symbac
A package for generating synthetic images of bacteria in phase contrast or fluorescence. Used for creating training data for machine learning segmentation and tracking algorithms.
symbac has been downloaded 36,809 times in total on PyPI, including 505 in the last 30 days. The latest version is 0.5.2, released Mar 4, 2026.
Version0.5.2
Downloads
36.81k
License—
AuthorGeorgeos Hardo
UpdatedMar 4, 2026
Downloads
Weekly, last 90d.
Includes CI traffic.
VersionsTotal0.*
Range
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CI traffic
Stack: OffCI: Included2 / 17 series
Selected total3.16k
36.8kAll-time
505Last 30 days
2Last 24 h
<0.01/sPer second
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Version distribution
Share of downloads by released version. Computed over the last quarter.
- 0119.2%
0.5.2
303 downloadsDownloads30319.2% - 0212.4%
0.5.1
196 downloadsDownloads19612.4% - 0312.2%
0.5.0
193 downloadsDownloads19312.2% - 048.4%
0.3.1
133 downloadsDownloads1338.4% - 058.1%
0.3.0
128 downloadsDownloads1288.1% - 065.4%
0.4.0
86 downloadsDownloads865.4% - 073.6%
0.2.0
57 downloadsDownloads573.6% - 083.6%
0.1.0
57 downloadsDownloads573.6% - 0927.1%
Other
428 downloadsDownloads42827.1%
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Thirteen recent days of symbac downloads. Drag the green handle on the right to guess where day fourteen lands.