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Notebooks code, models, associations for results presented at ICCV-BIC

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@lmanan lmanan released this 05 Nov 19:54
v1.0.0
3b14614

Release Overview

This release provides all code, models, embeddings, and association files required to fully reproduce the published notebooks in attrackt_experiments.
It includes end-to-end resources for unsupervised and fine-tuned tracking on both the Bacteria and HeLa datasets.
This release is aligned with the attrackt release v1.0.0 available here.

Included Artifacts

  • Embeddings
    embeddings-Bacteria-v1 — Autoencoder embeddings for the Bacteria dataset.
    embeddings-HeLa-v1 — Autoencoder embeddings for the HeLa dataset.
  • Associations
    associations-Bacteria-v1 — Associations produced after unsupervised training on Bacteria.
    associations-HeLa-v1 — Associations produced after unsupervised training on HeLa.
    finetuned-associations-100-Bacteria-v1 — Associations fine-tuned using 100 GT nodes for Bacteria.
    finetuned-associations-100-HeLa-v1 — Associations fine-tuned using 100 GT nodes for HeLa.
  • Tracking Results
    results-position-only-Bacteria-v1.zip — Tracking on Bacteria using only positional features (Notebook 1).
    results-position-only-HeLa-v1.zip — Tracking on HeLa using only positional features (Notebook 1).
    results-position-and-embeddings-Bacteria-v1.zip — Tracking on Bacteria using position + autoencoder embeddings (Notebook 2).
    results-position-and-embeddings-HeLa-v1.zip — Tracking on HeLa using position + autoencoder embeddings (Notebook 2).
    results-position-and-associations-Bacteria-v1.zip — Tracking on Bacteria using position + unsupervised associations (Notebook 3).
    results-position-and-associations-HeLa-v1.zip — Tracking on HeLa using position + unsupervised associations (Notebook 3).
    results-position-and-finetuned-associations-Bacteria-v1.zip — Tracking on Bacteria using position + fine-tuned associations (Notebook 4).
    results-position-and-finetuned-associations-HeLa-v1.zip — Tracking on HeLa using position + fine-tuned associations (Notebook 4).
  • Confidence Rankings
    confidence-Bacteria-v1 — Nodes and edges sorted by confidence score for Bacteria.
    confidence-HeLa-v1 — Nodes and edges sorted by confidence score for HeLa.
  • Models
    autoencoder-2025-10-11-Bacteria-v1 — Trained autoencoder model for Bacteria.
Assets 19
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