VGG Image Annotator CSV
to
YOLOv8 PyTorch TXT
The Visual Geometry Group (VGG) at the University of Oxford released an open source annotation tool called VIA (VGG Image Annotator). It outputs its labels to CSV or JSON; Roboflow supports importing both and converting them to any other object detection format you like.
We also also have a full VGG Image Annotator tutorial covering how to label your object detection dataset.
With Roboflow, you can deploy a computer vision model without having to build your own infrastructure.
The
models all use the
data format.
filename,file_size,file_attributes,region_count,region_id,region_shape_attributes,region_attributes
1be.jpg,46626,"{""caption"":"""",""public_domain"":""no"",""image_url"":""""}",8,0,"{""name"":""rect"",""x"":238,""y"":34,""width"":59,""height"":87}","{""name"":""helmet"",""type"":""unknown"",""image_quality"":{""good"":true,""frontal"":true,""good_illumination"":true}}"
1be.jpg,46626,"{""caption"":"""",""public_domain"":""no"",""image_url"":""""}",8,1,"{""name"":""rect"",""x"":89,""y"":143,""width"":87,""height"":128}","{""name"":""person"",""type"":""unknown"",""image_quality"":{""good"":true,""frontal"":true,""good_illumination"":true}}"
1be.jpg,46626,"{""caption"":"""",""public_domain"":""no"",""image_url"":""""}",8,2,"{""name"":""rect"",""x"":236,""y"":244,""width"":52,""height"":73}","{""name"":""person"",""type"":""unknown"",""image_quality"":{""good"":true,""frontal"":true,""good_illumination"":true}}"
1be.jpg,46626,"{""caption"":"""",""public_domain"":""no"",""image_url"":""""}",8,3,"{""name"":""rect"",""x"":356,""y"":-1,""width"":55,""height"":80}","{""name"":""person"",""type"":""unknown"",""image_quality"":{""good"":true,""frontal"":true,""good_illumination"":true}}"
1be.jpg,46626,"{""caption"":"""",""public_domain"":""no"",""image_url"":""""}",8,4,"{""name"":""rect"",""x"":315,""y"":287,""width"":54,""height"":88}","{""name"":""helmet"",""type"":""unknown"",""image_quality"":{""good"":true,""frontal"":true,""good_illumination"":true}}"
1be.jpg,46626,"{""caption"":"""",""public_domain"":""no"",""image_url"":""""}",8,5,"{""name"":""rect"",""x"":554,""y"":94,""width"":73,""height"":119}","{""name"":""helmet"",""type"":""unknown"",""image_quality"":{""good"":true,""frontal"":true,""good_illumination"":true}}"
1be.jpg,46626,"{""caption"":"""",""public_domain"":""no"",""image_url"":""""}",8,6,"{""name"":""rect"",""x"":384,""y"":297,""width"":42,""height"":74}","{""name"":""helmet"",""type"":""unknown"",""image_quality"":{""good"":true,""frontal"":true,""good_illumination"":true}}"
1be.jpg,46626,"{""caption"":"""",""public_domain"":""no"",""image_url"":""""}",8,7,"{""name"":""rect"",""x"":507,""y"":244,""width"":53,""height"":64}","{""name"":""helmet"",""type"":""unknown"",""image_quality"":{""good"":true,""frontal"":true,""good_illumination"":true}}"
0af.jpg,49656,"{""caption"":"""",""public_domain"":""no"",""image_url"":""""}",13,0,"{""name"":""rect"",""x"":116,""y"":35,""width"":61,""height"":86}","{""name"":""person"",""type"":""unknown"",""image_quality"":{""good"":true,""frontal"":true,""good_illumination"":true}}"