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Updated multiply function in iOS Image Segmenter tests to use C++ vectors

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This commit is contained in:
Prianka Liz Kariat 2023-09-15 14:21:33 +05:30
parent fad7f9cdb4
commit b3be1418da
1 changed files with 19 additions and 19 deletions
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36
mediapipe/tasks/ios/test/vision/image_segmenter/MPPImageSegmenterTests.mm
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@ -20,6 +20,9 @@
#import "mediapipe/tasks/ios/vision/image_segmenter/sources/MPPImageSegmenter.h"
#import "mediapipe/tasks/ios/vision/image_segmenter/sources/MPPImageSegmenterResult.h"
#include <vector>
#include <iostream>
static MPPFileInfo *const kCatImageFileInfo = [[MPPFileInfo alloc] initWithName:@"cat"
type:@"jpg"];
static MPPFileInfo *const kCatGoldenImageFileInfo = [[MPPFileInfo alloc] initWithName:@"cat_mask"
@ -34,39 +37,36 @@ static NSString *const kExpectedErrorDomain = @"com.google.mediapipe.tasks";
constexpr float kSimilarityThreshold = 0.96f;
constexpr NSInteger kMagnificationFactor = 10;
double sum(const float *mask, size_t size) {
double sum(const std::vector<float>& mask) {
double sum = 0.0;
for (int i = 0; i < size; i++) {
sum += mask[i];
for (const float &maskElement : mask) {
sum += maskElement;
}
return sum;
}
float *multiply(const float *mask1, const float *mask2, size_t size) {
std::vector<float> multiply(const float *mask1, const float *mask2, size_t size) {
double sum = 0.0;
float *multipliedMask = (float *)malloc(size * sizeof(float));
if (!multipliedMask) {
exit(-1);
}
std::vector<float> multipliedMask;
multipliedMask.reserve(size);
for (int i = 0; i < size; i++) {
multipliedMask[i] = mask1[i] * mask2[i];
multipliedMask.push_back(mask1[i] * mask2[i]);
}
return multipliedMask;
}
double softIOU(const float *mask1, const float *mask2, size_t size) {
float *interSectionVector = multiply(mask1, mask2, size);
double interSectionSum = sum(interSectionVector, size);
free(interSectionVector);
std::vector<float> interSectionVector = multiply(mask1, mask2, size);
double interSectionSum = sum(interSectionVector);
float *m1m1Vector = multiply(mask1, mask1, size);
double m1m1 = sum(m1m1Vector, size);
free(m1m1Vector);
std::vector<float> m1m1Vector = multiply(mask1, mask1, size);
double m1m1 = sum(m1m1Vector);
float *m2m2Vector = multiply(mask2, mask2, size);
double m2m2 = sum(m2m2Vector, size);
free(m2m2Vector);
std::vector<float> m2m2Vector = multiply(mask2, mask2, size);
double m2m2 = sum(m2m2Vector);
double unionSum = m1m1 + m2m2 - interSectionSum;