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tree-distribution-shift

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aadityabuilds commited on
Commit
55b708e
·
1 Parent(s): f9aa7ec

Regenerate configs with full OOD and few-shot variants

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Files changed (2) hide show
  1. README.md +185 -25
  2. data/config_manifest.json +96 -0
README.md CHANGED
@@ -1,69 +1,229 @@
1
  ---
2
  configs:
3
- - config_name: biome_Karnataka_train_DRY__ood_WET
4
  data_files:
5
  - split: train
6
- path: "data/configs/biome_Karnataka_train_DRY__ood_WET/train-*.parquet"
7
- - split: val
8
- path: "data/configs/biome_Karnataka_train_DRY__ood_WET/val-*.parquet"
9
  - split: ood_test
10
- path: "data/configs/biome_Karnataka_train_DRY__ood_WET/ood_test-*.parquet"
11
- - config_name: biome_Karnataka_train_WET__ood_DRY
12
  data_files:
13
  - split: train
14
- path: "data/configs/biome_Karnataka_train_WET__ood_DRY/train-*.parquet"
15
- - split: val
16
- path: "data/configs/biome_Karnataka_train_WET__ood_DRY/val-*.parquet"
17
  - split: ood_test
18
- path: "data/configs/biome_Karnataka_train_WET__ood_DRY/ood_test-*.parquet"
19
- - config_name: biome_Rajasthan_train_DRY__ood_WET
20
  data_files:
21
  - split: train
22
- path: "data/configs/biome_Rajasthan_train_DRY__ood_WET/train-*.parquet"
23
- - split: val
24
- path: "data/configs/biome_Rajasthan_train_DRY__ood_WET/val-*.parquet"
25
  - split: ood_test
26
- path: "data/configs/biome_Rajasthan_train_DRY__ood_WET/ood_test-*.parquet"
 
 
 
 
 
 
 
 
 
 
27
  - config_name: biome_Rajasthan_train_WET__ood_DRY
28
  data_files:
29
  - split: train
30
  path: "data/configs/biome_Rajasthan_train_WET__ood_DRY/train-*.parquet"
31
- - split: val
32
- path: "data/configs/biome_Rajasthan_train_WET__ood_DRY/val-*.parquet"
33
  - split: ood_test
34
  path: "data/configs/biome_Rajasthan_train_WET__ood_DRY/ood_test-*.parquet"
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
35
  - config_name: intl_train_IN__ood_US
36
  data_files:
37
  - split: train
38
  path: "data/configs/intl_train_IN__ood_US/train-*.parquet"
39
- - split: val
40
- path: "data/configs/intl_train_IN__ood_US/val-*.parquet"
41
  - split: ood_test
42
  path: "data/configs/intl_train_IN__ood_US/ood_test-*.parquet"
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
43
  - config_name: intl_train_US__ood_IN
44
  data_files:
45
  - split: train
46
  path: "data/configs/intl_train_US__ood_IN/train-*.parquet"
47
- - split: val
48
- path: "data/configs/intl_train_US__ood_IN/val-*.parquet"
49
  - split: ood_test
50
  path: "data/configs/intl_train_US__ood_IN/ood_test-*.parquet"
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
51
  - config_name: region_train_North__ood_South
52
  data_files:
53
  - split: train
54
  path: "data/configs/region_train_North__ood_South/train-*.parquet"
55
- - split: val
56
- path: "data/configs/region_train_North__ood_South/val-*.parquet"
57
  - split: ood_test
58
  path: "data/configs/region_train_North__ood_South/ood_test-*.parquet"
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
59
  - config_name: region_train_South__ood_North
60
  data_files:
61
  - split: train
62
  path: "data/configs/region_train_South__ood_North/train-*.parquet"
63
- - split: val
64
- path: "data/configs/region_train_South__ood_North/val-*.parquet"
65
  - split: ood_test
66
  path: "data/configs/region_train_South__ood_North/ood_test-*.parquet"
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
67
  ---
68
 
