From 23d94e4846bf4ec13069703a28b1d776f4bbe44f Mon Sep 17 00:00:00 2001
From: Edmond Yoo <hj3yoo@uwaterloo.ca>
Date: Sat, 13 Oct 2018 18:49:47 +0000
Subject: [PATCH] Cleaning & commenting #3 - refactoring constants to Config class
---
/dev/null | 23286 -----------------------------------------------------------
test_file/test2.mp4 | 0
config.py | 27
resize_images.py | 7
fetch_data.py | 36
setup_train.py | 11
transform_data.py | 43
generate_data.py | 24
opencv_dnn.py | 14
test_file/frilly_0007.jpg | 0
10 files changed, 88 insertions(+), 23,360 deletions(-)
diff --git a/config.py b/config.py
new file mode 100644
index 0000000..0e77db2
--- /dev/null
+++ b/config.py
@@ -0,0 +1,27 @@
+import os
+
+
+class Config:
+ # List of all black-bordered cards printed from 8th edition and onwards (8ed and 9ed are white-bordered)
+ # Core & expansion sets with 2003 frame
+ set_2003_list = ['mrd', 'dst', '5dn', 'chk', 'bok', 'sok', 'rav', 'gpt', 'dis', 'csp', 'tsp', 'plc', 'fut', '10e',
+ 'lrw', 'mor', 'shm', 'eve', 'ala', 'con', 'arb', 'm10', 'zen', 'wwk', 'roe', 'm11', 'som', 'mbs',
+ 'nph', 'm12', 'isd', 'dka', 'avr', 'm13', 'rtr', 'gtc', 'dgm', 'm14', 'ths', 'bng', 'jou']
+ # Core & expansion sets with 2015 frame
+ set_2015_list = ['m15', 'ktk', 'frf', 'dtk', 'bfz', 'ogw', 'soi', 'emn', 'kld', 'aer', 'akh', 'hou', 'xln', 'rix',
+ 'dom']
+ # Box sets
+ set_box_list = ['evg', 'drb', 'dd2', 'ddc', 'td0', 'v09', 'ddd', 'h09', 'dde', 'dpa', 'v10', 'ddf', 'td0', 'pd2',
+ 'ddg',
+ 'cmd', 'v11', 'ddh', 'pd3', 'ddi', 'v12', 'ddj', 'cm1', 'td2', 'ddk', 'v13', 'ddl', 'c13', 'ddm',
+ 'md1',
+ 'v14', 'ddn', 'c14', 'ddo', 'v15', 'ddp', 'c15', 'ddq', 'v16', 'ddr', 'c16', 'pca', 'dds', 'cma',
+ 'c17',
+ 'ddt', 'v17', 'ddu', 'cm2', 'ss1', 'gs1', 'c18']
+ # Supplemental sets
+ set_sup_list = ['hop', 'arc', 'pc2', 'cns', 'cn2', 'e01', 'e02', 'bbd']
+ all_set_list = set_2003_list #+ set_2015_list + set_box_list + set_sup_list
+
+ card_mask_path = os.path.abspath('data/mask.png')
+ data_dir = os.path.abspath('/media/win10/data')
+ darknet_dir = os.path.abspath('.')
\ No newline at end of file
diff --git a/fetch_data.py b/fetch_data.py
index 4f36181..00bf592 100644
--- a/fetch_data.py
+++ b/fetch_data.py
@@ -1,35 +1,17 @@
-from urllib import request, error
import ast
import json
+import os
import pandas as pd
import re
-import os
-import transform_data
+from urllib import request, error
+
+from config import Config
"""
Note: All codes in this file realies on Scryfall API to aggregate card database and their images.
