| --- |
| license: other |
| license_name: modified-apache-2.0-noncommercial |
| license_link: LICENSE |
| extra_gated_heading: "Acknowledge license terms: non-commercial use" |
| extra_gated_button_content: "I agree to the license terms" |
| --- |
| |
| # Model Card for Model ID |
|
|
| <!-- Provide a quick summary of what the model is/does. --> |
|
|
|
|
| ## 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] |
|
|
| <!-- Provide the basic links for the model. --> |
|
|
| - **Repository:** [Github](https://github.com/vanvalenlab/torch-tracking) |
| - **Paper:** [Caliban: Accurate cell tracking and lineage construction in live-cell imaging experiments with deep learning](https://www.biorxiv.org/content/10.1101/803205v5) |
|
|
| ## 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 |
|
|
|
|
| ## Model Card Contact |
|
|
|
|
