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Adding data useful for classification

Files changed (12) hide show
  1. for_modeling/.gitattributes +3 -0
  2. for_modeling/map_images_labels.json +70 -0
  3. for_modeling/map_images_labels_cadc.json +70 -0
  4. for_modeling/map_images_labels_cadc2.json +68 -0
  5. for_modeling/map_images_labels_ngc0869.json +150 -0
  6. for_modeling/map_images_labels_ngc0896.json +32 -0
  7. for_modeling/map_images_labels_ngc7000.json +228 -0
  8. for_modeling/modelling.md +20 -0
  9. for_modeling/objects_catalog_cadc2.parquet.gz +3 -0
  10. for_modeling/objects_catalog_ngc0869.parquet.gz +3 -0
  11. for_modeling/objects_catalog_ngc0896.parquet.gz +3 -0
  12. for_modeling/objects_catalog_ngc7000.parquet.gz +3 -0
for_modeling/.gitattributes ADDED
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+ fits_objects_mapping.parquet.gz filter=lfs diff=lfs merge=lfs -text
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+ Plots/ filter=lfs diff=lfs merge=lfs -text
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+ Results/ filter=lfs diff=lfs merge=lfs -text
for_modeling/map_images_labels.json ADDED
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+ {
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+ "info": {
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+ "description": "Mapping quality labels to images",
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+ "year": 2024,
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+ "version": "1.0",
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+ "contributor": "mfournigault",
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+ "url": "https://github.com/mfournigault/astro_iqa"
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+ },
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+ "images": [
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+ {
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+ "year": 2024,
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+ "contributor": "mfournigault",
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+ "url": "https://github.com/mfournigault/astro_iqa"
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+ "images": [
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for_modeling/map_images_labels_cadc2.json ADDED
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+ {
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+ "info": {
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+ "description": "Mapping quality labels to images",
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+ "year": 2024,
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+ "version": "1.0",
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+ "contributor": "mfournigault",
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+ "url": "https://github.com/mfournigault/astro_iqa"
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+ },
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+ "images": [
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for_modeling/map_images_labels_ngc0869.json ADDED
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+ "year": 2024,
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+ "version": "1.0",
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+ "contributor": "mfournigault",