Scryfall API doc is available at: https://scryfall.com/docs/api
"""
-# List of all black-bordered cards printed from 8th edition and onwards (8ed and 9ed are white-bordered)
-# Core & expansion sets with 2003 frame
-set_2003_list = ['mrd', 'dst', '5dn', 'chk', 'bok', 'sok', 'rav', 'gpt', 'dis', 'csp', 'tsp', 'plc', 'fut', '10e',
- 'lrw', 'mor', 'shm', 'eve', 'ala', 'con', 'arb', 'm10', 'zen', 'wwk', 'roe', 'm11', 'som', 'mbs',
- 'nph', 'm12', 'isd', 'dka', 'avr', 'm13', 'rtr', 'gtc', 'dgm', 'm14', 'ths', 'bng', 'jou']
-# Core & expansion sets with 2015 frame
-set_2015_list = ['m15', 'ktk', 'frf', 'dtk', 'bfz', 'ogw', 'soi', 'emn', 'kld', 'aer', 'akh', 'hou', 'xln', 'rix', 'dom']
-
-# Box sets
-set_box_list = ['evg', 'drb', 'dd2', 'ddc', 'td0', 'v09', 'ddd', 'h09', 'dde', 'dpa', 'v10', 'ddf', 'td0', 'pd2', 'ddg',
- 'cmd', 'v11', 'ddh', 'pd3', 'ddi', 'v12', 'ddj', 'cm1', 'td2', 'ddk', 'v13', 'ddl', 'c13', 'ddm', 'md1',
- 'v14', 'ddn', 'c14', 'ddo', 'v15', 'ddp', 'c15', 'ddq', 'v16', 'ddr', 'c16', 'pca', 'dds', 'cma', 'c17',
- 'ddt', 'v17', 'ddu', 'cm2', 'ss1', 'gs1', 'c18']
-
-# Supplemental sets
-set_sup_list = ['hop', 'arc', 'pc2', 'cns', 'cn2', 'e01', 'e02', 'bbd']
-
-all_set_list = set_2003_list
-
def fetch_all_cards_text(url='https://api.scryfall.com/cards/search?q=layout:normal+format:modern+lang:en+frame:2003',
csv_name=None):
@@ -113,7 +95,7 @@
:return:
"""
if out_dir is None:
- out_dir = '%s/card_img/%s/%s' % (transform_data.data_dir, size, row['set'])
+ out_dir = '%s/card_img/%s/%s' % (Config.data_dir, size, row['set'])
if not os.path.exists(out_dir):
os.makedirs(out_dir)
@@ -145,8 +127,8 @@
def main():
# Query card data by each set, then merge them together
- for set_name in all_set_list:
- csv_name = '%s/csv/%s.csv' % (transform_data.data_dir, set_name)
+ for set_name in Config.all_set_list:
+ csv_name = '%s/csv/%s.csv' % (Config.data_dir, set_name)
print(csv_name)
if not os.path.isfile(csv_name):
df = fetch_all_cards_text(url='https://api.scryfall.com/cards/search?q=set:%s+lang:en' % set_name,
@@ -154,10 +136,10 @@
else:
df = load_all_cards_text(csv_name)
df.sort_values('collector_number')
- fetch_all_cards_image(df, out_dir='%s/card_img/png/%s' % (transform_data.data_dir, set_name))
+ fetch_all_cards_image(df, out_dir='%s/card_img/png/%s' % (Config.data_dir, set_name))
#df = fetch_all_cards_text(url='https://api.scryfall.com/cards/search?q=layout:normal+lang:en+frame:2003',
- # csv_name='data/csv/all.csv')
+ # csv_name='%s/csv/all.csv' % Config.data_dir)
return
diff --git a/generate_data.py b/generate_data.py
index c283b97..4131410 100644
--- a/generate_data.py
+++ b/generate_data.py
@@ -1,16 +1,18 @@
-from glob import glob
-import matplotlib.pyplot as plt
-import matplotlib.image as mpimage
-import pickle
-import math
-import random
-import os
import cv2
import fetch_data
+from glob import glob
+import math
+import matplotlib.pyplot as plt
+import matplotlib.image as mpimage
import numpy as np
+import os
import pandas as pd
+import pickle
+import random
import transform_data
+from config import Config
+
class Backgrounds:
"""
@@ -96,8 +98,8 @@
#bg.get_random(display=True)
card_pool = pd.DataFrame()
- for set_name in fetch_data.all_set_list:
