Update README.md

README.md

@@ -15,30 +15,8 @@ TrackMate extension for oneat for verifying lineage trees
 
 ## Overview
 
-Oneat is a keras based action classification library written by us and TrackMate-oneat is its Fiji extension that uses the results of detection of such cell events to correct lineage trees in TrackMate.
+Oneat is a keras based action classification library written by us and TrackMate-oneat is its Fiji extension that uses the results of detection of such cell events to correct lineage trees in TrackMate. [More details](https://focalplane.biologists.com/2022/07/04/trackmate-oneat-auto-track-correction-using-deep-learning-networks/)
 
-# Tracking Metrics
+## Computational Support
 
-Linking max distance: 14 micron, Gap closing max distance: 16 micron, Gap closing max fra me gap: 3, splitting max distance: 15
-Initial tracks: 570
-
-### Simple LAP tracker
-
-{DET : 0.9968,    CT : 0.7221,   TRA : 0.9945,    TF : 0.9808,  BCi : 0}
-
-### Simple LAP tracker + Oneat
-
-{DET : 0.9968,    CT : 0.7247,   TRA : 0.9945,    TF : 0.9771,  BCi : 0.3404}
-
-### LAP Tracker with track splitting 
-
-{DET : 0.9968,    CT : 0.454,   TRA :	0.9908;  TF : 0.8830,  BCi :	0.063}
-
-### LAP Tracker with track splitting  + Oneat
-
-{DET : 0.9968,    CT :	0.456,    TRA : 0.9636,   TF :	0.8713,   BCi : 0.2857}
-
-## Videos
-
-In this video I compare the tracking results using LAP tracker of TrackMate and SimpleLap tracker + oneat correction. 
-[LAP tracker comparision with SimpleLAP Tracker + oneat correction](https://youtu.be/9HZvWxr2fsY)
+Auto Track Correction using TrackMate-Oneat was granted access to the HPC resources of IDRIS under the allocation 2022 - [AD011013724], 2023 - [AD011013724R1] made by GENCI. We used the resources to create training data and inference on the imaging datasets.