69
  # Tree Distribution Shift — Satellite Tree Detection (COCO + HF Datasets)
 
1
  ---
2
  configs:
3
+ - config_name: biome_Rajasthan_train_DRY__ood_WET
4
  data_files:
5
  - split: train
6
+ path: "data/configs/biome_Rajasthan_train_DRY__ood_WET/train-*.parquet"
 
 
7
  - split: ood_test
8
+ path: "data/configs/biome_Rajasthan_train_DRY__ood_WET/ood_test-*.parquet"
9
+ - config_name: biome_Rajasthan_train_DRY__ood_WET__fs1
10
  data_files:
11
  - split: train
12
+ path: "data/configs/biome_Rajasthan_train_DRY__ood_WET__fs1/train-*.parquet"
 
 
13
  - split: ood_test
14
+ path: "data/configs/biome_Rajasthan_train_DRY__ood_WET__fs1/ood_test-*.parquet"
15
+ - config_name: biome_Rajasthan_train_DRY__ood_WET__fs10
16
  data_files:
17
  - split: train
18
+ path: "data/configs/biome_Rajasthan_train_DRY__ood_WET__fs10/train-*.parquet"
 
 
19
  - split: ood_test
20
+ path: "data/configs/biome_Rajasthan_train_DRY__ood_WET__fs10/ood_test-*.parquet"
21
+ - config_name: biome_Rajasthan_train_DRY__ood_WET__fs100
22
+ data_files:
23
+ - split: train
24
+ path: "data/configs/biome_Rajasthan_train_DRY__ood_WET__fs100/train-*.parquet"
25
+ - split: ood_test
26
+ path: "data/configs/biome_Rajasthan_train_DRY__ood_WET__fs100/ood_test-*.parquet"
27
+ - config_name: biome_Rajasthan_train_DRY__ood_WET__fsall
28
+ data_files:
29
+ - split: train
30
+ path: "data/configs/biome_Rajasthan_train_DRY__ood_WET__fsall/train-*.parquet"
31
  - config_name: biome_Rajasthan_train_WET__ood_DRY
32
  data_files:
33
  - split: train
34
  path: "data/configs/biome_Rajasthan_train_WET__ood_DRY/train-*.parquet"
 