- df = fetch_data.load_all_cards_text('data/csv/%s.csv' % set_name)
+ for set_name in Config.all_set_list:
+ df = fetch_data.load_all_cards_text('%s/csv/%s.csv' % (Config.data_dir, set_name))
#for _ in range(3):
# card_info = df.iloc[random.randint(0, df.shape[0] - 1)]
# # Currently ignoring planeswalker cards due to their different card layout
@@ -119,8 +121,8 @@
'''
for _, card_info in card_pool.iterrows():
- img_name = '../usb/data/png/%s/%s_%s.png' % (card_info['set'], card_info['collector_number'],
- fetch_data.get_valid_filename(card_info['name']))
+ img_name = '%s/card_img/png/%s/%s_%s.png' % (Config.data_dir, card_info['set'], card_info['collector_number'],
+ fetch_data.get_valid_filename(card_info['name']))
print(img_name)
card_img = cv2.imread(img_name)
if card_img is None:
diff --git a/opencv_dnn.py b/opencv_dnn.py
index 44503ef..9f83caa 100644
--- a/opencv_dnn.py
+++ b/opencv_dnn.py
@@ -9,8 +9,8 @@
from PIL import Image
import time
+from config import Config
import fetch_data
-import transform_data
"""
@@ -54,7 +54,7 @@
for card_name in card_names:
# Fetch the image - name can be found based on the card's information
card_info['name'] = card_name
- img_name = '%s/card_img/png/%s/%s_%s.png' % (transform_data.data_dir, card_info['set'],
+ img_name = '%s/card_img/png/%s/%s_%s.png' % (Config.data_dir, card_info['set'],
card_info['collector_number'],
fetch_data.get_valid_filename(card_info['name']))
card_img = cv2.imread(img_name)
@@ -62,7 +62,7 @@
# If the image doesn't exist, download it from the URL
if card_img is None:
fetch_data.fetch_card_image(card_info,
- out_dir='%s/card_img/png/%s' % (transform_data.data_dir, card_info['set']))
+ out_dir='%s/card_img/png/%s' % (Config.data_dir, card_info['set']))
card_img = cv2.imread(img_name)
if card_img is None:
print('WARNING: card %s is not found!' % img_name)
@@ -284,7 +284,7 @@
# Find the contour
_, cnts, hier = cv2.findContours(img_erode, cv2.RETR_TREE, cv2.CHAIN_APPROX_SIMPLE)
if len(cnts) == 0:
- print('no contours')
+ #print('no contours')
return []
# The hierarchy from cv2.findContours() is similar to a tree: each node has an access to the parent, the first child
@@ -343,7 +343,7 @@
card_set = key[key.find('(') + 1:key.find(')')]
confidence = sum(val) / f_len
card_info = card_pool[(card_pool['name'] == card_name) & (card_pool['set'] == card_set)].iloc[0]
- img_name = '%s/card_img/tiny/%s/%s_%s.png' % (transform_data.data_dir, card_info['set'],
+ img_name = '%s/card_img/tiny/%s/%s_%s.png' % (Config.data_dir, card_info['set'],
card_info['collector_number'],
fetch_data.get_valid_filename(card_info['name']))
# If the card image is not found, just leave it blank
@@ -542,8 +542,8 @@
else:
# Merge database for all cards, then calculate pHash values of each, store them
df_list = []
- for set_name in fetch_data.all_set_list:
- csv_name = '%s/csv/%s.csv' % (transform_data.data_dir, set_name)
+ for set_name in Config.all_set_list:
+ csv_name = '%s/csv/%s.csv' % (Config.data_dir, set_name)
df = fetch_data.load_all_cards_text(csv_name)
df_list.append(df)
card_pool = pd.concat(df_list, sort=True)
diff --git a/resize_images.py b/resize_images.py
index f827323..7907056 100644
--- a/resize_images.py
+++ b/resize_images.py
