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vanvalenlab / deepcell-tf / 382
86%

Build:
DEFAULT BRANCH: master
Ran 12 Feb 2019 09:26PM UTC
Jobs 6
Files 22
Run time 111min
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willgraf
Object-based and Pixel-based Segmentation Metrics (#76)

* Implemented function to calculate performance stats on object IoU matrix and to take a 3D stack and tile to a padded 2D stack.

* Implement intersection based screening to speed up object based stats

* Implement Metrics class to facilitate generating statistic outputs for a model

* Implement cost matrix and graph theory with networkx as a dependency

* Integrate new ObjectAccuracy approach with existing Metrics object

* Add networkx to requirements for graph theory accuracy testing

* Update example notebook for metrics and new print outputs

340 of 340 new or added lines in 2 files covered. (100.0%)

2016 of 2945 relevant lines covered (68.46%)

3.42 hits per line

Jobs
ID Job ID Ran Files Coverage
1 382.1 (TF_VERSION=1.8.0) 12 Feb 2019 09:27PM UTC 0
68.46
Travis Job 382.1
2 382.2 (TF_VERSION=1.9.0) 12 Feb 2019 09:32PM UTC 0
68.46
Travis Job 382.2
3 382.3 (TF_VERSION=1.10.0) 12 Feb 2019 09:27PM UTC 0
68.46
Travis Job 382.3
4 382.4 (TF_VERSION=1.11.0) 12 Feb 2019 09:29PM UTC 0
68.39
Travis Job 382.4
5 382.5 (TF_VERSION=1.12.0) 12 Feb 2019 09:26PM UTC 0
68.39
Travis Job 382.5
6 382.6 (TF_VERSION=1.12.0) 12 Feb 2019 09:40PM UTC 0
Travis Job 382.6
Source Files on build 382
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