object_tracker_jni.cc
16.5 KB
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
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
/* Copyright 2016 The TensorFlow Authors. All Rights Reserved.
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 <android/log.h>
#include <jni.h>
#include <stdint.h>
#include <stdlib.h>
#include <string.h>
#include <cstdint>
#include "tensorflow/examples/android/jni/object_tracking/image-inl.h"
#include "tensorflow/examples/android/jni/object_tracking/image.h"
#include "tensorflow/examples/android/jni/object_tracking/jni_utils.h"
#include "tensorflow/examples/android/jni/object_tracking/time_log.h"
#include "tensorflow/examples/android/jni/object_tracking/config.h"
#include "tensorflow/examples/android/jni/object_tracking/object_tracker.h"
namespace tf_tracking {
#define OBJECT_TRACKER_METHOD(METHOD_NAME) \
Java_org_tensorflow_demo_tracking_ObjectTracker_##METHOD_NAME // NOLINT
JniLongField object_tracker_field("nativeObjectTracker");
ObjectTracker* get_object_tracker(JNIEnv* env, jobject thiz) {
ObjectTracker* const object_tracker =
reinterpret_cast<ObjectTracker*>(object_tracker_field.get(env, thiz));
CHECK_ALWAYS(object_tracker != NULL, "null object tracker!");
return object_tracker;
}
void set_object_tracker(JNIEnv* env, jobject thiz,
const ObjectTracker* object_tracker) {
object_tracker_field.set(env, thiz,
reinterpret_cast<intptr_t>(object_tracker));
}
#ifdef __cplusplus
extern "C" {
#endif
JNIEXPORT
void JNICALL OBJECT_TRACKER_METHOD(initNative)(JNIEnv* env, jobject thiz,
jint width, jint height,
jboolean always_track);
JNIEXPORT
void JNICALL OBJECT_TRACKER_METHOD(releaseMemoryNative)(JNIEnv* env,
jobject thiz);
JNIEXPORT
void JNICALL OBJECT_TRACKER_METHOD(registerNewObjectWithAppearanceNative)(
JNIEnv* env, jobject thiz, jstring object_id, jfloat x1, jfloat y1,
jfloat x2, jfloat y2, jbyteArray frame_data);
JNIEXPORT
void JNICALL OBJECT_TRACKER_METHOD(setPreviousPositionNative)(
JNIEnv* env, jobject thiz, jstring object_id, jfloat x1, jfloat y1,
jfloat x2, jfloat y2, jlong timestamp);
JNIEXPORT
void JNICALL OBJECT_TRACKER_METHOD(setCurrentPositionNative)(
JNIEnv* env, jobject thiz, jstring object_id, jfloat x1, jfloat y1,
jfloat x2, jfloat y2);
JNIEXPORT
jboolean JNICALL OBJECT_TRACKER_METHOD(haveObject)(JNIEnv* env, jobject thiz,
jstring object_id);
JNIEXPORT
jboolean JNICALL OBJECT_TRACKER_METHOD(isObjectVisible)(JNIEnv* env,
jobject thiz,
jstring object_id);
JNIEXPORT
jstring JNICALL OBJECT_TRACKER_METHOD(getModelIdNative)(JNIEnv* env,
jobject thiz,
jstring object_id);
JNIEXPORT
jfloat JNICALL OBJECT_TRACKER_METHOD(getCurrentCorrelation)(JNIEnv* env,
jobject thiz,
jstring object_id);
JNIEXPORT
jfloat JNICALL OBJECT_TRACKER_METHOD(getMatchScore)(JNIEnv* env, jobject thiz,
jstring object_id);
JNIEXPORT
void JNICALL OBJECT_TRACKER_METHOD(getTrackedPositionNative)(
JNIEnv* env, jobject thiz, jstring object_id, jfloatArray rect_array);
JNIEXPORT
void JNICALL OBJECT_TRACKER_METHOD(nextFrameNative)(JNIEnv* env, jobject thiz,
jbyteArray y_data,
jbyteArray uv_data,
jlong timestamp,
jfloatArray vg_matrix_2x3);
JNIEXPORT
void JNICALL OBJECT_TRACKER_METHOD(forgetNative)(JNIEnv* env, jobject thiz,
jstring object_id);
JNIEXPORT
jbyteArray JNICALL OBJECT_TRACKER_METHOD(getKeypointsPacked)(
JNIEnv* env, jobject thiz, jfloat scale_factor);
JNIEXPORT
jfloatArray JNICALL OBJECT_TRACKER_METHOD(getKeypointsNative)(
JNIEnv* env, jobject thiz, jboolean only_found_);
JNIEXPORT
void JNICALL OBJECT_TRACKER_METHOD(getCurrentPositionNative)(
JNIEnv* env, jobject thiz, jlong timestamp, jfloat position_x1,
