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ByteTrackBuilder

Struct ByteTrackBuilder 

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pub struct ByteTrackBuilder { /* private fields */ }
Expand description

Builder for ByteTrack with fluent setter methods.

All parameters have defaults tuned for typical 30-fps inference pipelines. Call ByteTrackBuilder::new (or Default::default()) to start with the defaults, override only what you need, then call ByteTrackBuilder::build to construct the tracker.

§Example

use edgefirst_tracker::bytetrack::ByteTrackBuilder;

let tracker = ByteTrackBuilder::new()
    .track_high_conf(0.5)          // accept more low-quality detections
    .track_extra_lifespan(1_000_000_000) // keep lost tracks for 1 s
    .build::<edgefirst_tracker::MockDetection>();

Implementations§

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impl ByteTrackBuilder

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pub fn new() -> Self

Creates a new ByteTrackBuilder with default parameters. These defaults are:

  • track_high_conf: 0.7
  • track_iou: 0.25
  • track_update: 0.25
  • track_extra_lifespan: 500_000_000 (0.5 seconds)
§Examples
use edgefirst_tracker::{bytetrack::ByteTrackBuilder, Tracker, MockDetection};
let mut tracker = ByteTrackBuilder::new().build();
assert_eq!(tracker.track_high_conf, 0.7);
assert_eq!(tracker.track_iou, 0.25);
assert_eq!(tracker.track_update, 0.25);
assert_eq!(tracker.track_extra_lifespan, 500_000_000);
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pub fn track_extra_lifespan(self, lifespan: u64) -> Self

Sets the extra lifespan for tracks in nanoseconds.

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pub fn track_high_conf(self, conf: f32) -> Self

Sets the high confidence threshold for tracking.

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pub fn track_iou(self, iou: f32) -> Self

Sets the IOU threshold for tracking.

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pub fn track_update(self, update: f32) -> Self

Sets the update rate for the Kalman filter.

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pub fn build<T: DetectionBox>(self) -> ByteTrack<T>

Builds the ByteTrack tracker with the specified parameters.

§Examples
use edgefirst_tracker::{bytetrack::ByteTrackBuilder, Tracker, MockDetection};
let mut tracker = ByteTrackBuilder::new()
    .track_high_conf(0.8)
    .track_iou(0.3)
    .track_update(0.2)
    .track_extra_lifespan(1_000_000_000)
    .build();
assert_eq!(tracker.track_high_conf, 0.8);
assert_eq!(tracker.track_iou, 0.3);
assert_eq!(tracker.track_update, 0.2);
assert_eq!(tracker.track_extra_lifespan, 1_000_000_000);

Trait Implementations§

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impl Clone for ByteTrackBuilder

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fn clone(&self) -> ByteTrackBuilder

Returns a duplicate of the value. Read more
1.0.0 (const: unstable) · Source§

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl Copy for ByteTrackBuilder

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impl Debug for ByteTrackBuilder

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fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter. Read more
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impl Default for ByteTrackBuilder

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fn default() -> Self

Returns the “default value” for a type. Read more
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impl PartialEq for ByteTrackBuilder

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fn eq(&self, other: &ByteTrackBuilder) -> bool

Equality operator ==. Read more
1.0.0 (const: unstable) · Source§

fn ne(&self, other: &Rhs) -> bool

Inequality operator !=. Read more
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impl StructuralPartialEq for ByteTrackBuilder

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Gets the TypeId of self. Read more
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unsafe fn clone_to_uninit(&self, dest: *mut u8)

🔬This is a nightly-only experimental API. (clone_to_uninit)
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