Create Cloud-Hosted Dataset¶
Datasets can be hosted in cloud. Location of datasets can be following: 1. A dataset can be hosted on your private cloud, or your AWS S3, your Google Firebase storage, your Azure account. 2. A dataset can be uploaded to TrainingData.io's cloud storage. We use AWS S3.
1. Upload Archive: zip or tar to TD.io's Cloud Storage¶
Alternatively, you can upload an archive:
- Add new dataset
- Select "Remote"
- Enter a name for the dataset
- Click "Upload Files"
- Select an archive of files and folders (recursive folder structure preserved with image files)
- Select "Submit" Individual image files will be uploaded to TD.io's cloud storage. Folder structure will be preserved exactly as given in archive.
2. Upload Individual Image Files and Folders to TD.io's Cloud Storage¶
Alternatively, you can upload individual files and Folders to TD.io's Cloud:
- Add new dataset
- Select "Remote"
- Enter a name for the dataset
- Click "Upload Files"
- Select "Upload Files" and select individual files
- Select "Upload Folder" and select individual folder
- Inspect individual files
- Select "Submit" Individual image files will be uploaded to TD.io's cloud storage. (Folder structure will be preserved exactly as that of selected folder)
3. Upload Video Files to TD.io's Cloud¶
Alternatively, you can upload video files to TD.io's Cloud:
- Add new dataset
- Select "Remote"
- Enter a name for the dataset
- Click "Upload Files"
- Select "Upload Files" and select individual video files (mov, avi)
- Inspect video files to be uploaded
- Select "Submit" Video files will be broken down into individual frames by TD.io's cloud system
4. Upload CSV File to Self Hosted-Cloud URLs¶
Prepare a CSV file with a list of URLs as shown below:
- login to your TrainingData.io account.
- Select "Data" tab.
- Select "Add New Dataset".
- Enter name for new Dataset
- Select "Remote"
- Upload a csv file that arranges URLs like this
- Select "Submit"
- Inspect new dataset
Supported File Formats¶
TrainingData.io application standard image annotating interface supports the following image file formats.
PNG
JPEG
BMP
DICOM (natively)
NIFTI (natively)
MOV (H.264, H.265, VP8/9 natively)
MP4 (H.264, H.265, VP8/9 natively)
TAR
ZIP
GZ
CSV