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+ "url": "https://github.com/mfournigault/astro_iqa"
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+ },
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for_modeling/map_images_labels_ngc0896.json ADDED
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+ {
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+ "info": {
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+ "description": "Mapping quality labels to images",
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+ "year": 2024,
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+ "version": "1.0",
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+ "contributor": "mfournigault",
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+ "url": "https://github.com/mfournigault/astro_iqa"
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+ },
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+ }
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+ }
for_modeling/map_images_labels_ngc7000.json ADDED
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+ "year": 2024,
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+ "version": "1.0",
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+ "contributor": "mfournigault",
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+ "url": "https://github.com/mfournigault/astro_iqa"
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+ },
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+ "images": [
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+ "ngc7000_080624_raw_00026",
36
+ "ngc7000_080624_raw_00027",
37
+ "ngc7000_080624_raw_00028",
38
+ "ngc7000_080624_raw_00029",
39
+ "ngc7000_080624_raw_00030",
40
+ "ngc7000_080624_raw_00031",
41
+ "ngc7000_080624_raw_00032",
42
+ "ngc7000_080624_raw_00033",
43
+ "ngc7000_080624_raw_00034",
44
+ "ngc7000_080624_raw_00035",
45
+ "ngc7000_080624_raw_00036",
46
+ "ngc7000_080624_raw_00037",
47
+ "ngc7000_080624_raw_00038",
48
+ "ngc7000_080624_raw_00039",
49
+ "ngc7000_080624_raw_00040",
50
+ "ngc7000_080624_raw_00041",
51
+ "ngc7000_080624_raw_00042",
52
+ "ngc7000_080624_raw_00043",
53
+ "ngc7000_080624_raw_00044",
54
+ "ngc7000_080624_raw_00045",
55
+ "ngc7000_080624_raw_00046",
56
+ "ngc7000_080624_raw_00047",
57
+ "ngc7000_080624_raw_00048",
58
+ "ngc7000_080624_raw_00049",
59
+ "ngc7000_080624_raw_00050",
60
+ "ngc7000_080624_raw_00051",
61
+ "ngc7000_080624_raw_00052",
62
+ "ngc7000_080624_raw_00053",
63
+ "ngc7000_080624_raw_00054",
64
+ "ngc7000_080624_raw_00055",
65
+ "ngc7000_080624_raw_00056",
66
+ "ngc7000_080624_raw_00057",
67
+ "ngc7000_080624_raw_00058",
68
+ "ngc7000_080624_raw_00059",
69
+ "ngc7000_080624_raw_00060",
70
+ "ngc7000_080624_raw_00061",
71
+ "ngc7000_080624_raw_00062",
72
+ "ngc7000_080624_raw_00063",
73
+ "ngc7000_080624_raw_00064",
74
+ "ngc7000_080624_raw_00065",
75
+ "ngc7000_080624_raw_00066",
76
+ "ngc7000_080624_raw_00067",
77
+ "ngc7000_080624_raw_00068",
78
+ "ngc7000_080624_raw_00069",
79
+ "ngc7000_080624_raw_00070",
80
+ "ngc7000_080624_raw_00071",
81
+ "ngc7000_080624_raw_00072",
82
+ "ngc7000_080624_raw_00073",
83
+ "ngc7000_080624_raw_00074",
84
+ "ngc7000_080624_raw_00075",
85
+ "ngc7000_080624_raw_00076",
86
+ "ngc7000_080624_raw_00077",
87
+ "ngc7000_080624_raw_00078",
88
+ "ngc7000_080624_raw_00079",
89
+ "ngc7000_080624_raw_00080",
90
+ "ngc7000_080624_raw_00081",
91
