From a8b94863d2178d84b7e6c66eae38d0964eeca165 Mon Sep 17 00:00:00 2001 From: Kentaro Wada Date: Mon, 13 Jul 2020 20:19:17 +0100 Subject: [PATCH] Add data_dataset_coco/Visualization --- .../Visualization/2011_000003.jpg | Bin 0 -> 45413 bytes .../Visualization/2011_000006.jpg | Bin 0 -> 35010 bytes .../Visualization/2011_000025.jpg | Bin 0 -> 36178 bytes .../instance_segmentation/labelme2coco.py | 30 ++++++++++++++++-- 4 files changed, 28 insertions(+), 2 deletions(-) create mode 100644 examples/instance_segmentation/data_dataset_coco/Visualization/2011_000003.jpg create mode 100644 examples/instance_segmentation/data_dataset_coco/Visualization/2011_000006.jpg create mode 100644 examples/instance_segmentation/data_dataset_coco/Visualization/2011_000025.jpg diff --git a/examples/instance_segmentation/data_dataset_coco/Visualization/2011_000003.jpg b/examples/instance_segmentation/data_dataset_coco/Visualization/2011_000003.jpg new file mode 100644 index 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b/examples/instance_segmentation/labelme2coco.py @@ -10,8 +10,8 @@ import sys import uuid +import imgviz import numpy as np -import PIL.Image import labelme @@ -29,6 +29,9 @@ def main(): parser.add_argument("input_dir", help="input annotated directory") parser.add_argument("output_dir", help="output dataset directory") parser.add_argument("--labels", help="labels file", required=True) + parser.add_argument( + "--noviz", help="no visualization", action="store_true" + ) args = parser.parse_args() if osp.exists(args.output_dir): @@ -36,6 +39,8 @@ def main(): sys.exit(1) os.makedirs(args.output_dir) os.makedirs(osp.join(args.output_dir, "JPEGImages")) + if not args.noviz: + os.makedirs(osp.join(args.output_dir, "Visualization")) print("Creating dataset:", args.output_dir) now = datetime.datetime.now() @@ -85,7 +90,7 @@ def main(): out_img_file = osp.join(args.output_dir, "JPEGImages", base + ".jpg") img = labelme.utils.img_data_to_arr(label_file.imageData) - PIL.Image.fromarray(img).convert("RGB").save(out_img_file) + imgviz.io.imsave(out_img_file, img) data["images"].append( dict( license=0, @@ -153,6 +158,27 @@ def main(): ) ) + if not args.noviz: + labels, captions, masks = zip( + *[ + (class_name_to_id[cnm], cnm, msk) + for (cnm, gid), msk in masks.items() + if cnm in class_name_to_id + ] + ) + viz = imgviz.instances2rgb( + image=img, + labels=labels, + masks=masks, + captions=captions, + font_size=15, + line_width=2, + ) + out_viz_file = osp.join( + args.output_dir, "Visualization", base + ".jpg" + ) + imgviz.io.imsave(out_viz_file, viz) + with open(out_ann_file, "w") as f: json.dump(data, f)