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coralnet
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pyspacer
Python based tools for spatial image analysis
MIT License
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unexpected error from return_msg
#103
yeelauren
opened
3 months ago
0
Bump pillow from 10.2.0 to 10.3.0 in /requirements
#102
dependabot[bot]
opened
3 months ago
0
Bump pyspacer version to 0.9.0
#101
StephenChan
closed
3 months ago
0
Add `TRAINING_BATCH_LABEL_COUNT` to `CONFIGURABLE_VARS`
#100
StephenChan
closed
3 months ago
0
Output additional plots and statistics
#99
yeelauren
opened
3 months ago
0
Class imbalance concerns
#98
StephenChan
opened
3 months ago
0
Enhance annotation sampling for training, v2
#97
StephenChan
closed
3 months ago
6
Supported Pythons: 3.8 to 3.10 -> 3.10 to 3.11
#96
StephenChan
closed
3 months ago
2
Accept int or str as label ID, not just int
#95
StephenChan
closed
4 months ago
1
(See PR #95 instead)
#94
StephenChan
closed
4 months ago
1
(See PR #94 instead)
#93
StephenChan
closed
4 months ago
1
Bump pyspacer version to 0.8.0
#92
StephenChan
closed
5 months ago
0
Update Pillow requirement to >=10.2.0
#91
StephenChan
closed
5 months ago
0
Add timeout to URLStorage's urlopen() usages
#90
StephenChan
closed
5 months ago
0
Update torch_utils.py to use gpu if available
#89
yeelauren
closed
5 months ago
1
Fix bucket_name bucketname consistency
#88
yeelauren
closed
5 months ago
3
S3 downloads are now always performed in the main thread
#87
StephenChan
closed
5 months ago
0
Bump pillow from 10.1.0 to 10.2.0
#86
dependabot[bot]
closed
5 months ago
1
Improved training sampling + cache features (combining two WIP branches)
#85
StephenChan
closed
3 months ago
2
WIP: improve annotation sampling for training
#84
StephenChan
closed
3 months ago
5
Don't accept no-rowcol features for training anymore
#83
StephenChan
closed
5 months ago
0
No-rowcol ImageFeatures are problematic when filtering classes before training
#82
StephenChan
closed
5 months ago
1
Bump version to 0.7.0
#81
StephenChan
closed
6 months ago
0
Training: cache feature vectors for 2nd epoch onward
#80
StephenChan
closed
3 months ago
3
Allow int config vars to be configured through env-vars or secrets
#79
StephenChan
closed
6 months ago
0
Training: image-based batch size can lead to very uneven batches
#78
StephenChan
closed
6 months ago
1
Reuse S3 connection (resource) through thread's lifetime
#77
StephenChan
closed
6 months ago
2
Logging: Use getLogger() + provide optional logging config
#76
StephenChan
closed
6 months ago
0
Training: stop earlier than 10 epochs in some cases
#75
StephenChan
opened
7 months ago
0
Training with GPU; requires replacing scikit-learn
#74
StephenChan
opened
7 months ago
10
Train time seems to depend heavily on image count
#73
StephenChan
closed
3 months ago
14
Use newer type hint syntax
#72
StephenChan
closed
7 months ago
0
Training: specifying ref set + filtering by class + better batching
#71
StephenChan
closed
6 months ago
4
Some more descriptive error classes
#70
StephenChan
closed
7 months ago
0
Minimal Docker Example, fixed imports, refactored S3 data, tests
#69
yeelauren
closed
3 months ago
2
Imports incorrect for some tests
#68
yeelauren
opened
7 months ago
4
Extractor hash check fix
#67
StephenChan
closed
7 months ago
0
Pillow version to 10.x
#66
StephenChan
closed
8 months ago
0
DummyExtractor: fix data_locations default value in constructor
#65
StephenChan
closed
8 months ago
0
Bump pillow from 9.4.0 to 10.0.1
#64
dependabot[bot]
closed
8 months ago
2
Update GitHub workflow for PySpacer 0.5.0 & default branch rename
#63
StephenChan
closed
9 months ago
0
Allow extractors to be loaded from anywhere, not just CoralNet S3
#62
StephenChan
closed
9 months ago
1
requirements.txt: Comments to clarify what some packages are used for
#61
StephenChan
closed
9 months ago
0
Training reference set is inflexible, making label inclusion unpredictable
#60
StephenChan
closed
6 months ago
4
Training mini-batch size is bespoke to CoralNet instance specs
#59
StephenChan
closed
6 months ago
1
README: Add new section for describing the main API + a few clarifications
#58
StephenChan
closed
9 months ago
2
Update repo URLs from beijbom to coralnet
#57
StephenChan
closed
11 months ago
0
Config enhancements, including a new config-check function
#56
StephenChan
closed
11 months ago
0
Bump torch from 1.4.0 to 1.13.1
#55
dependabot[bot]
closed
1 year ago
1
Python 3.10 support + package updates + more
#54
StephenChan
closed
1 year ago
1
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