Includes
-------------------------------------------*/
#include <stdint.h>
#include <stdio.h>
#include <stdlib.h>
#include <string.h>
#include "ppocr_system.h"
#include "image_utils.h"
#include "image_drawing.h"
#include "file_utils.h"
#define INDENT " "
#define THRESHOLD 0.3
#define BOX_THRESHOLD 0.6
#define USE_DILATION false
#define DB_SCORE_MODE "slow"
#define DB_BOX_TYPE "poly"
#define DB_UNCLIP_RATIO 1.5
Main Function
-------------------------------------------*/
int main(int argc, char** argv)
{
if (argc != 4) {
printf("%s <det_model_path> <rec_model_path> <image_path>\n", argv[0]);
return -1;
}
const char* det_model_path = argv[1];
const char* rec_model_path = argv[2];
const char* image_path = argv[3];
int ret;
ppocr_system_app_context rknn_app_ctx;
memset(&rknn_app_ctx, 0, sizeof(ppocr_system_app_context));
ret = init_ppocr_model(det_model_path, &rknn_app_ctx.det_context);
if (ret != 0) {
printf("init_ppocr_model fail! ret=%d det_model_path=%s\n", ret, det_model_path);
return -1;
}
ret = init_ppocr_model(rec_model_path, &rknn_app_ctx.rec_context);
if (ret != 0) {
printf("init_ppocr_model fail! ret=%d rec_model_path=%s\n", ret, rec_model_path);
return -1;
}
image_buffer_t src_image;
memset(&src_image, 0, sizeof(image_buffer_t));
ret = read_image(image_path, &src_image);
if (ret != 0) {
printf("read image fail! ret=%d image_path=%s\n", ret, image_path);
return -1;
}
ppocr_text_recog_array_result_t results;
ppocr_det_postprocess_params params;
params.threshold = THRESHOLD;
params.box_threshold = BOX_THRESHOLD;
params.use_dilate = USE_DILATION;
params.db_score_mode = DB_SCORE_MODE;
params.db_box_type = DB_BOX_TYPE;
params.db_unclip_ratio = DB_UNCLIP_RATIO;
const unsigned char blue[] = {0, 0, 255};
ret = inference_ppocr_system_model(&rknn_app_ctx, &src_image, ¶ms, &results);
if (ret != 0) {
printf("inference_ppocr_system_model fail! ret=%d\n", ret);
goto out;
}
printf("DRAWING OBJECT\n");
for (int i = 0; i < results.count; i++)
{
printf("[%d] @ [(%d, %d), (%d, %d), (%d, %d), (%d, %d)]\n", i,
results.text_result[i].box.left_top.x, results.text_result[i].box.left_top.y, results.text_result[i].box.right_top.x, results.text_result[i].box.right_top.y,
results.text_result[i].box.right_bottom.x, results.text_result[i].box.right_bottom.y, results.text_result[i].box.left_bottom.x, results.text_result[i].box.left_bottom.y);
draw_line(&src_image, results.text_result[i].box.left_top.x, results.text_result[i].box.left_top.y, results.text_result[i].box.right_top.x, results.text_result[i].box.right_top.y, 255, 2);
draw_line(&src_image, results.text_result[i].box.right_top.x, results.text_result[i].box.right_top.y, results.text_result[i].box.right_bottom.x, results.text_result[i].box.right_bottom.y, 255, 2);
draw_line(&src_image, results.text_result[i].box.right_bottom.x, results.text_result[i].box.right_bottom.y, results.text_result[i].box.left_bottom.x, results.text_result[i].box.left_bottom.y, 255, 2);
draw_line(&src_image, results.text_result[i].box.left_bottom.x, results.text_result[i].box.left_bottom.y, results.text_result[i].box.left_top.x, results.text_result[i].box.left_top.y, 255, 2);
printf("regconize result: %s, score=%f\n", results.text_result[i].text.str, results.text_result[i].text.score);
}
printf(" SAVE TO ./out.jpg\n");
write_image("./out.jpg", &src_image);
out:
ret = release_ppocr_model(&rknn_app_ctx.det_context);
if (ret != 0) {
printf("release_ppocr_model det_context fail! ret=%d\n", ret);
}
ret = release_ppocr_model(&rknn_app_ctx.rec_context);
if (ret != 0) {
printf("release_ppocr_model rec_context fail! ret=%d\n", ret);
}
if (src_image.virt_addr != NULL) {
free(src_image.virt_addr);
}
return 0;
}