 
35
  - split: ood_test
36
  path: "data/configs/biome_Rajasthan_train_WET__ood_DRY/ood_test-*.parquet"
37
+ - config_name: biome_Rajasthan_train_WET__ood_DRY__fs1
38
+ data_files:
39
+ - split: train
40
+ path: "data/configs/biome_Rajasthan_train_WET__ood_DRY__fs1/train-*.parquet"
41
+ - split: ood_test
42
+ path: "data/configs/biome_Rajasthan_train_WET__ood_DRY__fs1/ood_test-*.parquet"
43
+ - config_name: biome_Rajasthan_train_WET__ood_DRY__fs10
44
+ data_files:
45
+ - split: train
46
+ path: "data/configs/biome_Rajasthan_train_WET__ood_DRY__fs10/train-*.parquet"
47
+ - split: ood_test
48
+ path: "data/configs/biome_Rajasthan_train_WET__ood_DRY__fs10/ood_test-*.parquet"
49
+ - config_name: biome_Rajasthan_train_WET__ood_DRY__fs100
50
+ data_files:
51
+ - split: train
52
+ path: "data/configs/biome_Rajasthan_train_WET__ood_DRY__fs100/train-*.parquet"
53
+ - split: ood_test
54
+ path: "data/configs/biome_Rajasthan_train_WET__ood_DRY__fs100/ood_test-*.parquet"
55
+ - config_name: biome_Rajasthan_train_WET__ood_DRY__fsall
56
+ data_files:
57
+ - split: train
58
+ path: "data/configs/biome_Rajasthan_train_WET__ood_DRY__fsall/train-*.parquet"
59
+ - config_name: elev_Karnataka_train_HIGH__ood_LOW
60
+ data_files:
61
+ - split: train
62
+ path: "data/configs/elev_Karnataka_train_HIGH__ood_LOW/train-*.parquet"
63
+ - split: ood_test
64
+ path: "data/configs/elev_Karnataka_train_HIGH__ood_LOW/ood_test-*.parquet"
65
+ - config_name: elev_Karnataka_train_HIGH__ood_LOW__fs1
66
+ data_files:
67
+ - split: train
68
+ path: "data/configs/elev_Karnataka_train_HIGH__ood_LOW__fs1/train-*.parquet"
69
+ - split: ood_test
70
+ path: "data/configs/elev_Karnataka_train_HIGH__ood_LOW__fs1/ood_test-*.parquet"
71
+ - config_name: elev_Karnataka_train_HIGH__ood_LOW__fs10
72
+ data_files:
73
+ - split: train
74
+ path: "data/configs/elev_Karnataka_train_HIGH__ood_LOW__fs10/train-*.parquet"
75
+ - split: ood_test
76
+ path: "data/configs/elev_Karnataka_train_HIGH__ood_LOW__fs10/ood_test-*.parquet"
77
+ - config_name: elev_Karnataka_train_HIGH__ood_LOW__fs100
78
+ data_files:
79
+ - split: train
80
+ path: "data/configs/elev_Karnataka_train_HIGH__ood_LOW__fs100/train-*.parquet"
81
+ - split: ood_test
82
+ path: "data/configs/elev_Karnataka_train_HIGH__ood_LOW__fs100/ood_test-*.parquet"
83
+ - config_name: elev_Karnataka_train_HIGH__ood_LOW__fsall
84
+ data_files:
85
+ - split: train
86
+ path: "data/configs/elev_Karnataka_train_HIGH__ood_LOW__fsall/train-*.parquet"
87
+ - config_name: elev_Karnataka_train_LOW__ood_HIGH
88
+ data_files:
89
+ - split: train
90
+ path: "data/configs/elev_Karnataka_train_LOW__ood_HIGH/train-*.parquet"
91
+ - split: ood_test
92
+ path: "data/configs/elev_Karnataka_train_LOW__ood_HIGH/ood_test-*.parquet"
93
+ - config_name: elev_Karnataka_train_LOW__ood_HIGH__fs1
94
+ data_files:
95
+ - split: train
96
+ path: "data/configs/elev_Karnataka_train_LOW__ood_HIGH__fs1/train-*.parquet"
97
+ - split: ood_test
98
+ path: "data/configs/elev_Karnataka_train_LOW__ood_HIGH__fs1/ood_test-*.parquet"
99
+ - config_name: elev_Karnataka_train_LOW__ood_HIGH__fs10
100
+ data_files:
101
+ - split: train
102
+ path: "data/configs/elev_Karnataka_train_LOW__ood_HIGH__fs10/train-*.parquet"
103
+ - split: ood_test
104
+ path: "data/configs/elev_Karnataka_train_LOW__ood_HIGH__fs10/ood_test-*.parquet"
105
+ - config_name: elev_Karnataka_train_LOW__ood_HIGH__fs100
106
+ data_files:
107
+ - split: train
108
+ path: "data/configs/elev_Karnataka_train_LOW__ood_HIGH__fs100/train-*.parquet"
109
+ - split: ood_test
110
+ path: "data/configs/elev_Karnataka_train_LOW__ood_HIGH__fs100/ood_test-*.parquet"
111
+ - config_name: elev_Karnataka_train_LOW__ood_HIGH__fsall
112
+ data_files:
113
+ - split: train
114
+ path: "data/configs/elev_Karnataka_train_LOW__ood_HIGH__fsall/train-*.parquet"
115
  - config_name: intl_train_IN__ood_US
116
  data_files:
117
  - split: train
118
  path: "data/configs/intl_train_IN__ood_US/train-*.parquet"
 
