BUILD 11.8 KB
Newer Older
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
# Tensorflow Object Detection API: component builders.

package(
    default_visibility = ["//visibility:public"],
)

licenses(["notice"])

# Apache 2.0
py_library(
    name = "model_builder",
    srcs = ["model_builder.py"],
    deps = [
        ":anchor_generator_builder",
        ":box_coder_builder",
        ":box_predictor_builder",
        ":hyperparams_builder",
        ":image_resizer_builder",
        ":losses_builder",
        ":matcher_builder",
        ":post_processing_builder",
        ":region_similarity_calculator_builder",
23
24
25
26
27
28
29
30
31
32
33
34
        "//tensorflow/models/research/object_detection/core:box_predictor",
        "//tensorflow/models/research/object_detection/meta_architectures:faster_rcnn_meta_arch",
        "//tensorflow/models/research/object_detection/meta_architectures:rfcn_meta_arch",
        "//tensorflow/models/research/object_detection/meta_architectures:ssd_meta_arch",
        "//tensorflow/models/research/object_detection/models:embedded_ssd_mobilenet_v1_feature_extractor",
        "//tensorflow/models/research/object_detection/models:faster_rcnn_inception_resnet_v2_feature_extractor",
        "//tensorflow/models/research/object_detection/models:faster_rcnn_inception_v2_feature_extractor",
        "//tensorflow/models/research/object_detection/models:faster_rcnn_nas_feature_extractor",
        "//tensorflow/models/research/object_detection/models:faster_rcnn_resnet_v1_feature_extractor",
        "//tensorflow/models/research/object_detection/models:ssd_inception_v2_feature_extractor",
        "//tensorflow/models/research/object_detection/models:ssd_inception_v3_feature_extractor",
        "//tensorflow/models/research/object_detection/models:ssd_mobilenet_v1_feature_extractor",
35
        "//tensorflow/models/research/object_detection/models:ssd_resnet_v1_fpn_feature_extractor",
36
        "//tensorflow/models/research/object_detection/protos:model_py_pb2",
37
38
39
40
41
42
43
44
45
    ],
)

py_test(
    name = "model_builder_test",
    srcs = ["model_builder_test.py"],
    deps = [
        ":model_builder",
        "//tensorflow",
46
47
        "//tensorflow/models/research/object_detection/meta_architectures:faster_rcnn_meta_arch",
        "//tensorflow/models/research/object_detection/meta_architectures:ssd_meta_arch",
48
        "//tensorflow/models/research/object_detection/models:embedded_ssd_mobilenet_v1_feature_extractor",
49
50
51
52
53
54
55
        "//tensorflow/models/research/object_detection/models:faster_rcnn_inception_resnet_v2_feature_extractor",
        "//tensorflow/models/research/object_detection/models:faster_rcnn_inception_v2_feature_extractor",
        "//tensorflow/models/research/object_detection/models:faster_rcnn_nas_feature_extractor",
        "//tensorflow/models/research/object_detection/models:faster_rcnn_resnet_v1_feature_extractor",
        "//tensorflow/models/research/object_detection/models:ssd_inception_v2_feature_extractor",
        "//tensorflow/models/research/object_detection/models:ssd_inception_v3_feature_extractor",
        "//tensorflow/models/research/object_detection/models:ssd_mobilenet_v1_feature_extractor",
56
        "//tensorflow/models/research/object_detection/models:ssd_resnet_v1_fpn_feature_extractor",
57
        "//tensorflow/models/research/object_detection/protos:model_py_pb2",
58
59
60
61
62
63
64
    ],
)

py_library(
    name = "matcher_builder",
    srcs = ["matcher_builder.py"],
    deps = [
65
66
67
        "//tensorflow/models/research/object_detection/matchers:argmax_matcher",
        "//tensorflow/models/research/object_detection/matchers:bipartite_matcher",
        "//tensorflow/models/research/object_detection/protos:matcher_py_pb2",
68
69
70
71
72
73
74
75
    ],
)

py_test(
    name = "matcher_builder_test",
    srcs = ["matcher_builder_test.py"],
    deps = [
        ":matcher_builder",
76
77
78
        "//tensorflow/models/research/object_detection/matchers:argmax_matcher",
        "//tensorflow/models/research/object_detection/matchers:bipartite_matcher",
        "//tensorflow/models/research/object_detection/protos:matcher_py_pb2",
79
80
81
82
83
84
85
    ],
)