jfloat position_y1, jfloat position_x2, jfloat position_y2,
jfloatArray delta);
JNIEXPORT
void JNICALL OBJECT_TRACKER_METHOD(drawNative)(JNIEnv* env, jobject obj,
jint view_width,
jint view_height,
jfloatArray delta);
JNIEXPORT void JNICALL OBJECT_TRACKER_METHOD(downsampleImageNative)(
JNIEnv* env, jobject thiz, jint width, jint height, jint row_stride,
jbyteArray input, jint factor, jbyteArray output);
#ifdef __cplusplus
}
#endif
JNIEXPORT
void JNICALL OBJECT_TRACKER_METHOD(initNative)(JNIEnv* env, jobject thiz,
jint width, jint height,
jboolean always_track) {
LOGI("Initializing object tracker. %dx%d @%p", width, height, thiz);
const Size image_size(width, height);
TrackerConfig* const tracker_config = new TrackerConfig(image_size);
tracker_config->always_track = always_track;
// XXX detector
ObjectTracker* const tracker = new ObjectTracker(tracker_config, NULL);
set_object_tracker(env, thiz, tracker);
LOGI("Initialized!");
CHECK_ALWAYS(get_object_tracker(env, thiz) == tracker,
"Failure to set hand tracker!");
}
JNIEXPORT
void JNICALL OBJECT_TRACKER_METHOD(releaseMemoryNative)(JNIEnv* env,
jobject thiz) {
delete get_object_tracker(env, thiz);
set_object_tracker(env, thiz, NULL);
}
JNIEXPORT
void JNICALL OBJECT_TRACKER_METHOD(registerNewObjectWithAppearanceNative)(
JNIEnv* env, jobject thiz, jstring object_id, jfloat x1, jfloat y1,
jfloat x2, jfloat y2, jbyteArray frame_data) {
const char* const id_str = env->GetStringUTFChars(object_id, 0);
LOGI("Registering the position of %s at %.2f,%.2f,%.2f,%.2f", id_str, x1, y1,
x2, y2);
jboolean iCopied = JNI_FALSE;
// Copy image into currFrame.
jbyte* pixels = env->GetByteArrayElements(frame_data, &iCopied);
BoundingBox bounding_box(x1, y1, x2, y2);
get_object_tracker(env, thiz)->RegisterNewObjectWithAppearance(
id_str, reinterpret_cast<const uint8_t*>(pixels), bounding_box);
env->ReleaseByteArrayElements(frame_data, pixels, JNI_ABORT);
env->ReleaseStringUTFChars(object_id, id_str);
}
JNIEXPORT
void JNICALL OBJECT_TRACKER_METHOD(setPreviousPositionNative)(
JNIEnv* env, jobject thiz, jstring object_id, jfloat x1, jfloat y1,
jfloat x2, jfloat y2, jlong timestamp) {
const char* const id_str = env->GetStringUTFChars(object_id, 0);
LOGI(
"Registering the position of %s at %.2f,%.2f,%.2f,%.2f"
" at time %lld",
id_str, x1, y1, x2, y2, static_cast<long long>(timestamp));
get_object_tracker(env, thiz)->SetPreviousPositionOfObject(
id_str, BoundingBox(x1, y1, x2, y2), timestamp);
env->ReleaseStringUTFChars(object_id, id_str);
}
JNIEXPORT
void JNICALL OBJECT_TRACKER_METHOD(setCurrentPositionNative)(
JNIEnv* env, jobject thiz, jstring object_id, jfloat x1, jfloat y1,
jfloat x2, jfloat y2) {
const char* const id_str = env->GetStringUTFChars(object_id, 0);
LOGI("Registering the position of %s at %.2f,%.2f,%.2f,%.2f", id_str, x1, y1,
x2, y2);
get_object_tracker(env, thiz)->SetCurrentPositionOfObject(
id_str, BoundingBox(x1, y1, x2, y2));
env->ReleaseStringUTFChars(object_id, id_str);
}
JNIEXPORT
jboolean JNICALL OBJECT_TRACKER_METHOD(haveObject)(JNIEnv* env, jobject thiz,
jstring object_id) {
const char* const id_str = env->GetStringUTFChars(object_id, 0);
const bool haveObject = get_object_tracker(env, thiz)->HaveObject(id_str);
env->ReleaseStringUTFChars(object_id, id_str);
return haveObject;
}
JNIEXPORT
jboolean JNICALL OBJECT_TRACKER_METHOD(isObjectVisible)(JNIEnv* env,
jobject thiz,
jstring object_id) {
const char* const id_str = env->GetStringUTFChars(object_id, 0);
const bool visible = get_object_tracker(env, thiz)->IsObjectVisible(id_str);
env->ReleaseStringUTFChars(object_id, id_str);
