Deeptrack

DeepTrack2 1.5.4 is a patch:
Fixed the reparameterization of VAEs to ensure proper computation.

Cite as:
Benjamin Midtvedt, Saga Helgadottir, Aykut Argun, Jesús Pineda, Daniel Midtvedt, Giovanni Volpe.
"Quantitative Digital Microscopy with Deep Learning."
Applied Physics Reviews 8, 011310 (2021)

DeepTrack2 1.5.3 is a patch:
Fixed an issue where ContinuousGraphGenerator yields an error if no detection is registered across multiple frames.

Cite as:
Benjamin Midtvedt, Saga Helgadottir, Aykut Argun, Jesús Pineda, Daniel Midtvedt, Giovanni Volpe.
"Quantitative Digital Microscopy with Deep Learning."
Applied Physics Reviews 8, 011310 (2021)

DeepTrack2 1.5.2 is a patch:
- Several improvements to the code of the attention layers.
- New datasets to train GNNs models and virtual staining neural networks.
- Added ability to approximate limited coherence length in Mie-optics.

Cite as:
Benjamin Midtvedt, Saga Helgadottir, Aykut Argun, Jesús Pineda, Daniel Midtvedt, Giovanni Volpe.
"Quantitative Digital Microscopy with Deep Learning."
Applied Physics Reviews 8, 011310 (2021)

DeepTrack2 1.5.1 is a patch:
- Fixed an issue using MieScatterer with the Repeat feature without wrapping it in Optics.
- Fixed an issue where MieSphere would get an incorrect phase for some optical parameters.
- Added a coherence_length parameter to MieScatterers to simulate limited spatial coherence.

Cite as:
Benjamin Midtvedt, Saga Helgadottir, Aykut Argun, Jesús Pineda, Daniel Midtvedt, Giovanni Volpe.
"Quantitative Digital Microscopy with Deep Learning."
Applied Physics Reviews 8, 011310 (2021)

DeepTrack2 1.5.0 is a minor release that includes, amongst many other not-so-exciting bug fixes:
- a new time-distributed convolutional neural network model (TimeDistributedFullyConvolutional)
- multi-input support for continuous generators
- several improvements to the Mie physics simulation code

Cite as:
Benjamin Midtvedt, Saga Helgadottir, Aykut Argun, Jesús Pineda, Daniel Midtvedt, Giovanni Volpe.
"Quantitative Digital Microscopy with Deep Learning."
Applied Physics Reviews 8, 011310 (2021)

DeepTrack2 1.4.1 is a patch.

Cite as:
Benjamin Midtvedt, Saga Helgadottir, Aykut Argun, Jesús Pineda, Daniel Midtvedt, Giovanni Volpe.
"Quantitative Digital Microscopy with Deep Learning."
Applied Physics Reviews 8, 011310 (2021)