-
Notifications
You must be signed in to change notification settings - Fork 732
/
Copy pathtest_lite_rvm.cpp
108 lines (87 loc) · 3.39 KB
/
test_lite_rvm.cpp
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
//
// Created by DefTruth on 2021/9/20.
//
#include "lite/lite.h"
static void test_default()
{
std::string onnx_path = "../../../examples/hub/onnx/cv/rvm_mobilenetv3_fp32.onnx";
std::string video_path = "../../../examples/lite/resources/test_lite_rvm_0.mp4";
std::string background_path = "../../../examples/lite/resources/test_lite_matting_bgr.jpg";
std::string output_path = "../../../examples/logs/test_lite_rvm_0.mp4";
cv::Mat background = cv::imread(background_path);
auto *rvm = new lite::cv::matting::RobustVideoMatting(onnx_path, 16); // 16 threads
std::vector<lite::types::MattingContent> contents;
// 1. video matting.
rvm->detect_video(video_path, output_path, contents, false, 0.4f,
20, true, true, background);
delete rvm;
}
static void test_onnxruntime()
{
#ifdef ENABLE_ONNXRUNTIME
std::string onnx_path = "../../../examples/hub/onnx/cv/rvm_mobilenetv3_fp32.onnx";
std::string video_path = "../../../examples/lite/resources/test_lite_rvm_0.mp4";
std::string background_path = "../../../examples/lite/resources/test_lite_matting_bgr.jpg";
std::string output_path = "../../../examples/logs/test_lite_rvm_0.mp4";
cv::Mat background = cv::imread(background_path);
auto *rvm = new lite::onnxruntime::cv::matting::RobustVideoMatting(onnx_path, 16); // 16 threads
std::vector<lite::types::MattingContent> contents;
// 1. video matting.
rvm->detect_video(video_path, output_path, contents, false, 0.4f,
20, true, true, background);
delete rvm;
#endif
}
static void test_mnn()
{
#ifdef ENABLE_MNN
std::string mnn_path = "../../../examples/hub/mnn/cv/rvm_mobilenetv3_fp32-1080-1920.mnn";
std::string video_path = "../../../examples/lite/resources/test_lite_rvm_0.mp4";
std::string background_path = "../../../examples/lite/resources/test_lite_matting_bgr.jpg";
std::string output_path = "../../../examples/logs/test_lite_rvm_0_mnn.mp4";
cv::Mat background = cv::imread(background_path);
auto *rvm = new lite::mnn::cv::matting::RobustVideoMatting(mnn_path, 16, 0); // 16 threads
std::vector<lite::types::MattingContent> contents;
// 1. video matting.
rvm->detect_video(video_path, output_path, contents, false,
20, false, true, background);
delete rvm;
#endif
}
static void test_ncnn()
{
#ifdef ENABLE_NCNN
// WARNING: Test Failed!
#endif
}
static void test_tnn()
{
#ifdef ENABLE_TNN
std::string proto_path = "../../../examples/hub/tnn/cv/rvm_mobilenetv3_fp32-480-480-sim.opt.tnnproto";
std::string model_path = "../../../examples/hub/tnn/cv/rvm_mobilenetv3_fp32-480-480-sim.opt.tnnmodel";
std::string video_path = "../../../examples/lite/resources/test_lite_rvm_0.mp4";
std::string background_path = "../../../examples/lite/resources/test_lite_matting_bgr.jpg";
std::string output_path = "../../../examples/logs/test_lite_rvm_0_tnn.mp4";
cv::Mat background = cv::imread(background_path);
auto *rvm = new lite::tnn::cv::matting::RobustVideoMatting(
proto_path, model_path, 16); // 16 threads
std::vector<lite::types::MattingContent> contents;
// 1. video matting.
rvm->detect_video(video_path, output_path, contents, false,
20, false, true, background);
delete rvm;
#endif
}
static void test_lite()
{
// test_default();
// test_onnxruntime();
test_mnn();
// test_ncnn();
// test_tnn();
}
int main(__unused int argc, __unused char *argv[])
{
test_lite();
return 0;
}