py_library(
    name = "box_coder_builder",
    srcs = ["box_coder_builder.py"],
    deps = [
86
87
88
89
90
        "//tensorflow/models/research/object_detection/box_coders:faster_rcnn_box_coder",
        "//tensorflow/models/research/object_detection/box_coders:keypoint_box_coder",
        "//tensorflow/models/research/object_detection/box_coders:mean_stddev_box_coder",
        "//tensorflow/models/research/object_detection/box_coders:square_box_coder",
        "//tensorflow/models/research/object_detection/protos:box_coder_py_pb2",
91
92
93
94
95
96
97
98
99
    ],
)

py_test(
    name = "box_coder_builder_test",
    srcs = ["box_coder_builder_test.py"],
    deps = [
        ":box_coder_builder",
        "//tensorflow",
100
101
102
103
104
        "//tensorflow/models/research/object_detection/box_coders:faster_rcnn_box_coder",
        "//tensorflow/models/research/object_detection/box_coders:keypoint_box_coder",
        "//tensorflow/models/research/object_detection/box_coders:mean_stddev_box_coder",
        "//tensorflow/models/research/object_detection/box_coders:square_box_coder",
        "//tensorflow/models/research/object_detection/protos:box_coder_py_pb2",
105
106
107
108
109
110
111
    ],
)

py_library(
    name = "anchor_generator_builder",
    srcs = ["anchor_generator_builder.py"],
    deps = [
112
113
114
115
        "//tensorflow/models/research/object_detection/anchor_generators:grid_anchor_generator",
        "//tensorflow/models/research/object_detection/anchor_generators:multiple_grid_anchor_generator",
        "//tensorflow/models/research/object_detection/anchor_generators:multiscale_grid_anchor_generator",
        "//tensorflow/models/research/object_detection/protos:anchor_generator_py_pb2",
116
117
118
119
120
121
122
123
124
    ],
)

py_test(
    name = "anchor_generator_builder_test",
    srcs = ["anchor_generator_builder_test.py"],
    deps = [
        ":anchor_generator_builder",
        "//tensorflow",
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
        "//tensorflow/models/research/object_detection/anchor_generators:grid_anchor_generator",
        "//tensorflow/models/research/object_detection/anchor_generators:multiple_grid_anchor_generator",
        "//tensorflow/models/research/object_detection/anchor_generators:multiscale_grid_anchor_generator",
        "//tensorflow/models/research/object_detection/protos:anchor_generator_py_pb2",
    ],
)

py_library(
    name = "dataset_builder",
    srcs = ["dataset_builder.py"],
    deps = [
        "//tensorflow",
        "//tensorflow/models/research/object_detection/data_decoders:tf_example_decoder",
        "//tensorflow/models/research/object_detection/protos:input_reader_py_pb2",
        "//tensorflow/models/research/object_detection/utils:dataset_util",
    ],
)

py_test(
    name = "dataset_builder_test",
    srcs = [
        "dataset_builder_test.py",
    ],
    deps = [
        ":dataset_builder",
        "//tensorflow",
        "//tensorflow/models/research/object_detection/core:standard_fields",
        "//tensorflow/models/research/object_detection/protos:input_reader_py_pb2",
        "//tensorflow/models/research/object_detection/utils:dataset_util",
154
155
156
157
158
159
160
161
    ],
)

py_library(
    name = "input_reader_builder",
    srcs = ["input_reader_builder.py"],
    deps = [
        "//tensorflow",
162
163
        "//tensorflow/models/research/object_detection/data_decoders:tf_example_decoder",
        "//tensorflow/models/research/object_detection/protos:input_reader_py_pb2",
164
165
166
167
168
169
170
171
172
173
174
    ],
)

py_test(
    name = "input_reader_builder_test",
    srcs = [
        "input_reader_builder_test.py",
    ],
    deps = [
        ":input_reader_builder",
        "//tensorflow",
175
176
        "//tensorflow/models/research/object_detection/core:standard_fields",
        "//tensorflow/models/research/object_detection/protos:input_reader_py_pb2",
177
178
179
180
181
182
183
    ],
)

py_library(
    name = "losses_builder",
    srcs = ["losses_builder.py"],
    deps = [
184
185
        "//tensorflow/models/research/object_detection/core:losses",
        "//tensorflow/models/research/object_detection/protos:losses_py_pb2",
186
187
188
189
190
191
192
193
    ],
)

py_test(
    name = "losses_builder_test",
    srcs = ["losses_builder_test.py"],
    deps = [
        ":losses_builder",
194
195
        "//tensorflow/models/research/object_detection/core:losses",
        "//tensorflow/models/research/object_detection/protos:losses_py_pb2",
196
197
198
199
200
201
202
203
    ],
)