+ "ngc7000_080624_raw_00082",
92
+ "ngc7000_080624_raw_00083",
93
+ "ngc7000_080624_raw_00084",
94
+ "ngc7000_080624_raw_00085",
95
+ "ngc7000_080624_raw_00086",
96
+ "ngc7000_080624_raw_00087",
97
+ "ngc7000_080624_raw_00088",
98
+ "ngc7000_080624_raw_00089",
99
+ "ngc7000_080624_raw_00090",
100
+ "ngc7000_080624_raw_00091",
101
+ "ngc7000_080624_raw_00092",
102
+ "ngc7000_080624_raw_00093",
103
+ "ngc7000_080624_raw_00094",
104
+ "ngc7000_080624_raw_00095",
105
+ "ngc7000_080624_raw_00096",
106
+ "ngc7000_080624_raw_00097",
107
+ "ngc7000_080624_raw_00098",
108
+ "ngc7000_080624_raw_00099",
109
+ "ngc7000_080624_raw_00100",
110
+ "ngc7000_080624_raw_00101",
111
+ "ngc7000_080624_raw_00102",
112
+ "ngc7000_080624_raw_00103",
113
+ "ngc7000_080624_raw_00104"
114
+ ],
115
+ "categories": [
116
+ "GOOD",
117
+ "B_SEEING",
118
+ "BGP",
119
+ "BT",
120
+ "RBT"
121
+ ],
122
+ "annotations": {
123
+ "ngc7000_080624_raw_00001": "BT",
124
+ "ngc7000_080624_raw_00002": "BT",
125
+ "ngc7000_080624_raw_00003": "GOOD",
126
+ "ngc7000_080624_raw_00004": "GOOD",
127
+ "ngc7000_080624_raw_00005": "GOOD",
128
+ "ngc7000_080624_raw_00006": "BT",
129
+ "ngc7000_080624_raw_00007": "BT",
130
+ "ngc7000_080624_raw_00008": "BT",
131
+ "ngc7000_080624_raw_00009": "GOOD",
132
+ "ngc7000_080624_raw_00010": "GOOD",
133
+ "ngc7000_080624_raw_00011": "GOOD",
134
+ "ngc7000_080624_raw_00012": "GOOD",
135
+ "ngc7000_080624_raw_00013": "GOOD",
136
+ "ngc7000_080624_raw_00014": "BT",
137
+ "ngc7000_080624_raw_00015": "BT",
138
+ "ngc7000_080624_raw_00016": "GOOD",
139
+ "ngc7000_080624_raw_00017": "GOOD",
140
+ "ngc7000_080624_raw_00018": "GOOD",
141
+ "ngc7000_080624_raw_00019": "BT",
142
+ "ngc7000_080624_raw_00020": "GOOD",
143
+ "ngc7000_080624_raw_00021": "GOOD",
144
+ "ngc7000_080624_raw_00022": "GOOD",
145
+ "ngc7000_080624_raw_00023": "BT",
146
+ "ngc7000_080624_raw_00024": "BT",
147
+ "ngc7000_080624_raw_00025": "BT",
148
+ "ngc7000_080624_raw_00026": "BT",
149
+ "ngc7000_080624_raw_00027": "BT",
150
+ "ngc7000_080624_raw_00028": "BT",
151
+ "ngc7000_080624_raw_00029": "GOOD",
152
+ "ngc7000_080624_raw_00030": "BT",
153
+ "ngc7000_080624_raw_00031": "BT",
154
+ "ngc7000_080624_raw_00032": "BT",
155
+ "ngc7000_080624_raw_00033": "GOOD",
156
+ "ngc7000_080624_raw_00034": "BT",
157
+ "ngc7000_080624_raw_00035": "BT",
158
+ "ngc7000_080624_raw_00036": "GOOD",
159
+ "ngc7000_080624_raw_00037": "BT",
160
+ "ngc7000_080624_raw_00038": "GOOD",
161
+ "ngc7000_080624_raw_00039": "GOOD",
162
+ "ngc7000_080624_raw_00040": "BT",
163
+ "ngc7000_080624_raw_00041": "BT",
164
+ "ngc7000_080624_raw_00042": "BT",
165
+ "ngc7000_080624_raw_00043": "BT",
166
+ "ngc7000_080624_raw_00044": "BT",
167
+ "ngc7000_080624_raw_00045": "BT",
168
+ "ngc7000_080624_raw_00046": "BT",
169
+ "ngc7000_080624_raw_00047": "BT",
170
+ "ngc7000_080624_raw_00048": "BT",
171
+ "ngc7000_080624_raw_00049": "BT",
172
+ "ngc7000_080624_raw_00050": "BT",
173
+ "ngc7000_080624_raw_00051": "GOOD",
174
+ "ngc7000_080624_raw_00052": "BT",
175
+ "ngc7000_080624_raw_00053": "BT",
176
+ "ngc7000_080624_raw_00054": "GOOD",
177
+ "ngc7000_080624_raw_00055": "BT",
178
+ "ngc7000_080624_raw_00056": "BT",
179
+ "ngc7000_080624_raw_00057": "GOOD",
180
+ "ngc7000_080624_raw_00058": "BT",
181
+ "ngc7000_080624_raw_00059": "BT",
182
+ "ngc7000_080624_raw_00060": "BT",
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+ "ngc7000_080624_raw_00061": "BT",