 
119
  - split: ood_test
120
  path: "data/configs/intl_train_IN__ood_US/ood_test-*.parquet"
121
+ - config_name: intl_train_IN__ood_US__fs1
122
+ data_files:
123
+ - split: train
124
+ path: "data/configs/intl_train_IN__ood_US__fs1/train-*.parquet"
125
+ - split: ood_test
126
+ path: "data/configs/intl_train_IN__ood_US__fs1/ood_test-*.parquet"
127
+ - config_name: intl_train_IN__ood_US__fs10
128
+ data_files:
129
+ - split: train
130
+ path: "data/configs/intl_train_IN__ood_US__fs10/train-*.parquet"
131
+ - split: ood_test
132
+ path: "data/configs/intl_train_IN__ood_US__fs10/ood_test-*.parquet"
133
+ - config_name: intl_train_IN__ood_US__fs100
134
+ data_files:
135
+ - split: train
136
+ path: "data/configs/intl_train_IN__ood_US__fs100/train-*.parquet"
137
+ - split: ood_test
138
+ path: "data/configs/intl_train_IN__ood_US__fs100/ood_test-*.parquet"
139
+ - config_name: intl_train_IN__ood_US__fsall
140
+ data_files:
141
+ - split: train
142
+ path: "data/configs/intl_train_IN__ood_US__fsall/train-*.parquet"
143
  - config_name: intl_train_US__ood_IN
144
  data_files:
145
  - split: train
146
  path: "data/configs/intl_train_US__ood_IN/train-*.parquet"
 
 
147
  - split: ood_test
148
  path: "data/configs/intl_train_US__ood_IN/ood_test-*.parquet"
149
+ - config_name: intl_train_US__ood_IN__fs1
150
+ data_files:
151
+ - split: train
152
+ path: "data/configs/intl_train_US__ood_IN__fs1/train-*.parquet"
153
+ - split: ood_test
154
+ path: "data/configs/intl_train_US__ood_IN__fs1/ood_test-*.parquet"
155
+ - config_name: intl_train_US__ood_IN__fs10
156
+ data_files:
157
+ - split: train
158
+ path: "data/configs/intl_train_US__ood_IN__fs10/train-*.parquet"
159
+ - split: ood_test
160
+ path: "data/configs/intl_train_US__ood_IN__fs10/ood_test-*.parquet"
161
+ - config_name: intl_train_US__ood_IN__fs100
162
+ data_files:
163
+ - split: train
164
+ path: "data/configs/intl_train_US__ood_IN__fs100/train-*.parquet"
165
+ - split: ood_test
166
+ path: "data/configs/intl_train_US__ood_IN__fs100/ood_test-*.parquet"
167
+ - config_name: intl_train_US__ood_IN__fsall
168
+ data_files:
169
+ - split: train
170
+ path: "data/configs/intl_train_US__ood_IN__fsall/train-*.parquet"
171
  - config_name: region_train_North__ood_South
172
  data_files:
173
  - split: train
174
  path: "data/configs/region_train_North__ood_South/train-*.parquet"
 
 
175
  - split: ood_test
176
  path: "data/configs/region_train_North__ood_South/ood_test-*.parquet"
177
+ - config_name: region_train_North__ood_South__fs1
178
+ data_files:
179
+ - split: train
180
+ path: "data/configs/region_train_North__ood_South__fs1/train-*.parquet"
181
+ - split: ood_test
182
+ path: "data/configs/region_train_North__ood_South__fs1/ood_test-*.parquet"
183
+ - config_name: region_train_North__ood_South__fs10
184
+ data_files:
185
+ - split: train
186
+ path: "data/configs/region_train_North__ood_South__fs10/train-*.parquet"
187
+ - split: ood_test
188
+ path: "data/configs/region_train_North__ood_South__fs10/ood_test-*.parquet"
189
+ - config_name: region_train_North__ood_South__fs100
190
+ data_files:
191
+ - split: train
192
+ path: "data/configs/region_train_North__ood_South__fs100/train-*.parquet"
193
+ - split: ood_test
194
+ path: "data/configs/region_train_North__ood_South__fs100/ood_test-*.parquet"
195
+ - config_name: region_train_North__ood_South__fsall
196
+ data_files:
197
+ - split: train
198
+ path: "data/configs/region_train_North__ood_South__fsall/train-*.parquet"
199
  - config_name: region_train_South__ood_North
200
  data_files:
201
  - split: train
202
  path: "data/configs/region_train_South__ood_North/train-*.parquet"
 
