AllObjectsDetection v 1.0

import os
os.environ["TF_CPP_MIN_LOG_LEVEL"] = "3"
from pixellib.instance import instance_segmentation
from exif import Image
import cv2


def object_detection_on_an_image():
    segment_image = instance_segmentation()
    segment_image.load_model("C:/Users/dellx/PycharmProjects/pythonProject6/mask_rcnn_coco.h5")

    #target_class = segment_image.select_target_classes(tree=True)
    result = segment_image.segmentImage(
        image_path="img/pic9.jpg",
        show_bboxes=True,
        # segment_target_classes=target_class,
        # extract_segmented_objects=True,
        # save_extracted_objects=True,
        output_image_name="output.jpg"
    )

    # print(result[0]["scores"])
    objects_count = len(result[0]["scores"])
    print(f"founded: {objects_count}")


def main():
    object_detection_on_an_image()


if __name__ == '__main__':
    main()