184
+ "ngc7000_080624_raw_00062": "BT",
185
+ "ngc7000_080624_raw_00063": "GOOD",
186
+ "ngc7000_080624_raw_00064": "GOOD",
187
+ "ngc7000_080624_raw_00065": "GOOD",
188
+ "ngc7000_080624_raw_00066": "GOOD",
189
+ "ngc7000_080624_raw_00067": "GOOD",
190
+ "ngc7000_080624_raw_00068": "BT",
191
+ "ngc7000_080624_raw_00069": "GOOD",
192
+ "ngc7000_080624_raw_00070": "GOOD",
193
+ "ngc7000_080624_raw_00071": "GOOD",
194
+ "ngc7000_080624_raw_00072": "GOOD",
195
+ "ngc7000_080624_raw_00073": "BT",
196
+ "ngc7000_080624_raw_00074": "GOOD",
197
+ "ngc7000_080624_raw_00075": "GOOD",
198
+ "ngc7000_080624_raw_00076": "GOOD",
199
+ "ngc7000_080624_raw_00077": "GOOD",
200
+ "ngc7000_080624_raw_00078": "GOOD",
201
+ "ngc7000_080624_raw_00079": "BT",
202
+ "ngc7000_080624_raw_00080": "BT",
203
+ "ngc7000_080624_raw_00081": "GOOD",
204
+ "ngc7000_080624_raw_00082": "GOOD",
205
+ "ngc7000_080624_raw_00083": "GOOD",
206
+ "ngc7000_080624_raw_00084": "BT",
207
+ "ngc7000_080624_raw_00085": "GOOD",
208
+ "ngc7000_080624_raw_00086": "GOOD",
209
+ "ngc7000_080624_raw_00087": "GOOD",
210
+ "ngc7000_080624_raw_00088": "BT",
211
+ "ngc7000_080624_raw_00089": "GOOD",
212
+ "ngc7000_080624_raw_00090": "GOOD",
213
+ "ngc7000_080624_raw_00091": "BT",
214
+ "ngc7000_080624_raw_00092": "BT",
215
+ "ngc7000_080624_raw_00093": "BT",
216
+ "ngc7000_080624_raw_00094": "BT",
217
+ "ngc7000_080624_raw_00095": "GOOD",
218
+ "ngc7000_080624_raw_00096": "GOOD",
219
+ "ngc7000_080624_raw_00097": "BT",
220
+ "ngc7000_080624_raw_00098": "BT",
221
+ "ngc7000_080624_raw_00099": "GOOD",
222
+ "ngc7000_080624_raw_00100": "GOOD",
223
+ "ngc7000_080624_raw_00101": "BT",
224
+ "ngc7000_080624_raw_00102": "BT",
225
+ "ngc7000_080624_raw_00103": "GOOD",
226
+ "ngc7000_080624_raw_00104": "GOOD"
227
+ }
228
+ }
for_modeling/modelling.md ADDED
@@ -0,0 +1,20 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ # List of feature sets
2
+
3
+ For each catalog file objects_catalog_XXX.parquet.gz, features are
4
+ - "OBJECT_ID",
5
+ - "FITS_ID",
6
+ - "CCD_ID",
7
+ - "ISO0",
8
+ - "BACKGROUND",
9
+ - "ELLIPTICITY",
10
+ - "ELONGATION",
11
+ - "CLASS_STAR",
12
+ - "FLAGS",
13
+ - "EXPTIME",
14
+ - "gt_label1",
15
+ - "gt_label2"
16
+
17
+ "gt_label1" and "gt_label2" are the ground truth labels for the object, target of classification.
18
+ They are extracted from the annotation file map_images_labels_XXX.json.
19
+
20
+ For the data and file formats, see the data definition report in the documentation folder of the git repository.
for_modeling/objects_catalog_cadc2.parquet.gz ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:fb7670d8e13c9b031d39a03d4be9506c0ec2de1eec56fc251e3f3a2f549907d3
3
+ size 75222600
for_modeling/objects_catalog_ngc0869.parquet.gz ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:4fc057f9a84c9e68285002d0c77e00b635c3197739f875698d93625a08662aea
3
+ size 476688
for_modeling/objects_catalog_ngc0896.parquet.gz ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:d35f254eea8cd39d18d07ab9c4438b3aa2bbcccc3a3f555ec519980ab91219a4
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+ size 18135
for_modeling/objects_catalog_ngc7000.parquet.gz ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:c863107690707e6cfad2c6df8b33a9c010fe0ca9bf1aa410a01dc5318f30f4e4
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+ size 233359