vanvalenlab/torch-tracking

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Model Details

Model Description

• Developed by: The Van Valen Lab
• Model type: multimodal deep learning framework for cell tracking
• Language(s) (NLP): en
• License: Modified Apache 2.0 Noncommercial

Model Sources [optional]

• Repository: Github
• Paper: Caliban: Accurate cell tracking and lineage construction in live-cell imaging experiments with deep learning

Uses

In progress

Direct Use

In progress

Out-of-Scope Use

In progress

Bias, Risks, and Limitations

In progress

How to Get Started with the Model

In progress

Training Details

Training Data

In progress

Training Procedure

Preprocessing

In progress

Training Hyperparameters

In progress

Loss function

In progress

Evaluation

Testing Data, Factors & Metrics

Testing Data

In progress

Metrics

In progress

Environmental Impact

• Hardware Type: RTX A6000
• Hours used: 1
• Cloud Provider: Private infrastructure
• Carbon Efficiency: 0.432 kg/kWh
• Carbon Emitted: 0.13 kg eq.

Citation

BibTeX: in progress

APA: in progress

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