@@ -1,11 +1,12 @@
-from transform_data import data_dir
-from glob import glob
import cv2
+from glob import glob
import os
+from config import Config
+
card_size = (63, 88)
-for subdir in glob(data_dir + "/card_img/png/*"):
+for subdir in glob(Config.data_dir + "/card_img/png/*"):
split = subdir.split('/')
split[-2] = 'tiny'
dir_out = '/'.join(split)
diff --git a/setup_train.py b/setup_train.py
index cbbb6a7..27005c5 100644
--- a/setup_train.py
+++ b/setup_train.py
@@ -1,13 +1,14 @@
-import os
from glob import glob
+import os
import random
-import transform_data
+
+from config import Config
def main():
random.seed()
data_list = []
- for subdir in glob('%s/train/*_update' % transform_data.data_dir):
+ for subdir in glob('%s/train/*_update' % Config.data_dir):
for data in glob(subdir + "/*.jpg"):
data_list.append(os.path.abspath(data))
random.shuffle(data_list)
@@ -15,10 +16,10 @@
test_ratio = 0.1
test_list = data_list[:int(test_ratio * len(data_list))]
train_list = data_list[int(test_ratio * len(data_list)):]
- with open('%s/train.txt' % transform_data.darknet_dir, 'w') as train_txt:
+ with open('%s/train.txt' % Config.darknet_dir, 'w') as train_txt:
for data in train_list:
train_txt.write(data + '\n')
- with open('%s/test.txt' % transform_data.darknet_dir, 'w') as test_txt:
+ with open('%s/test.txt' % Config.darknet_dir, 'w') as test_txt:
for data in test_list:
test_txt.write(data + '\n')
return
diff --git a/test_10.txt b/test_10.txt
deleted file mode 100644
index aba07f9..0000000
--- a/test_10.txt
+++ /dev/null
@@ -1,2587 +0,0 @@
-/media/win10/data/train/horizontal_span_10/rtr35_bfz257_m1068__0.jpg
-/media/win10/data/train/non_obstructive_10/rtr172_rtr35_rtr247_all28_0.jpg
-/media/win10/data/train/horizontal_span_10/bfz257_ulg32_all28_rtr172_0.jpg
-/media/win10/data/train/non_obstructive_10/all28_cmd261_rtr172_rtr35_m1068_0.jpg
-/media/win10/data/train/vertical_span_10/bfz257_ulg32_bfz267_cmd261_0.jpg
-/media/win10/data/train/horizontal_span_10/bfz257_cmd261_rtr247_ulg32_0.jpg
-/media/win10/data/train/non_obstructive_10/isd78_rtr247_ulg32_bfz257_0.jpg
-/media/win10/data/train/non_obstructive_10/isd78_bfz257_all28_0.jpg
-/media/win10/data/train/vertical_span_10/rtr35_rtr247_rtr172_ulg32_isd78_0.jpg
-/media/win10/data/train/vertical_span_10/cmd261_rtr35_isd78_bfz267_0.jpg
-/media/win10/data/train/vertical_span_10/all28_rtr35__0.jpg
-/media/win10/data/train/horizontal_span_10/rtr172_isd78_bfz267_rtr35_0.jpg
-/media/win10/data/train/non_obstructive_10/isd78_rtr172_cmd261_m1068_rtr247_0.jpg
-/media/win10/data/train/vertical_span_10/isd78_cmd261_rtr247_ulg32_all28_0.jpg
-/media/win10/data/train/non_obstructive_10/all28_rtr35_rtr247_bfz257_bfz267_0.jpg
-/media/win10/data/train/vertical_span_10/bfz267_ulg32_rtr247_m1068__0.jpg
-/media/win10/data/train/vertical_span_10/rtr172_cmd261_isd78_rtr247_rtr35_0.jpg
-/media/win10/data/train/horizontal_span_10/rtr247_bfz267_rtr35_all28_isd78_0.jpg
-/media/win10/data/train/non_obstructive_10/bfz257_rtr247_all28_ulg32_m1068_0.jpg
-/media/win10/data/train/horizontal_span_10/all28_cmd261_bfz267_rtr247_0.jpg
-/media/win10/data/train/non_obstructive_10/rtr35_rtr172_bfz257_cmd261_0.jpg
-/media/win10/data/train/horizontal_span_10/cmd261_isd78_rtr35_ulg32_0.jpg
