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Filip Lux
global linking
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#
EmbedTrack -
Global Linking
# Globa
l Cel
l Linking
Project to provide Global linking of cell detection, based on the EmbedTrack method.
Project to provide Global linking of cell detections.
It is currently connected with an EmbedTrack segmentation routine.
***
***
## Prerequisities
-
conda !
[
link
](
https://conda.io/projects/conda/en/latest/user-guide/install/index.html
)
-
Gurobi Optimizer !
[
link
](
https://www.gurobi.com/downloads/gurobi-software/
)
## Instalation
## Instalation
First, clone the repository and update all its submodules. These are EmbedTrack an LibCT
Clone the repository and update all its submodules. These are EmbedTrack an LibCT.
```
bash
```
bash
...
@@ -17,7 +24,15 @@ git submodule update --init --recursive
...
@@ -17,7 +24,15 @@ git submodule update --init --recursive
```
```
Load dataset CTC
`BF-C2DL-HSC`
to directory
`DATA`
.
Then, create the conda evironment.
```
bash
conda
env
create
-f
GlobalTracking.env
conda activate GlobalTracking
```
Load dataset CTC
`BF-C2DL-HSC`
to directory
`DATA`
.
The final structure should should be following:
The final structure should should be following:
```
```
...
@@ -25,22 +40,20 @@ The final structure should should be following:
...
@@ -25,22 +40,20 @@ The final structure should should be following:
--DATA
--DATA
-- 'SUBSET' # Subset is 'train' or 'challenge'
-- 'SUBSET' # Subset is 'train' or 'challenge'
-- 'DATASET_NAME' # Name of dataset e.g. 'BF-C2DL-HSC
-- 'DATASET_NAME' # Name of dataset e.g. 'BF-C2DL-HSC
-- config.yml # Deepwater configuration file
-- 01 # YY - name of sequence, a two digit number, e.g. '01', '02'
-- 01 # YY - name of sequence, a two digit number, e.g. '01', '02'
-- t000.tif
-- t000
0
.tif
-- t001.tif
-- t00
0
1.tif
...
...
-- tXXX.tif
-- 01_GT # GT, 'train' subset only
-- 01_GT # GT, 'train' subset only
-- SEG # segmentation reference
-- SEG # segmentation reference
-- man_seg000.tif
-- man_seg000
0
.tif
...
-- man_seg0001.tif
-- man_segXXX.tif
...
-- TRA # tracking reference
-- TRA # tracking reference
-- man_track000.tif
...
-- man_trackXXX.tif
-- man_track.txt
-- man_track.txt
-- man_track0000.tif
-- man_track0001.tif
...
```
```
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