update README (#2)

README.md

@@ -5,15 +5,15 @@ license: cc-by-4.0
 
 tags:
 - computer-vision
-- object-detection
+- instance-segmentation
 - ms-coco
+- bsds
 
 datasets:
-- stuff-thing
-- stuff-only
+- COCO
+- BSDS
 
 metrics:
-- accuracy
 - iou
 ---
 
@@ -160,10 +160,6 @@ An example of looks as follows.
     "annotations": {
         "author": ["acherian", "amorgan", "dromero", "jdayal", "kjyou", "ttouneh"], 
         "url": [
-            "https://s3-us-west-1.amazonaws.com/coco-ann/BSDS/BSDS_train_100075.jpg", 
-            "https://s3-us-west-1.amazonaws.com/coco-ann/BSDS/BSDS_train_100075.jpg", 
-            "https://s3-us-west-1.amazonaws.com/coco-ann/BSDS/BSDS_train_100075.jpg", 
-            "https://s3-us-west-1.amazonaws.com/coco-ann/BSDS/BSDS_train_100075.jpg", 
             "https://s3-us-west-1.amazonaws.com/coco-ann/BSDS/BSDS_train_100075.jpg", 
             "https://s3-us-west-1.amazonaws.com/coco-ann/BSDS/BSDS_train_100075.jpg"
         ], 
@@ -183,16 +179,12 @@ An example of looks as follows.
                 "occlude_rate": [0.0, 0.0, 0.0, 0.3645193874835968, 0.13043789565563202, 0.6487349271774292], 
                 "order": [1, 2, 3, 4, 5, 6], 
                 "visible_mask": [
-                    None, 
-                    None, 
                     None, 
                     <PIL.PngImagePlugin.PngImageFile image mode=L size=481x321 at 0x7FD22A328AF0>, 
                     <PIL.PngImagePlugin.PngImageFile image mode=L size=481x321 at 0x7FD22A328A30>, 
                     <PIL.PngImagePlugin.PngImageFile image mode=L size=481x321 at 0x7FD22A328220>
                 ], 
                 "invisible_mask": [
-                    None, 
-                    None, 
                     None, 
                     <PIL.PngImagePlugin.PngImageFile image mode=L size=481x321 at 0x7FD22A3282E0>, 
                     <PIL.PngImagePlugin.PngImageFile image mode=L size=481x321 at 0x7FD22A328400>, 
@@ -214,7 +206,6 @@ An example of looks as follows.
                 "occlude_rate": [0.0, 0.0, 0.35889503359794617, 0.1458861082792282, 0.5715591907501221, 0.0], 
                 "order": [1, 2, 3, 4, 5, 6], 
                 "visible_mask": [
-                    None, 
                     None, 
                     <PIL.PngImagePlugin.PngImageFile image mode=L size=481x321 at 0x7FD22A328A00>, 
                     <PIL.PngImagePlugin.PngImageFile image mode=L size=481x321 at 0x7FD22A328D60>, 
@@ -222,7 +213,6 @@ An example of looks as follows.
                     None
                 ], 
                 "invisible_mask": [
-                    None, 
                     None, 
                     <PIL.PngImagePlugin.PngImageFile image mode=L size=481x321 at 0x7FD22A3286A0>, 
                     <PIL.PngImagePlugin.PngImageFile image mode=L size=481x321 at 0x7FD22A328490>, 
@@ -244,14 +234,12 @@ An example of looks as follows.
                 "occlude_rate": [0.0, 0.0, 0.3449646234512329, 0.11258083581924438, 0.39141881465911865], 
                 "order": [1, 2, 3, 4, 5], 
                 "visible_mask": [
-                    None, 
                     None, 
                     <PIL.PngImagePlugin.PngImageFile image mode=L size=481x321 at 0x7FD22A328940>, 
                     <PIL.PngImagePlugin.PngImageFile image mode=L size=481x321 at 0x7FD22A328880>, 
                     <PIL.PngImagePlugin.PngImageFile image mode=L size=481x321 at 0x7FD219830A00>
                 ], 
                 "invisible_mask": [