-/media/win10/data/train/non_obstructive_10/rtr247_rtr35_cmd261_bfz267_bfz257_0.jpg
-/media/win10/data/train/horizontal_span_10/rtr172_all28_rtr35_isd78_ulg32_0.jpg
-/media/win10/data/train/vertical_span_10/bfz267_rtr35_isd78_m1068_0.jpg
-/media/win10/data/train/horizontal_span_10/isd78_bfz267__0.jpg
-/media/win10/data/train/vertical_span_10/isd78_rtr247_m1068_bfz267_cmd261_0.jpg
-/media/win10/data/train/horizontal_span_10/m1068_bfz257_rtr172_all28_0.jpg
-/media/win10/data/train/non_obstructive_10/bfz257_rtr247_isd78_0.jpg
-/media/win10/data/train/vertical_span_10/isd78_bfz257_ulg32_rtr35_0.jpg
-/media/win10/data/train/horizontal_span_10/bfz267_cmd261_rtr247_all28_0.jpg
-/media/win10/data/train/horizontal_span_10/ulg32_bfz267__0.jpg
-/media/win10/data/train/vertical_span_10/all28_rtr247_rtr172_ulg32_0.jpg
-/media/win10/data/train/horizontal_span_10/m1068_rtr172_rtr35_0.jpg
-/media/win10/data/train/horizontal_span_10/rtr247_ulg32_rtr35_bfz257_0.jpg
-/media/win10/data/train/non_obstructive_10/rtr35_bfz267_all28_isd78_m1068__0.jpg
-/media/win10/data/train/horizontal_span_10/rtr35_rtr172_bfz267_rtr247_0.jpg
-/media/win10/data/train/non_obstructive_10/ulg32_isd78_m1068_all28_0.jpg
-/media/win10/data/train/horizontal_span_10/bfz267_all28_cmd261_rtr35_m1068_0.jpg
-/media/win10/data/train/non_obstructive_10/m1068_rtr172_ulg32_bfz267_all28_0.jpg
-/media/win10/data/train/vertical_span_10/m1068_rtr35_isd78_all28_bfz257_0.jpg
-/media/win10/data/train/horizontal_span_10/isd78_ulg32_rtr35_all28_cmd261_0.jpg
-/media/win10/data/train/non_obstructive_10/ulg32_bfz257_isd78_cmd261_rtr247_0.jpg
-/media/win10/data/train/vertical_span_10/rtr247_all28_bfz267_bfz257_m1068_0.jpg
-/media/win10/data/train/non_obstructive_10/rtr35_m1068_isd78_ulg32_0.jpg
-/media/win10/data/train/non_obstructive_10/rtr247_isd78_bfz267_ulg32_rtr172_0.jpg
-/media/win10/data/train/vertical_span_10/isd78_cmd261_all28_m1068_rtr35_0.jpg
-/media/win10/data/train/vertical_span_10/bfz257_m1068_cmd261_isd78_0.jpg
-/media/win10/data/train/horizontal_span_10/rtr172_cmd261_isd78_rtr247_all28_0.jpg
-/media/win10/data/train/non_obstructive_10/ulg32_isd78_bfz257_m1068_bfz267_0.jpg
-/media/win10/data/train/horizontal_span_10/bfz267_rtr247_cmd261_ulg32_0.jpg
-/media/win10/data/train/horizontal_span_10/bfz267_cmd261_ulg32_rtr35_0.jpg
-/media/win10/data/train/vertical_span_10/isd78_rtr172_rtr247_rtr35_all28_0.jpg
-/media/win10/data/train/horizontal_span_10/ulg32_bfz267_rtr172_m1068_0.jpg
-/media/win10/data/train/horizontal_span_10/rtr247_m1068_cmd261_ulg32_0.jpg
-/media/win10/data/train/horizontal_span_10/rtr247_isd78_all28_bfz267_0.jpg
-/media/win10/data/train/horizontal_span_10/cmd261_isd78_rtr247_bfz257_0.jpg
-/media/win10/data/train/vertical_span_10/all28_rtr35_rtr172_ulg32_0.jpg
-/media/win10/data/train/non_obstructive_10/bfz257_rtr35_rtr172_all28_0.jpg
-/media/win10/data/train/horizontal_span_10/bfz257_all28_cmd261_rtr35_0.jpg
-/media/win10/data/train/non_obstructive_10/m1068_rtr247_all28_0.jpg
-/media/win10/data/train/vertical_span_10/bfz267_bfz257_cmd261_rtr247_rtr35_0.jpg
-/media/win10/data/train/vertical_span_10/bfz267_rtr172_cmd261_isd78_0.jpg
-/media/win10/data/train/non_obstructive_10/all28_bfz267_rtr35_isd78_cmd261_0.jpg
