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ayoolaolafenwa avatar ayoolaolafenwa commented on June 1, 2024 1

Presently you cannot export the anchors of the bounding boxes into a json file.
But you can obtain the following arrays.
-Detected Objects' arrays

-Objects' corresponding class_ids' arrays

-Segmentation masks' arrays

-Output's array

By using this code

segmask, output = segment_image.segmentImage()

You can test the code for obtaining arrays and print out the shape of the output by modifying the instance segmentation code below.
`import pixellib
from pixellib.instance import instance_segmentation
import cv2

instance_seg = instance_segmentation()
instance_seg.load_model("mask_rcnn_coco.h5")
segmask, output = instance_seg.segmentImage("sample2.jpg")
cv2.imwrite("img.jpg", output)
print(output.shape)`
Obtain arrays of segmentation with bounding boxes by including the parameter show_bboxes.

segmask, output = segment_image.segmentImage(show_bboxes = True)

The full code

`import pixellib
from pixellib.instance import instance_segmentation
import cv2

instance_seg = instance_segmentation()
instance_seg.load_model("mask_rcnn_coco.h5")
segmask, output = instance_seg.segmentImage("sample2.jpg", show_bboxes= True)
cv2.imwrite("img.jpg", output)
print(output.shape)
`

I will consider the exportation of anchors of bounding boxes into json in the future version of this library.

from pixellib.

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