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.
Below, we show how to convert data to and from
VGG Image Annotator CSV
. We also list popular models that use the
VGG Image Annotator CSV
data format. Our conversion tools are free to use.
Free data conversion
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Free data conversion
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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}}"