## [1] "# train imgs: 65000"
## [1] "# test imgs: 12500"
## [1] "# validation imgs: 12500"
Each well has four 2-channel images.
label | count_train | count_test | count_val |
---|---|---|---|
cell periphery | 27 | 7 | 4 |
cytoplasm | 499 | 108 | 100 |
endosome | 7 | 2 | 2 |
er | 92 | 29 | 25 |
golgi | 8 | 2 | 1 |
mitochondrion | 198 | 45 | 58 |
nuclear periphery | 22 | 5 | 5 |
nucleolus | 39 | 7 | 6 |
nucleus | 283 | 69 | 62 |
peroxisome | 7 | 1 | 1 |
spindle pole | 21 | 2 | 5 |
vacuole | 21 | 5 | 8 |
## [1] "# test imgs in training set: 0"
## [1] "# val imgs in training set: 0"
## [1] "# test imgs in validation set: 0"
## [1] "cell periphery"
## [1] "cytoplasm"
## [1] "endosome"
## [1] "er"
## [1] "golgi"
## [1] "mitochondrion"
## [1] "nuclear periphery"
## [1] "nucleolus"
## [1] "nucleus"
## [1] "peroxisome"
## [1] "spindle pole"
## [1] "vacuole"
## [1] "cell periphery"
## [1] "cytoplasm"
## [1] "endosome"
## [1] "er"
## [1] "golgi"
## [1] "mitochondrion"
## [1] "nuclear periphery"
## [1] "nucleolus"
## [1] "nucleus"
## [1] "peroxisome"
## [1] "spindle pole"
## [1] "vacuole"