use cecile_supercool_tracker::examples::{current_time_ms, BoxGen2}; use cecile_supercool_tracker::prelude::{NoopNotifier, ObservationBuilder, TrackStoreBuilder}; use cecile_supercool_tracker::trackers::sort::metric::SortMetric; use cecile_supercool_tracker::trackers::sort::voting::SortVoting; use cecile_supercool_tracker::trackers::sort::{ SortAttributes, SortAttributesOptions, DEFAULT_SORT_IOU_THRESHOLD, }; use cecile_supercool_tracker::trackers::spatio_temporal_constraints::SpatioTemporalConstraints; use cecile_supercool_tracker::voting::Voting; use std::sync::Arc; use std::thread; use std::time::Duration; const FEAT0: u64 = 0; const BBOX_HISTORY: usize = 100; fn main() { let mut store = TrackStoreBuilder::default() .default_attributes(SortAttributes::new(Arc::new(SortAttributesOptions::new( None, 0, BBOX_HISTORY, SpatioTemporalConstraints::default(), 1.0 / 20.0, 1.0 / 160.0, )))) .metric(SortMetric::default()) .notifier(NoopNotifier) .build(); let pos_drift = 1.0; let box_drift = 0.2; let mut b1 = BoxGen2::new_monotonous(100.0, 100.0, 10.0, 15.0, pos_drift, box_drift); let mut b2 = BoxGen2::new_monotonous(10.0, 10.0, 12.0, 18.0, pos_drift, box_drift); for _ in 0..10 { let obj1b = b1.next().unwrap(); let obj2b = b2.next().unwrap(); let track_id = u64::try_from(current_time_ms()).unwrap(); let obj1t = store .new_track(track_id) .observation( ObservationBuilder::new(FEAT0) .observation_attributes(obj1b.into()) .build(), ) .build() .unwrap(); let obj2t = store .new_track(track_id + 1) .observation( ObservationBuilder::new(FEAT0) .observation_attributes(obj2b.into()) .build(), ) .build() .unwrap(); thread::sleep(Duration::from_millis(2)); for t in [obj1t, obj2t] { let search_track = t.clone(); let (dists, errs) = store.foreign_track_distances(vec![search_track], FEAT0, false); assert!(errs.all().is_empty()); let voting = SortVoting::new( DEFAULT_SORT_IOU_THRESHOLD, 1, store.shard_stats().iter().sum(), ); let dists = dists.all(); let mut winners = voting.winners(dists); if winners.is_empty() { store.add_track(t).unwrap(); } else { let winner = winners.get_mut(&t.get_track_id()).unwrap().pop().unwrap(); if winner == t.get_track_id() { store.add_track(t).unwrap(); } else { store.merge_external(winner, &t, None, false).unwrap(); } } } } let tracks = store.find_usable(); for (t, _) in tracks { let t = store.fetch_tracks(&[t]); eprintln!("Track id: {}", t[0].get_track_id()); eprintln!("Boxes: {:#?}", t[0].get_attributes().predicted_boxes); } }