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28 changes: 28 additions & 0 deletions README.md
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Expand Up @@ -105,6 +105,34 @@ Here you find a series of notebooks providing an overview of the core features o

Creating custom scatterers in the shape of bacteria.

- DTGS181 **[DeepTrack2 Pipeline Panels](https://github.com/DeepTrackAI/DeepTrack2/blob/develop/tutorials/1-getting-started/DTGS181_fig1a_scheme.ipynb)** <a href="https://colab.research.google.com/github/DeepTrackAI/DeepTrack2/blob/develop/tutorials/1-getting-started/DTGS181_fig1a_scheme.ipynb"><img src="https://colab.research.google.com/assets/colab-badge.svg"></a>

Visualizing every stage of a DeepTrack2 imaging pipeline, from scatterer to annotation.

- DTGS182 **[Simulating SMLM Data](https://github.com/DeepTrackAI/DeepTrack2/blob/develop/tutorials/1-getting-started/DTGS182_fig1b_SMLM.ipynb)** <a href="https://colab.research.google.com/github/DeepTrackAI/DeepTrack2/blob/develop/tutorials/1-getting-started/DTGS182_fig1b_SMLM.ipynb"><img src="https://colab.research.google.com/assets/colab-badge.svg"></a>

Simulating a single-molecule localization microscopy (SMLM) image with overlapping emitters.

- DTGS183 **[Simulating a Bacterial Sample](https://github.com/DeepTrackAI/DeepTrack2/blob/develop/tutorials/1-getting-started/DTGS183_fig1c_bacteria.ipynb)** <a href="https://colab.research.google.com/github/DeepTrackAI/DeepTrack2/blob/develop/tutorials/1-getting-started/DTGS183_fig1c_bacteria.ipynb"><img src="https://colab.research.google.com/assets/colab-badge.svg"></a>

Simulating a brightfield image of a mixed population of bacilli and dividing bacterial chains.

- DTGS184 **[Simulating Cell Nuclei](https://github.com/DeepTrackAI/DeepTrack2/blob/develop/tutorials/1-getting-started/DTGS184_fig1d_nuclei.ipynb)** <a href="https://colab.research.google.com/github/DeepTrackAI/DeepTrack2/blob/develop/tutorials/1-getting-started/DTGS184_fig1d_nuclei.ipynb"><img src="https://colab.research.google.com/assets/colab-badge.svg"></a>

Simulating a fluorescence image of cell nuclei with an instance-level ground-truth mask.

- DTGS185 **[Simulating GUVs](https://github.com/DeepTrackAI/DeepTrack2/blob/develop/tutorials/1-getting-started/DTGS185_fig1e_GUVs.ipynb)** <a href="https://colab.research.google.com/github/DeepTrackAI/DeepTrack2/blob/develop/tutorials/1-getting-started/DTGS185_fig1e_GUVs.ipynb"><img src="https://colab.research.google.com/assets/colab-badge.svg"></a>

Simulating dual-color images of phase-separated giant unilamellar vesicles (GUVs).

- DTGS186 **[Simulating Synapses](https://github.com/DeepTrackAI/DeepTrack2/blob/develop/tutorials/1-getting-started/DTGS186_fig1f_synapses.ipynb)** <a href="https://colab.research.google.com/github/DeepTrackAI/DeepTrack2/blob/develop/tutorials/1-getting-started/DTGS186_fig1f_synapses.ipynb"><img src="https://colab.research.google.com/assets/colab-badge.svg"></a>

Simulating a two-channel colocalization image of synaptic puncta.

- DTGS187 **[Simulating TEM Images](https://github.com/DeepTrackAI/DeepTrack2/blob/develop/tutorials/1-getting-started/DTGS187_fig1g_TEM.ipynb)** <a href="https://colab.research.google.com/github/DeepTrackAI/DeepTrack2/blob/develop/tutorials/1-getting-started/DTGS187_fig1g_TEM.ipynb"><img src="https://colab.research.google.com/assets/colab-badge.svg"></a>

Simulating a transmission electron microscopy (TEM) image of a cell membrane and mitochondria.

# Examples

These are examples of how DeepTrack2 can be used on real datasets:
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