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Welcome to this step-by-step guide on how to perform data augmentation using Repli5.

Gain Access

Apply for an account by emailing your email address and use case to invite@repli5.com. Sign up using the invite link sent to your inbox.

Repli5 Dashboard

Repli5 Dashboard
In the side panel you can navigate to:
  1. Dashboard
  2. Data Library
  3. Marketplace
  4. Augment (Defect Generation, Variation Generator, Sim-to-Real, Real-to-Real)

Augment Workflow

Augment Workflow
  1. Navigate to the Augment page.
  2. Select your desired workflow tab (Defect Generation, Variation Generator, or Sim-to-Real).
  3. Select a source dataset from the Dataset panel (or upload a single image in the Upload tab).
  4. Configure your defect presets, variation prompt, or scene condition preset.
  5. Press the Augment button to launch the job.
  6. Monitor progress and automated quality evaluation scores in the Augment History panel at the bottom of the page.

View and Compare

View and Compare
  • Use the slider to compare the input vs. output image side-by-side.
  • Use the toggle buttons to switch between RGB, Depth, Instance, and Semantics for comparison.
  • Use the Show bounding boxes checkbox to toggle 2D/3D bounding boxes.

Downloading Your Dataset

Download Dataset
  • Navigate to the Data Library from the navigation pane on the left side of the screen.
  • Click Download on your completed dataset to download the full .zip package (input RGB, augmented images, masks, and bounding-box / COCO annotations).