-                    None, 
                     None, 
                     <PIL.PngImagePlugin.PngImageFile image mode=L size=481x321 at 0x7FD219830CD0>, 
                     <PIL.PngImagePlugin.PngImageFile image mode=L size=481x321 at 0x7FD219830BB0>, 
@@ -273,7 +261,6 @@ An example of looks as follows.
                 "occlude_rate": [0.0, 0.0, 0.4422737956047058, 0.5332708358764648, 0.007117012050002813, 0.1584388017654419], 
                 "order": [1, 2, 3, 4, 5, 6], 
                 "visible_mask": [
-                    None, 
                     None, 
                     <PIL.PngImagePlugin.PngImageFile image mode=L size=481x321 at 0x7FD219830A30>, 
                     <PIL.PngImagePlugin.PngImageFile image mode=L size=481x321 at 0x7FD219830C40>, 
@@ -281,7 +268,6 @@ An example of looks as follows.
                     <PIL.PngImagePlugin.PngImageFile image mode=L size=481x321 at 0x7FD2191A6820>
                 ], 
                 "invisible_mask": [
-                    None, 
                     None, 
                     <PIL.PngImagePlugin.PngImageFile image mode=L size=481x321 at 0x7FD2191A68B0>, 
                     <PIL.PngImagePlugin.PngImageFile image mode=L size=481x321 at 0x7FD2191A6610>, 
@@ -303,14 +289,12 @@ An example of looks as follows.
                 "occlude_rate": [0.0, 0.0, 0.41094157099723816, 0.5013265013694763, 0.65973299741745], 
                 "order": [1, 2, 3, 4, 5], 
                 "visible_mask": [
-                    None, 
                     None, 
                     <PIL.PngImagePlugin.PngImageFile image mode=L size=481x321 at 0x7FD268700F10>, 
                     <PIL.PngImagePlugin.PngImageFile image mode=L size=481x321 at 0x7FD2687004F0>, 
                     <PIL.PngImagePlugin.PngImageFile image mode=L size=481x321 at 0x7FD2687002B0>
                 ], 
                 "invisible_mask": [
-                    None, 
                     None, 
                     <PIL.PngImagePlugin.PngImageFile image mode=L size=481x321 at 0x7FD2191A64C0>, 
                     <PIL.PngImagePlugin.PngImageFile image mode=L size=481x321 at 0x7FD28805FB50>, 
@@ -331,14 +315,12 @@ An example of looks as follows.
                 "occlude_rate": [0.0, 0.0, 0.37026453018188477, 0.13170836865901947, 0.3872092664241791], 
                 "order": [1, 2, 3, 4, 5], 
                 "visible_mask": [
-                    None, 
                     None, 
                     <PIL.PngImagePlugin.PngImageFile image mode=L size=481x321 at 0x7FD219479DC0>, 
                     <PIL.PngImagePlugin.PngImageFile image mode=L size=481x321 at 0x7FD219479C70>, 
                     <PIL.PngImagePlugin.PngImageFile image mode=L size=481x321 at 0x7FD219479A90>
                 ], 
                 "invisible_mask": [
-                    None, 
                     None, 
                     <PIL.PngImagePlugin.PngImageFile image mode=L size=481x321 at 0x7FD219479AF0>, 
                     <PIL.PngImagePlugin.PngImageFile image mode=L size=481x321 at 0x7FD2194795B0>, 
@@ -350,7 +332,6 @@ An example of looks as follows.
         "depth_constraint": [
             "1-6,2-4,2-5,2-6,3-4,3-5,3-6,4-5,4-6,5-6", 
             "1-3,1-4,1-5,2-3,2-4,2-5,3-4,3-5,4-5", 
-            "1-3,1-4,1-5,2-3,2-4,2-5,3-4,3-5,4-5", 
             "1-3,1-4,1-6,2-3,2-4,2-6,3-4,3-6,4-5,4-6", 
             "1-4,1-5,2-3,2-4,2-5,3-4,3-5,4-5", 
             "1-3,1-4,1-5,2-3,2-4,2-5,3-4,3-5,4-5"