py_library(
    name = "optimizer_builder",
    srcs = ["optimizer_builder.py"],
    deps = [
        "//tensorflow",
204
        "//tensorflow/models/research/object_detection/utils:learning_schedules",
205
206
207
208
209
210
211
212
213
    ],
)

py_test(
    name = "optimizer_builder_test",
    srcs = ["optimizer_builder_test.py"],
    deps = [
        ":optimizer_builder",
        "//tensorflow",
214
        "//tensorflow/models/research/object_detection/protos:optimizer_py_pb2",
215
216
217
218
219
220
221
222
    ],
)

py_library(
    name = "post_processing_builder",
    srcs = ["post_processing_builder.py"],
    deps = [
        "//tensorflow",
223
224
        "//tensorflow/models/research/object_detection/core:post_processing",
        "//tensorflow/models/research/object_detection/protos:post_processing_py_pb2",
225
226
227
228
229
230
231
232
233
    ],
)

py_test(
    name = "post_processing_builder_test",
    srcs = ["post_processing_builder_test.py"],
    deps = [
        ":post_processing_builder",
        "//tensorflow",
234
        "//tensorflow/models/research/object_detection/protos:post_processing_py_pb2",
235
236
237
238
239
240
241
    ],
)

py_library(
    name = "hyperparams_builder",
    srcs = ["hyperparams_builder.py"],
    deps = [
242
        "//tensorflow/models/research/object_detection/protos:hyperparams_py_pb2",
243
244
245
246
247
248
249
250
251
    ],
)

py_test(
    name = "hyperparams_builder_test",
    srcs = ["hyperparams_builder_test.py"],
    deps = [
        ":hyperparams_builder",
        "//tensorflow",
252
        "//tensorflow/models/research/object_detection/protos:hyperparams_py_pb2",
253
254
255
256
257
258
259
260
    ],
)

py_library(
    name = "box_predictor_builder",
    srcs = ["box_predictor_builder.py"],
    deps = [
        ":hyperparams_builder",
261
262
        "//tensorflow/models/research/object_detection/core:box_predictor",
        "//tensorflow/models/research/object_detection/protos:box_predictor_py_pb2",
263
264
265
266
267
268
269
270
271
272
    ],
)

py_test(
    name = "box_predictor_builder_test",
    srcs = ["box_predictor_builder_test.py"],
    deps = [
        ":box_predictor_builder",
        ":hyperparams_builder",
        "//tensorflow",
273
274
        "//tensorflow/models/research/object_detection/protos:box_predictor_py_pb2",
        "//tensorflow/models/research/object_detection/protos:hyperparams_py_pb2",
275
276
277
278
279
280
281
    ],
)

py_library(
    name = "region_similarity_calculator_builder",
    srcs = ["region_similarity_calculator_builder.py"],
    deps = [
282
283
        "//tensorflow/models/research/object_detection/core:region_similarity_calculator",
        "//tensorflow/models/research/object_detection/protos:region_similarity_calculator_py_pb2",
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
    ],
)

py_test(
    name = "region_similarity_calculator_builder_test",
    srcs = ["region_similarity_calculator_builder_test.py"],
    deps = [
        ":region_similarity_calculator_builder",
        "//tensorflow",
    ],
)

py_library(
    name = "preprocessor_builder",
    srcs = ["preprocessor_builder.py"],
    deps = [
        "//tensorflow",
301
302
        "//tensorflow/models/research/object_detection/core:preprocessor",
        "//tensorflow/models/research/object_detection/protos:preprocessor_py_pb2",
303
304
305
306
307
308
309
310
311
312
313
    ],
)

py_test(
    name = "preprocessor_builder_test",
    srcs = [
        "preprocessor_builder_test.py",
    ],
    deps = [
        ":preprocessor_builder",
        "//tensorflow",
314
315
        "//tensorflow/models/research/object_detection/core:preprocessor",
        "//tensorflow/models/research/object_detection/protos:preprocessor_py_pb2",
316
317
318
319
320
321
322
323
    ],
)

py_library(
    name = "image_resizer_builder",
    srcs = ["image_resizer_builder.py"],
    deps = [
        "//tensorflow",
324
325
        "//tensorflow/models/research/object_detection/core:preprocessor",
        "//tensorflow/models/research/object_detection/protos:image_resizer_py_pb2",
326
327
328
329
330
331
332
333
334
    ],
)

py_test(
    name = "image_resizer_builder_test",
    srcs = ["image_resizer_builder_test.py"],
    deps = [
        ":image_resizer_builder",
        "//tensorflow",
335
        "//tensorflow/models/research/object_detection/protos:image_resizer_py_pb2",
336
337
    ],
)