DeepTrack

Microscopy with Deep Learning

[DeepTrack @DeepTrackAI]

New stable release of DeepTrack2 1.5.6!
https://t.co/bCtAKIA3WB

PyPi 1.5.6
https://t.co/8BSHpN3Qti

DeepTrack2 1.5.6 is a patch that fixed an issue with the endothelial_vs dataset and an issue with repeated oneof-features.

[DeepTrack @DeepTrackAI]

New stable release of DeepTrack2 1.5.2!
https://t.co/m2ZvWNK1IK

PyPi 1.5.2
https://t.co/WZdHXeLwT4

DeepTrack2 1.5.2 is a patch with improvements to attention layers, new datasets to train GNNs and virtual staining NN, and improved Mie optics.

[DeepTrack @DeepTrackAI]

LodeSTART. A new #deeplearning method based on DeepTrack is now published in @NatureComms

It detects microscopic objects with sub-pixel accuracy from a single unlabeled image by exploiting roto-translational symmetries

[Giovanni Volpe @VolpeResearch]

Our new method to to train neural networks with a single image and without ground truth, @DeepTrackAI LodeSTAR, is published in @NatureComms

Find out more https://t.co/Fb1pu5e1EW

An effort led by @BMidtvedt

[DeepTrack @DeepTrackAI]

New stable release of DeepTrack2 1.5.1!
https://t.co/jFytHVnKJ1

PyPi 1.5.1
https://t.co/hYQFPqPPZb

DeepTrack2 1.5.1 is a patch with some fixes to the Mie scatterers.

[DeepTrack @DeepTrackAI]

DeepTrack2 1.5.0 includes:

- a new time-distributed convolutional neural network model (TimeDistributedFullyConvolutional)

- multi-input support for continuous generators

- several improvements to the Mie physics simulation code

- many other not-so-exciting bug fixes

2/2

[DeepTrack @DeepTrackAI]

New stable release of DeepTrack2 1.5.0!
https://t.co/JlgRSOPXK9

PyPi 1.5.0
https://t.co/EE3b6zilib

DeepTrack2 1.5.0 is a minor release

1/2

[DeepTrack @DeepTrackAI]

There are two breaking changes:

1. The deprecated operator + to chain features has been removed. It is now only possible using the >> operator.

2. The deprecated operator ** to duplicate a feature has been removed. It is now only possible using the ^ operator.

5/5

[DeepTrack @DeepTrackAI]

DeepTrack 2.1.0.0 is now released!
https://t.co/udwg2lY58m

PyPI version 1.0.0
https://t.co/AhWkVcHyHr

DeepTrack 2.1 is a major release focusing on enhancing performance, stability, and the convenience of using DeepTrack.

1/5

[DeepTrack @DeepTrackAI]

If you are already using DeepTrack 2.0 (pypi version 0.x.x), updating to DeepTrack 2.1 (pypi version 1.0.0) should be painless, as no change to your code is needed, if you have followed deprecation warnings.

4/5

[DeepTrack @DeepTrackAI]

DeepTrack 2.0.11.5 is now released (minor changes to align the GitHub and PyPI versions)
https://t.co/qp8J4dJztz

[DeepTrack @DeepTrackAI]

DeepTrack 2.0.11.4 is now released fixing several bugs
https://t.co/c62EXA4gQA