return visible;
}
JNIEXPORT
jstring JNICALL OBJECT_TRACKER_METHOD(getModelIdNative)(JNIEnv* env,
jobject thiz,
jstring object_id) {
const char* const id_str = env->GetStringUTFChars(object_id, 0);
const TrackedObject* const object =
get_object_tracker(env, thiz)->GetObject(id_str);
env->ReleaseStringUTFChars(object_id, id_str);
jstring model_name = env->NewStringUTF(object->GetModel()->GetName().c_str());
return model_name;
}
JNIEXPORT
jfloat JNICALL OBJECT_TRACKER_METHOD(getCurrentCorrelation)(JNIEnv* env,
jobject thiz,
jstring object_id) {
const char* const id_str = env->GetStringUTFChars(object_id, 0);
const float correlation =
get_object_tracker(env, thiz)->GetObject(id_str)->GetCorrelation();
env->ReleaseStringUTFChars(object_id, id_str);
return correlation;
}
JNIEXPORT
jfloat JNICALL OBJECT_TRACKER_METHOD(getMatchScore)(JNIEnv* env, jobject thiz,
jstring object_id) {
const char* const id_str = env->GetStringUTFChars(object_id, 0);
const float match_score =
get_object_tracker(env, thiz)->GetObject(id_str)->GetMatchScore().value;
env->ReleaseStringUTFChars(object_id, id_str);
return match_score;
}
JNIEXPORT
void JNICALL OBJECT_TRACKER_METHOD(getTrackedPositionNative)(
JNIEnv* env, jobject thiz, jstring object_id, jfloatArray rect_array) {
jboolean iCopied = JNI_FALSE;
const char* const id_str = env->GetStringUTFChars(object_id, 0);
const BoundingBox bounding_box =
get_object_tracker(env, thiz)->GetObject(id_str)->GetPosition();
env->ReleaseStringUTFChars(object_id, id_str);
jfloat* rect = env->GetFloatArrayElements(rect_array, &iCopied);
bounding_box.CopyToArray(reinterpret_cast<float*>(rect));
env->ReleaseFloatArrayElements(rect_array, rect, 0);
}
JNIEXPORT
void JNICALL OBJECT_TRACKER_METHOD(nextFrameNative)(JNIEnv* env, jobject thiz,
jbyteArray y_data,
jbyteArray uv_data,
jlong timestamp,
jfloatArray vg_matrix_2x3) {
TimeLog("Starting object tracker");
jboolean iCopied = JNI_FALSE;
float vision_gyro_matrix_array[6];
jfloat* jmat = NULL;
if (vg_matrix_2x3 != NULL) {
// Copy the alignment matrix into a float array.
jmat = env->GetFloatArrayElements(vg_matrix_2x3, &iCopied);
for (int i = 0; i < 6; ++i) {
vision_gyro_matrix_array[i] = static_cast<float>(jmat[i]);
}
}
// Copy image into currFrame.
jbyte* pixels = env->GetByteArrayElements(y_data, &iCopied);
jbyte* uv_pixels =
uv_data != NULL ? env->GetByteArrayElements(uv_data, &iCopied) : NULL;
TimeLog("Got elements");
// Add the frame to the object tracker object.
get_object_tracker(env, thiz)->NextFrame(
reinterpret_cast<uint8_t*>(pixels), reinterpret_cast<uint8_t*>(uv_pixels),
timestamp, vg_matrix_2x3 != NULL ? vision_gyro_matrix_array : NULL);
env->ReleaseByteArrayElements(y_data, pixels, JNI_ABORT);
if (uv_data != NULL) {
env->ReleaseByteArrayElements(uv_data, uv_pixels, JNI_ABORT);
}
if (vg_matrix_2x3 != NULL) {
env->ReleaseFloatArrayElements(vg_matrix_2x3, jmat, JNI_ABORT);
}
TimeLog("Released elements");
PrintTimeLog();
ResetTimeLog();
}
JNIEXPORT
void JNICALL OBJECT_TRACKER_METHOD(forgetNative)(JNIEnv* env, jobject thiz,
jstring object_id) {
const char* const id_str = env->GetStringUTFChars(object_id, 0);
get_object_tracker(env, thiz)->ForgetTarget(id_str);
env->ReleaseStringUTFChars(object_id, id_str);
}
JNIEXPORT
jfloatArray JNICALL OBJECT_TRACKER_METHOD(getKeypointsNative)(
JNIEnv* env, jobject thiz, jboolean only_found) {
jfloat keypoint_arr[kMaxKeypoints * kKeypointStep];
const int number_of_keypoints =
get_object_tracker(env, thiz)->GetKeypoints(only_found, keypoint_arr);
// Create and return the array that will be passed back to Java.