 
203
  - split: ood_test
204
  path: "data/configs/region_train_South__ood_North/ood_test-*.parquet"
205
+ - config_name: region_train_South__ood_North__fs1
206
+ data_files:
207
+ - split: train
208
+ path: "data/configs/region_train_South__ood_North__fs1/train-*.parquet"
209
+ - split: ood_test
210
+ path: "data/configs/region_train_South__ood_North__fs1/ood_test-*.parquet"
211
+ - config_name: region_train_South__ood_North__fs10
212
+ data_files:
213
+ - split: train
214
+ path: "data/configs/region_train_South__ood_North__fs10/train-*.parquet"
215
+ - split: ood_test
216
+ path: "data/configs/region_train_South__ood_North__fs10/ood_test-*.parquet"
217
+ - config_name: region_train_South__ood_North__fs100
218
+ data_files:
219
+ - split: train
220
+ path: "data/configs/region_train_South__ood_North__fs100/train-*.parquet"
221
+ - split: ood_test
222
+ path: "data/configs/region_train_South__ood_North__fs100/ood_test-*.parquet"
223
+ - config_name: region_train_South__ood_North__fsall
224
+ data_files:
225
+ - split: train
226
+ path: "data/configs/region_train_South__ood_North__fsall/train-*.parquet"
227
  ---
228
 
