1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
|
/*
* Copyright (c) 2021 Arm Limited. All rights reserved.
* SPDX-License-Identifier: Apache-2.0
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
#include "ClassificationResult.hpp"
#include "Classifier.hpp"
#include "hal.h"
#include "Labels.hpp"
#include "MobileNetModel.hpp"
#include "UseCaseHandler.hpp"
#include "UseCaseCommonUtils.hpp"
#include <catch.hpp>
TEST_CASE("Model info")
{
/* Model wrapper object. */
arm::app::MobileNetModel model;
/* Load the model. */
REQUIRE(model.Init());
/* Instantiate application context. */
arm::app::ApplicationContext caseContext;
caseContext.Set<arm::app::Model&>("model", model);
REQUIRE(model.ShowModelInfoHandler());
}
TEST_CASE("Inference by index", "[.]")
{
/* Initialise the HAL and platform. */
hal_platform_init();
/* Model wrapper object. */
arm::app::MobileNetModel model;
/* Load the model. */
REQUIRE(model.Init());
/* Instantiate application context. */
arm::app::ApplicationContext caseContext;
arm::app::Profiler profiler{"img_class"};
caseContext.Set<arm::app::Profiler&>("profiler", profiler);
caseContext.Set<arm::app::Model&>("model", model);
caseContext.Set<uint32_t>("imgIndex", 0);
arm::app::Classifier classifier; /* Classifier wrapper object. */
caseContext.Set<arm::app::Classifier&>("classifier", classifier);
std::vector <std::string> labels;
GetLabelsVector(labels);
caseContext.Set<const std::vector <std::string>&>("labels", labels);
REQUIRE(arm::app::ClassifyImageHandler(caseContext, 0, false));
auto results = caseContext.Get<std::vector<arm::app::ClassificationResult>>("results");
REQUIRE(results[0].m_labelIdx == 282);
}
TEST_CASE("Inference run all images", "[.]")
{
/* Initialise the HAL and platform. */
hal_platform_init();
/* Model wrapper object. */
arm::app::MobileNetModel model;
/* Load the model. */
REQUIRE(model.Init());
/* Instantiate application context. */
arm::app::ApplicationContext caseContext;
arm::app::Profiler profiler{"img_class"};
caseContext.Set<arm::app::Profiler&>("profiler", profiler);
caseContext.Set<arm::app::Model&>("model", model);
caseContext.Set<uint32_t>("imgIndex", 0);
arm::app::Classifier classifier; /* classifier wrapper object. */
caseContext.Set<arm::app::Classifier&>("classifier", classifier);
std::vector <std::string> labels;
GetLabelsVector(labels);
caseContext.Set<const std::vector <std::string>&>("labels", labels);
REQUIRE(arm::app::ClassifyImageHandler(caseContext, 0, true));
}
TEST_CASE("List all images")
{
/* Initialise the HAL and platform. */
hal_platform_init();
/* Model wrapper object. */
arm::app::MobileNetModel model;
/* Load the model. */
REQUIRE(model.Init());
/* Instantiate application context. */
arm::app::ApplicationContext caseContext;
caseContext.Set<arm::app::Model&>("model", model);
REQUIRE(arm::app::ListFilesHandler(caseContext));
}
|