jfloatArray keypoints =
env->NewFloatArray(number_of_keypoints * kKeypointStep);
if (keypoints == NULL) {
LOGE("null array!");
return NULL;
}
env->SetFloatArrayRegion(keypoints, 0, number_of_keypoints * kKeypointStep,
keypoint_arr);
return keypoints;
}
JNIEXPORT
jbyteArray JNICALL OBJECT_TRACKER_METHOD(getKeypointsPacked)(
JNIEnv* env, jobject thiz, jfloat scale_factor) {
// 2 bytes to a uint16_t and two pairs of xy coordinates per keypoint.
const int bytes_per_keypoint = sizeof(uint16_t) * 2 * 2;
jbyte keypoint_arr[kMaxKeypoints * bytes_per_keypoint];
const int number_of_keypoints =
get_object_tracker(env, thiz)->GetKeypointsPacked(
reinterpret_cast<uint16_t*>(keypoint_arr), scale_factor);
// Create and return the array that will be passed back to Java.
jbyteArray keypoints =
env->NewByteArray(number_of_keypoints * bytes_per_keypoint);
if (keypoints == NULL) {
LOGE("null array!");
return NULL;
}
env->SetByteArrayRegion(
keypoints, 0, number_of_keypoints * bytes_per_keypoint, keypoint_arr);
return keypoints;
}
JNIEXPORT
void JNICALL OBJECT_TRACKER_METHOD(getCurrentPositionNative)(
JNIEnv* env, jobject thiz, jlong timestamp, jfloat position_x1,
jfloat position_y1, jfloat position_x2, jfloat position_y2,
jfloatArray delta) {
jfloat point_arr[4];
const BoundingBox new_position = get_object_tracker(env, thiz)->TrackBox(
BoundingBox(position_x1, position_y1, position_x2, position_y2),
timestamp);
new_position.CopyToArray(point_arr);
env->SetFloatArrayRegion(delta, 0, 4, point_arr);
}
JNIEXPORT
void JNICALL OBJECT_TRACKER_METHOD(drawNative)(
JNIEnv* env, jobject thiz, jint view_width, jint view_height,
jfloatArray frame_to_canvas_arr) {
ObjectTracker* object_tracker = get_object_tracker(env, thiz);
if (object_tracker != NULL) {
jfloat* frame_to_canvas =
env->GetFloatArrayElements(frame_to_canvas_arr, NULL);
object_tracker->Draw(view_width, view_height, frame_to_canvas);
env->ReleaseFloatArrayElements(frame_to_canvas_arr, frame_to_canvas,
JNI_ABORT);
}
}
JNIEXPORT void JNICALL OBJECT_TRACKER_METHOD(downsampleImageNative)(
JNIEnv* env, jobject thiz, jint width, jint height, jint row_stride,
jbyteArray input, jint factor, jbyteArray output) {
if (input == NULL || output == NULL) {
LOGW("Received null arrays, hopefully this is a test!");
return;
}
jbyte* const input_array = env->GetByteArrayElements(input, 0);
jbyte* const output_array = env->GetByteArrayElements(output, 0);
{
tf_tracking::Image<uint8_t> full_image(
width, height, reinterpret_cast<uint8_t*>(input_array), false);
const int new_width = (width + factor - 1) / factor;
const int new_height = (height + factor - 1) / factor;
tf_tracking::Image<uint8_t> downsampled_image(
new_width, new_height, reinterpret_cast<uint8_t*>(output_array), false);
downsampled_image.DownsampleAveraged(
reinterpret_cast<uint8_t*>(input_array), row_stride, factor);
}
env->ReleaseByteArrayElements(input, input_array, JNI_ABORT);
env->ReleaseByteArrayElements(output, output_array, 0);
}
} // namespace tf_tracking