Hi I have annotated multi object dataset and exported as tensorflow format in VoTT. however I have no clue how to use it with tensorflow api.
Vott produces json file for each annotated images as follows:
"asset": { "format": "jpg", "id": "0b1e1aac9a6f2cc4e51d95ef368dbfe7", "name": "lemon160.jpg", "path": "file:/Volumes/Solix/Datasets/limedata/imgs_raw/lemon160.jpg", "size": { "width": 1280, "height": 720 }, "state": 2, "type": 1 }, "regions": [ { "id": "HWaHAokRV", "type": "RECTANGLE", "tags": [ "Expired Lime" ], "boundingBox": { "height": 362.8564453125, "width": 510.81555834378923, "left": 625.7465495608532, "top": 355.5866350446429 }, "points": [ { "x": 625.7465495608532, "y": 355.5866350446429 }, { "x": 1136.5621079046425, "y": 355.5866350446429 }, { "x": 1136.5621079046425, "y": 718.4430803571429 }, { "x": 625.7465495608532, "y": 718.4430803571429 } ] }
}
can somebody suggest me a way to convert these files to tfrecords?