-/media/win10/data/train/horizontal_span_10/rtr172_bfz267_bfz257_0.jpg
-/media/win10/data/train/non_obstructive_10/bfz267_rtr172_rtr35_isd78_0.jpg
-/media/win10/data/train/non_obstructive_10/ulg32_rtr247_all28_cmd261_isd78_0.jpg
-/media/win10/data/train/non_obstructive_10/all28_rtr247_rtr172_bfz257_cmd261_0.jpg
-/media/win10/data/train/vertical_span_10/cmd261_ulg32_rtr35_rtr247_0.jpg
-/media/win10/data/train/vertical_span_10/all28_rtr172_cmd261_bfz257_rtr247_0.jpg
-/media/win10/data/train/vertical_span_10/isd78_rtr35_rtr247_all28_0.jpg
-/media/win10/data/train/vertical_span_10/rtr172_all28_m1068_bfz257_rtr35_0.jpg
-/media/win10/data/train/horizontal_span_10/all28_bfz257_m1068_rtr172_0.jpg
-/media/win10/data/train/horizontal_span_10/bfz257_bfz267_rtr35_rtr247_0.jpg
-/media/win10/data/train/horizontal_span_10/m1068_all28_rtr35_bfz257_0.jpg
-/media/win10/data/train/vertical_span_10/all28_bfz267_cmd261_bfz257_m1068_0.jpg
-/media/win10/data/train/non_obstructive_10/rtr172_isd78_ulg32_m1068_bfz267_0.jpg
-/media/win10/data/train/horizontal_span_10/cmd261_bfz267_rtr35_rtr172_all28_0.jpg
-/media/win10/data/train/horizontal_span_10/ulg32_rtr172__0.jpg
-/media/win10/data/train/non_obstructive_10/bfz257_cmd261_all28_ulg32_0.jpg
-/media/win10/data/train/horizontal_span_10/rtr247_rtr35_cmd261_bfz267_ulg32_0.jpg
-/media/win10/data/train/horizontal_span_10/rtr35_ulg32_all28_0.jpg
-/media/win10/data/train/non_obstructive_10/rtr247_bfz257_ulg32_rtr35_0.jpg
-/media/win10/data/train/vertical_span_10/m1068_isd78_ulg32_cmd261_bfz267_0.jpg
-/media/win10/data/train/vertical_span_10/rtr247_m1068_cmd261_rtr35_bfz257_0.jpg
-/media/win10/data/train/horizontal_span_10/cmd261_ulg32_isd78_bfz267_rtr35_0.jpg
-/media/win10/data/train/non_obstructive_10/isd78_rtr35_m1068_rtr247_cmd261_0.jpg
-/media/win10/data/train/horizontal_span_10/rtr35_isd78_rtr247_all28_0.jpg
-/media/win10/data/train/non_obstructive_10/bfz267_rtr247_rtr172_isd78_m1068_0.jpg
-/media/win10/data/train/vertical_span_10/m1068_rtr247_bfz257_all28_0.jpg
-/media/win10/data/train/non_obstructive_10/rtr35_bfz267_all28_ulg32_0.jpg
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-/media/win10/data/train/non_obstructive_10/bfz267_rtr172_ulg32_rtr35_0.jpg
-/media/win10/data/train/vertical_span_10/rtr35_rtr172__0.jpg
-/media/win10/data/train/horizontal_span_10/bfz257_isd78_rtr172_rtr247_0.jpg
-/media/win10/data/train/vertical_span_10/rtr35_all28_rtr247_bfz257_isd78_0.jpg
-/media/win10/data/train/horizontal_span_10/rtr247_m1068_isd78_ulg32_all28_0.jpg
diff --git a/transform_data.py b/transform_data.py
index 6b5f477..8e681a7 100644
--- a/transform_data.py
+++ b/transform_data.py
@@ -1,20 +1,18 @@
-import os
-import random
-import math
import cv2
-import numpy as np
-import imutils
-import pandas as pd
-import fetch_data
-import generate_data
-from shapely import geometry
import imgaug as ia
from imgaug import augmenters as iaa
from imgaug import parameters as iap
+import imutils
+import math
+import numpy as np
+import os
+import pandas as pd
+import random
+from shapely import geometry
-card_mask = cv2.imread('data/mask.png')
-data_dir = os.path.abspath('/media/win10/data')
-darknet_dir = os.path.abspath('.')