229
  # Tree Distribution Shift — Satellite Tree Detection (COCO + HF Datasets)
data/config_manifest.json ADDED
@@ -0,0 +1,96 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "base_config_count": 8,
3
+ "fewshot_per_base": [
4
+ "fs1",
5
+ "fs10",
6
+ "fs100",
7
+ "fsall"
8
+ ],
9
+ "total_config_count": 40,
10
+ "base_configs": [
11
+ "biome_Rajasthan_train_DRY__ood_WET",
12
+ "biome_Rajasthan_train_WET__ood_DRY",
13
+ "elev_Karnataka_train_HIGH__ood_LOW",
14
+ "elev_Karnataka_train_LOW__ood_HIGH",
15
+ "intl_train_IN__ood_US",
16
+ "intl_train_US__ood_IN",
17
+ "region_train_North__ood_South",
18
+ "region_train_South__ood_North"
19
+ ],
20
+ "fewshot_configs": [
21
+ "biome_Rajasthan_train_DRY__ood_WET__fs1",
22
+ "biome_Rajasthan_train_DRY__ood_WET__fs10",
23
+ "biome_Rajasthan_train_DRY__ood_WET__fs100",
24
+ "biome_Rajasthan_train_DRY__ood_WET__fsall",
25
+ "biome_Rajasthan_train_WET__ood_DRY__fs1",
26
+ "biome_Rajasthan_train_WET__ood_DRY__fs10",
27
+ "biome_Rajasthan_train_WET__ood_DRY__fs100",
28
+ "biome_Rajasthan_train_WET__ood_DRY__fsall",
29
+ "elev_Karnataka_train_HIGH__ood_LOW__fs1",
30
+ "elev_Karnataka_train_HIGH__ood_LOW__fs10",
31
+ "elev_Karnataka_train_HIGH__ood_LOW__fs100",
32
+ "elev_Karnataka_train_HIGH__ood_LOW__fsall",
33
+ "elev_Karnataka_train_LOW__ood_HIGH__fs1",
34
+ "elev_Karnataka_train_LOW__ood_HIGH__fs10",
35
+ "elev_Karnataka_train_LOW__ood_HIGH__fs100",
36
+ "elev_Karnataka_train_LOW__ood_HIGH__fsall",
37
+ "intl_train_IN__ood_US__fs1",
38
+ "intl_train_IN__ood_US__fs10",
39
+ "intl_train_IN__ood_US__fs100",
40
+ "intl_train_IN__ood_US__fsall",
41
+ "intl_train_US__ood_IN__fs1",
42
+ "intl_train_US__ood_IN__fs10",
43
+ "intl_train_US__ood_IN__fs100",
44
+ "intl_train_US__ood_IN__fsall",
45
+ "region_train_North__ood_South__fs1",
46
+ "region_train_North__ood_South__fs10",
47
+ "region_train_North__ood_South__fs100",
48
+ "region_train_North__ood_South__fsall",
49
+ "region_train_South__ood_North__fs1",
50
+ "region_train_South__ood_North__fs10",
51
+ "region_train_South__ood_North__fs100",
52
+ "region_train_South__ood_North__fsall"
53
+ ],
54
+ "all_configs": [
55
+ "biome_Rajasthan_train_DRY__ood_WET",
56
+ "biome_Rajasthan_train_DRY__ood_WET__fs1",
57
+ "biome_Rajasthan_train_DRY__ood_WET__fs10",
58
+ "biome_Rajasthan_train_DRY__ood_WET__fs100",
59
+ "biome_Rajasthan_train_DRY__ood_WET__fsall",
60
+ "biome_Rajasthan_train_WET__ood_DRY",
61
+ "biome_Rajasthan_train_WET__ood_DRY__fs1",
62
+ "biome_Rajasthan_train_WET__ood_DRY__fs10",
63
+ "biome_Rajasthan_train_WET__ood_DRY__fs100",
64
+ "biome_Rajasthan_train_WET__ood_DRY__fsall",
65
+ "elev_Karnataka_train_HIGH__ood_LOW",
66
+ "elev_Karnataka_train_HIGH__ood_LOW__fs1",
67
+ "elev_Karnataka_train_HIGH__ood_LOW__fs10",
68
+ "elev_Karnataka_train_HIGH__ood_LOW__fs100",
69
+ "elev_Karnataka_train_HIGH__ood_LOW__fsall",
70
+ "elev_Karnataka_train_LOW__ood_HIGH",
71
+ "elev_Karnataka_train_LOW__ood_HIGH__fs1",
72
+ "elev_Karnataka_train_LOW__ood_HIGH__fs10",
73
+ "elev_Karnataka_train_LOW__ood_HIGH__fs100",
74
+ "elev_Karnataka_train_LOW__ood_HIGH__fsall",
75
+ "intl_train_IN__ood_US",
76
+ "intl_train_IN__ood_US__fs1",
77
+ "intl_train_IN__ood_US__fs10",
78
+ "intl_train_IN__ood_US__fs100",
79
+ "intl_train_IN__ood_US__fsall",
80
+ "intl_train_US__ood_IN",
81
+ "intl_train_US__ood_IN__fs1",
82
+ "intl_train_US__ood_IN__fs10",
83
+ "intl_train_US__ood_IN__fs100",
84
+ "intl_train_US__ood_IN__fsall",
85
+ "region_train_North__ood_South",
86
+ "region_train_North__ood_South__fs1",
87
+ "region_train_North__ood_South__fs10",
88
+ "region_train_North__ood_South__fs100",
89
+ "region_train_North__ood_South__fsall",
90
+ "region_train_South__ood_North",
91
+ "region_train_South__ood_North__fs1",
92
+ "region_train_South__ood_North__fs10",
93
+ "region_train_South__ood_North__fs100",
94
+ "region_train_South__ood_North__fsall"
95
+ ]
96
+ }