesAndPos","reopenSidebar":false,"scrollBarHide":"1.5","sidebarPosition":"left","toggleArea":{"height":"50","top":"25","width":"9","widthWindowed":"9"},"tooltipContent":"all","tooltipDelay":"1","visibility":"always","whitelist":[]},"appearance":{"darkMode":true,"highContrast":false,"showBookmarkIcons":true,"showDirectoryIcons":true,"showIndicator":true,"showIndicatorIcon":true,"styles":{"bookmarksDirColor":"#c8c8c8","bookmarksDirIcon":"dir-1","bookmarksDirIndentation":"25px","bookmarksFontSize":"14px","bookmarksHorizontalPadding":"16px","bookmarksIconSize":"16px","bookmarksLineHeight":"38px","colorScheme":"#1f4d80","directoriesIconSize":"16px","fontF |
| """ | |
| reference from https://gist.github.com/autosquid/66acc22b3798b36aea0a | |
| example yaml file: | |
| %YAML:1.0 | |
| --- | |
| camera_matrix: !!opencv-matrix | |
| rows: 3 | |
| cols: 3 |