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Upload Training Data

1.Upload Training Data with DS2 Datasets

The first step in AI development is data preparation for AI training.

In DS2 DATASET, you can directly upload data from your personal computer or import data by linking with a database management system.

DS2 DATASET supports data upload in CSV, ZIP (png, jpg, jpeg, gif) and Video (mp4, mov) file formats, and supports interworking with database management systems such as MySQL, Postgre SQL, Oracle, and MSSQL.

1-1. Supported Data Formats

Data Type Data AI(Artificial Intelligence) Need to require
CSV text data(structured data) Category classification model, continuous value classification model, natural language classification, time series processing, recommendation system No
Video(MP4, MOV) video data Object detection No
ZIP image data Image classification, object detection No
DB PostgreSQL, Oracle, MSSQL, MySQL Category classification model, continuous value classification model, natural language classification, time series processing, recommendation system Yes

2.Upload Data

2-1. Select data format

You can upload data stored in your personal computer to the DS2.ai AI development server by clicking the [Add Data] button. CSV, ZIP (png, jpg, jpeg, gif), Video (mp4, mov) file formats are supported, and the database management system supports interworking with MySQL, Postgre SQL, Oracle, MSSQL, etc.


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Data Type File Restrictions Data Setting
CSV CSV file of 2 GB or less, only one can be uploaded Select the result column or enter it manually.
Video(MP4, MOV) MP4 and MOV files under 5GB. Only one can be uploaded Enter a frame value (frames per minute between 1 and 600) (default: 60)
ZIP Compressed files must contain at least 10 images.
Only ZIP files of 1 GB or less can be uploaded.Only PNG/JPG/JPEG/GIF formats are supported for compressed image files.
*Only one can be uploaded
Check whether labeling is included in the zip file

1) CSV File


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Drag the file into the dotted square box at the top or click the [Find File] button to upload.
* Select or enter the result (predicted value) column in the 'data settings'.

3) Zip File


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Drag the file into the dotted square box at the top or click the [Find File] button to upload.
*Check whether labeling data is included in the zip file in "Data Settings".

4) Video File


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Drag the file into the dotted square box at the top or click the [Find File] button to upload.
* Set the frame value in the data setting. Enter frames per minute between frame values(1 to 600) (default: 60)

5) Database


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Enter data name, host, post, id, password, schema, and table information to link with the database management system environment.
* For database (MySQL, Postgresql, Oracle, MSSQL) linkage, you must contact the company. Contact us via Channel Talk to connect your DBMS to DS2 DATASET.