-
Notifications
You must be signed in to change notification settings - Fork 0
/
Copy pathDarknetImage.h
167 lines (124 loc) · 4.04 KB
/
DarknetImage.h
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
123
124
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
154
155
156
157
158
159
160
161
162
163
164
165
166
167
//
// Created by Muscalu Stefan-Gabriel on 2018-11-07.
//
#ifndef DARKNET_BINDINGS_DARKNETIMAGE_H
#define DARKNET_BINDINGS_DARKNETIMAGE_H
#include <napi.h>
#include "darknet_external.h"
#include "helpers/c_helpers.h"
#include "helpers/fail.h"
class DarknetImage : public Napi::ObjectWrap<DarknetImage> {
public:
static Napi::FunctionReference constructor;
static Napi::Object Init(Napi::Env env, Napi::Object exports);
DarknetImage(const Napi::CallbackInfo &info);
~DarknetImage();
void Release(const Napi::CallbackInfo &info);
static Napi::Value FromRGB(const Napi::CallbackInfo &info);
Napi::Value LetterBox(const Napi::CallbackInfo &info);
Napi::Value ToRGB(const Napi::CallbackInfo &info);
image const &get_image() const;
uint32_t const original_width() const;
uint32_t const original_height() const;
uint32_t const width() const;
uint32_t const height() const;
private:
bool _released = false;
void release();
Napi::Reference<Napi::Float32Array> _original_data;
image _image;
uint32_t _original_w = 0;
uint32_t _original_h = 0;
};
namespace DarknetImageWorkers {
class RGB2DarknetImage : public Napi::AsyncWorker {
private:
Napi::Reference<Napi::Uint8Array> imageBufferReference;
uint32_t w, h, c;
float *output;
uint8_t *input;
public:
RGB2DarknetImage(
Napi::Function &callback,
Napi::Uint8Array &imageBuffer,
uint32_t w, uint32_t h, uint32_t c
) : Napi::AsyncWorker(callback) {
this->input = imageBuffer.Data();
this->imageBufferReference = Napi::Persistent<Napi::Uint8Array>(imageBuffer);
this->w = w;
this->h = h;
this->c = c;
}
void Execute() {
this->output = output = (float *) malloc(w * h * c * sizeof(float));
uint32_t step = w * c;
uint32_t i, j, k;
for (i = 0; i < h; ++i) {
for (k = 0; k < c; ++k) {
for (j = 0; j < w; ++j) {
output[k * w * h + i * w + j] = input[i * step + j * c + k] / 255.0f;
}
}
}
}
void OnOK() {
Napi::Env env = Env();
imageBufferReference.Unref();
/*
we pass back a view with the raw float* data
and we also make sure we free it
*/
auto dnImage = DarknetImage::constructor.New(
{
float2js(env, output, w * h * c),
Napi::Number::New(env, w),
Napi::Number::New(env, h),
Napi::Number::New(env, c)
}
);
Callback().Call({env.Undefined(), dnImage});
}
};
class Letterbox : public Napi::AsyncWorker {
private:
DarknetImage *darknetImage;
uint32_t w, h;
image output;
public:
Letterbox(
Napi::Function &callback,
DarknetImage *darknetImage,
uint32_t w, uint32_t h
) : Napi::AsyncWorker(callback) {
this->darknetImage = darknetImage;
this->w = w;
this->h = h;
}
void Execute() {
output = letterbox_image(
darknetImage->get_image(),
w, h
);
}
void OnOK() {
Napi::Env env = Env();
uint32_t len = (
(uint32_t) output.w *
(uint32_t) output.h *
(uint32_t) output.c
);
auto dnImage = DarknetImage::constructor.New(
{
float2js(env, output.data, len),
Napi::Number::New(env, output.w),
Napi::Number::New(env, output.h),
Napi::Number::New(env, output.c),
Napi::Number::New(env, darknetImage->width()),
Napi::Number::New(env, darknetImage->height())
}
);
Callback().Call({env.Undefined(), dnImage});
}
};
}
#endif //DARKNET_BINDINGS_DARKNETIMAGE_H