I've got some images of cell organelles and I really want to avoid labeling them by hand. The images all look something like the image below. Is there already an existing model specifially for cells? I tried it with existing models like
deeplabv3_xception65_ade20k.h5 but as they aren't built for cells the results aren't good.
My code is pretty basic right now:
from pixellib.instance import instance_segmentation from PIL import Image def segmentImage(): segment_image = instance_segmentation() segment_image.load_model("mask_rcnn_coco.h5") segment_image.segmentImage("cell.jpg", output_image_name="cell_seg.jpg", show_bboxes=True)
Cell example image:
Example segmentation result: