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0000000000000000000000000000000000000000..0b0d0466c72a23403098e7e3f4679db816214c2f --- /dev/null +++ b/reference/precomputed_masks/b336dafc/malaria/fbc1f360-4382-48bb-a32e-3f5f2f9dbe57.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:59b5a2db0d321cbea989bef8a0830349e81d005903edfa413acc36fcc2e87375 +size 2232 diff --git a/reference/stat.txt b/reference/stat.txt new file mode 100644 index 0000000000000000000000000000000000000000..0d01f163a0172f3c283627eb2831f6f09714ce83 --- /dev/null +++ b/reference/stat.txt @@ -0,0 +1,77 @@ +=== BCCD === +Images sampled : 53 of 364 +Classes : Platelets, Red Blood Cells, White Blood Cells +Bounding-boxes (original dataset): + Platelets: 361 (min_nz 1, max_nz 6; min_all 0, max_all 6) + Red Blood Cells: 4155 (min_nz 3, max_nz 27; min_all 0, max_all 27) + White Blood Cells: 372 (min_nz 1, max_nz 2; min_all 0, max_all 2) +Bounding-boxes (sampled subset): + Platelets: 159 (min_nz 2, max_nz 6; min_all 2, max_all 6) + Red Blood Cells: 737 (min_nz 5, max_nz 27; min_all 5, max_all 27) + White Blood Cells: 56 (min_nz 1, max_nz 2; min_all 0, max_all 2) +Boxes per image (orig) : min=1, max=30, mean=13.43, median=14.00 +Boxes per image (sampled): min=9, max=30, mean=17.96, median=18.00 + +=== malaria === +Images sampled : 53 of 1328 +Classes : Gametocyte Cells, Red Blood Cells, Ring Cells, Schizont Cells, Trophozoite Cells, White Blood Cells +Bounding-boxes (original dataset): + Gametocyte Cells: 156 (min_nz 1, max_nz 2; min_all 0, max_all 2) + Red Blood Cells: 83034 (min_nz 8, max_nz 219; min_all 8, max_all 219) + Ring Cells: 522 (min_nz 1, max_nz 8; min_all 0, max_all 8) + Schizont Cells: 190 (min_nz 1, max_nz 4; min_all 0, max_all 4) + Trophozoite Cells: 1584 (min_nz 1, max_nz 11; min_all 0, max_all 11) + White Blood Cells: 103 (min_nz 1, max_nz 2; min_all 0, max_all 2) +Bounding-boxes (sampled subset): + Gametocyte Cells: 24 (min_nz 1, max_nz 2; min_all 0, max_all 2) + Red Blood Cells: 3690 (min_nz 17, max_nz 129; min_all 17, max_all 129) + Ring Cells: 34 (min_nz 1, max_nz 8; min_all 0, max_all 8) + Schizont Cells: 10 (min_nz 1, max_nz 4; min_all 0, max_all 4) + Trophozoite Cells: 193 (min_nz 1, max_nz 10; min_all 0, max_all 10) + White Blood Cells: 49 (min_nz 1, max_nz 2; min_all 0, max_all 2) +Boxes per image (orig) : min=9, max=223, mean=64.45, median=58.00 +Boxes per image (sampled): min=19, max=135, mean=75.47, median=74.00 + +=== NIH-3T3 === +Images sampled : 53 of 63 +Classes : Polygonal Cells, Round Cells, Spindle Cells +Bounding-boxes (original dataset): + Polygonal Cells: 346 (min_nz 1, max_nz 13; min_all 0, max_all 13) + Round Cells: 17 (min_nz 1, max_nz 5; min_all 0, max_all 5) + Spindle Cells: 75 (min_nz 1, max_nz 5; min_all 0, max_all 5) +Bounding-boxes (sampled subset): + Polygonal Cells: 303 (min_nz 1, max_nz 13; min_all 0, max_all 13) + Round Cells: 11 (min_nz 1, max_nz 5; min_all 0, max_all 5) + Spindle Cells: 62 (min_nz 1, max_nz 5; min_all 0, max_all 5) +Boxes per image (orig) : min=1, max=14, mean=6.95, median=7.00 +Boxes per image (sampled): min=1, max=14, mean=7.09, median=7.00 + +=== RatC6 === +Images sampled : 53 of 420 +Classes : Polygonal Cells, Round Cells, Spindle Cells +Bounding-boxes (original dataset): + Polygonal Cells: 178 (min_nz 1, max_nz 8; min_all 0, max_all 8) + Round Cells: 19 (min_nz 1, max_nz 3; min_all 0, max_all 3) + Spindle Cells: 719 (min_nz 1, max_nz 7; min_all 0, max_all 7) +Bounding-boxes (sampled subset): + Polygonal Cells: 114 (min_nz 1, max_nz 8; min_all 0, max_all 8) + Round Cells: 13 (min_nz 1, max_nz 3; min_all 0, max_all 3) + Spindle Cells: 96 (min_nz 1, max_nz 7; min_all 0, max_all 7) +Boxes per image (orig) : min=1, max=15, mean=2.18, median=2.00 +Boxes per image (sampled): min=1, max=15, mean=4.21, median=4.00 + +=== GLOBAL SUMMARY === +Datasets : 4 +Images : 212 of 2175 +Unique classes : Gametocyte Cells, Platelets, Polygonal Cells, Red Blood Cells, Ring Cells, Round Cells, Schizont Cells, Spindle Cells, 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0000000000000000000000000000000000000000..e4982fc5bb21cf8a170650fcbd29a49cdc323f48 --- /dev/null +++ b/support/stat.txt @@ -0,0 +1,81 @@ +=== BCCD === +Images sampled : 10 of 364 +Classes : Platelets, Red Blood Cells, White Blood Cells +Bounding-boxes (original dataset): + Platelets: 361 (min_nz 1, max_nz 6; min_all 0, max_all 6) + Red Blood Cells: 4155 (min_nz 3, max_nz 27; min_all 0, max_all 27) + White Blood Cells: 372 (min_nz 1, max_nz 2; min_all 0, max_all 2) +Bounding-boxes (sampled subset): + Platelets: 10 (min_nz 1, max_nz 1; min_all 1, max_all 1) + Red Blood Cells: 58 (min_nz 4, max_nz 8; min_all 4, max_all 8) + White Blood Cells: 10 (min_nz 1, max_nz 1; min_all 1, max_all 1) +Boxes per image (orig) : min=1, max=30, mean=13.43, median=14.00 +Boxes per image (sampled): min=6, max=10, mean=7.80, median=8.00 +Support-Spread Score : 0.680 (coverage 1.000, balance 0.680) + +=== malaria === +Images sampled : 10 of 1328 +Classes : Gametocyte Cells, Red Blood Cells, Ring Cells, Schizont Cells, Trophozoite Cells, White Blood Cells +Bounding-boxes (original dataset): + Gametocyte Cells: 156 (min_nz 1, max_nz 2; min_all 0, max_all 2) + Red Blood Cells: 83034 (min_nz 8, max_nz 219; min_all 8, max_all 219) + Ring Cells: 522 (min_nz 1, max_nz 8; min_all 0, max_all 8) + Schizont Cells: 190 (min_nz 1, max_nz 4; min_all 0, max_all 4) + Trophozoite Cells: 1584 (min_nz 1, max_nz 11; min_all 0, max_all 11) + White Blood Cells: 103 (min_nz 1, max_nz 2; min_all 0, max_all 2) +Bounding-boxes (sampled subset): + Gametocyte Cells: 6 (min_nz 1, max_nz 1; min_all 0, max_all 1) + Red Blood Cells: 684 (min_nz 44, max_nz 115; min_all 44, max_all 115) + Ring Cells: 6 (min_nz 1, max_nz 2; min_all 0, max_all 2) + Schizont Cells: 6 (min_nz 1, max_nz 1; min_all 0, max_all 1) + Trophozoite Cells: 26 (min_nz 1, max_nz 5; min_all 1, max_all 5) + White Blood Cells: 6 (min_nz 1, max_nz 1; min_all 0, max_all 1) +Boxes per image (orig) : min=9, max=223, mean=64.45, median=58.00 +Boxes per image (sampled): min=48, max=118, mean=73.40, median=72.00 +Support-Spread Score : 0.136 (coverage 0.717, balance 0.190) + +=== NIH-3T3 === +Images sampled : 10 of 63 +Classes : Polygonal Cells, Round Cells, Spindle Cells +Bounding-boxes (original dataset): + Polygonal Cells: 346 (min_nz 1, max_nz 13; min_all 0, max_all 13) + Round Cells: 17 (min_nz 1, max_nz 5; min_all 0, max_all 5) + Spindle Cells: 75 (min_nz 1, max_nz 5; min_all 0, max_all 5) +Bounding-boxes (sampled subset): + Polygonal Cells: 43 (min_nz 1, max_nz 9; min_all 1, max_all 9) + Round Cells: 6 (min_nz 1, max_nz 2; min_all 0, max_all 2) + Spindle Cells: 13 (min_nz 1, max_nz 3; min_all 1, max_all 3) +Boxes per image (orig) : min=1, max=14, mean=6.95, median=7.00 +Boxes per image (sampled): min=2, max=12, mean=6.20, median=5.50 +Support-Spread Score : 0.612 (coverage 0.833, balance 0.735) + +=== RatC6 === +Images sampled : 10 of 420 +Classes : Polygonal Cells, Round Cells, Spindle Cells +Bounding-boxes (original dataset): + Polygonal Cells: 178 (min_nz 1, max_nz 8; min_all 0, max_all 8) + Round Cells: 19 (min_nz 1, max_nz 3; min_all 0, max_all 3) + Spindle Cells: 719 (min_nz 1, max_nz 7; min_all 0, max_all 7) +Bounding-boxes (sampled subset): + Polygonal Cells: 15 (min_nz 1, max_nz 3; min_all 0, max_all 3) + Round Cells: 6 (min_nz 1, max_nz 1; min_all 0, max_all 1) + Spindle Cells: 19 (min_nz 1, max_nz 5; min_all 1, max_all 5) +Boxes per image (orig) : min=1, max=15, mean=2.18, median=2.00 +Boxes per image (sampled): min=2, max=8, mean=4.00, median=3.00 +Support-Spread Score : 0.763 (coverage 0.833, balance 0.916) + +=== GLOBAL SUMMARY === +Datasets : 4 +Images : 40 of 2175 +Unique classes : Gametocyte Cells, Platelets, Polygonal Cells, Red Blood Cells, Ring Cells, Round Cells, Schizont Cells, Spindle Cells, Trophozoite Cells, White Blood Cells +Total boxes : + Gametocyte Cells: 6 + Platelets: 10 + Polygonal Cells: 58 + Red Blood Cells: 742 + Ring Cells: 6 + Round Cells: 12 + Schizont Cells: 6 + Spindle Cells: 32 + Trophozoite Cells: 26 + White Blood Cells: 16