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Image Batch Range - Sample images by start and step

Node Purpose: Image Batch Range samples images from a batch using start_index, step, and num_frame. num_frame means the final number of images to output. When num_frame = 0, it keeps sampling from start_index to the end using step. If start_index is out of range (≥ total), the output is an empty batch.

Inputs

Name Port Type Default Range Description
image - IMAGE - - Input image batch.
start_index - INT 0 0-8192 Starting frame index. If start_index ≥ total, returns empty.
step - INT 1 1-8192 Sampling stride. 1 means contiguous, 2 means take every other image.
num_frame - INT 1 0-8192 Final number of images to take. 0 means keep taking with step until the end.

Outputs

Name Type Description
image IMAGE Sampled image batch based on start/step settings, or empty when out-of-range.

Features

  • Bounds-safe: returns empty when start_index ≥ total.
  • Step sampling: starts at start_index and samples using step.
  • To-end mode: when num_frame = 0, sampling continues until the final image.
  • Async slicing: performs the slice on a worker thread to avoid blocking.
  • Empty handling: returns a matching dtype/device empty batch when needed.

Typical Usage

  • Take the first N images contiguously: start_index=0, step=1, num_frame=N.
  • Sample every K images from a point: start_index=S, step=K, num_frame=N.
  • Sample from a point to the end: start_index=S, step=K, num_frame=0.

Notes & Tips

  • If start_index ≥ total, output is empty.
  • If num_frame > 0 and fewer images are available, only the available images are returned.
  • When step = 1, behavior remains compatible with the old contiguous slice behavior.
  • If total = 0, output is an empty batch.