+import fetch_data
+import generate_data
+from config import Config
def key_pts_to_yolo(key_pts, w_img, h_img):
@@ -104,6 +102,7 @@
"""
self.check_visibility(visibility=visibility)
img_result = np.zeros((self.height, self.width, 3), dtype=np.uint8)
+ card_mask = cv2.imread(Config.card_mask_path)
for card in self.cards:
card_x = int(card.x + 0.5)
@@ -494,15 +493,15 @@
random.seed()
ia.seed(random.randrange(10000))
- bg_images = generate_data.load_dtd(dtd_dir='%s/dtd/images' % data_dir, dump_it=False)
+ bg_images = generate_data.load_dtd(dtd_dir='%s/dtd/images' % Config.data_dir, dump_it=False)
background = generate_data.Backgrounds(images=bg_images)
card_pool = pd.DataFrame()
- for set_name in fetch_data.all_set_list:
- df = fetch_data.load_all_cards_text('%s/csv/%s.csv' % (data_dir, set_name))
+ for set_name in Config.all_set_list:
+ df = fetch_data.load_all_cards_text('%s/csv/%s.csv' % (Config.data_dir, set_name))
card_pool = card_pool.append(df)
class_ids = {}
- with open('%s/obj.names' % data_dir) as names_file:
+ with open('%s/obj.names' % Config.data_dir) as names_file:
class_name_list = names_file.read().splitlines()
for i in range(len(class_name_list)):
class_ids[class_name_list[i]] = i
@@ -522,12 +521,14 @@
# Use 2 to 5 cards per generator
for _, card_info in card_pool.sample(random.randint(2, 5)).iterrows():
- img_name = '%s/card_img/png/%s/%s_%s.png' % (data_dir, card_info['set'], card_info['collector_number'],
+ img_name = '%s/card_img/png/%s/%s_%s.png' % (Config.data_dir, card_info['set'],
+ card_info['collector_number'],
fetch_data.get_valid_filename(card_info['name']))
out_name += '%s%s_' % (card_info['set'], card_info['collector_number'])
card_img = cv2.imread(img_name)
if card_img is None:
- fetch_data.fetch_card_image(card_info, out_dir='%s/card_img/png/%s' % (data_dir, card_info['set']))
+ fetch_data.fetch_card_image(card_info, out_dir='%s/card_img/png/%s' % (Config.data_dir,
+ card_info['set']))
card_img = cv2.imread(img_name)
if card_img is None:
print('WARNING: card %s is not found!' % img_name)
@@ -547,15 +548,15 @@
if i % 3 == 0:
generator.generate_non_obstructive()
generator.export_training_data(visibility=0.0, out_name='%s/train/non_obstructive_update/%s%d'
- % (data_dir, out_name, j), aug=seq)
+ % (Config.data_dir, out_name, j), aug=seq)
elif i % 3 == 1:
generator.generate_horizontal_span(theta=random.uniform(-math.pi, math.pi))
generator.export_training_data(visibility=0.0, out_name='%s/train/horizontal_span_update/%s%d'
- % (data_dir, out_name, j), aug=seq)
+ % (Config.data_dir, out_name, j), aug=seq)
else:
generator.generate_vertical_span(theta=random.uniform(-math.pi, math.pi))
generator.export_training_data(visibility=0.0, out_name='%s/train/vertical_span_update/%s%d'
- % (data_dir, out_name, j), aug=seq)
+ % (Config.data_dir, out_name, j), aug=seq)
#generator.generate_horizontal_span(theta=random.uniform(-math.pi, math.pi))
#generator.render(display=True, aug=seq, debug=True)
--
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