I possess a synthetic dataset of drug prescriptions that contains around 18,000 images. Each image is equipped with labeled fields, such as the patient's name, type of drugs, and so on, accompanied by their corresponding bounding boxes. To mark the fields on the prescription, I utilized VGG image annotation software. The labels and bounding boxes for all images were saved in a large JSON file.
After uploading the dataset to cloud storage, I obtained the cloud path of each image in CSV format. To create the input file in CSV, I merged the labels and bounding boxes (after converting them to CSV) with the image path. Since the input file was too large, I split the file into chunks and uploaded them successfully to Vertex AI. However, upon checking the uploaded dataset, I noticed that the images were present, but the label and bounding boxes were missing.
I would appreciate if anyone could provide me with insight into what went wrong or help me resolve the issue. Thank you.
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