Update config.json to include p5 and a few other layers
Browse files- config.json +30 -6
config.json
CHANGED
|
@@ -13,7 +13,10 @@
|
|
| 13 |
],
|
| 14 |
"MODEL.BACKBONE.NAME": "build_resnet_fpn_backbone",
|
| 15 |
"MODEL.FPN.IN_FEATURES": [
|
| 16 |
-
"res2"
|
|
|
|
|
|
|
|
|
|
| 17 |
],
|
| 18 |
"MODEL.MASK_ON": true,
|
| 19 |
"MODEL.PIXEL_STD": [
|
|
@@ -32,11 +35,26 @@
|
|
| 32 |
"MODEL.RESNETS.DEPTH": 101,
|
| 33 |
"MODEL.RESNETS.NUM_GROUPS": 32,
|
| 34 |
"MODEL.RESNETS.OUT_FEATURES": [
|
| 35 |
-
"res2"
|
|
|
|
|
|
|
|
|
|
| 36 |
],
|
| 37 |
"MODEL.RESNETS.SIZES": [
|
| 38 |
[
|
| 39 |
32
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 40 |
]
|
| 41 |
],
|
| 42 |
"MODEL.RESNETS.STRIDE_IN_1X1": false,
|
|
@@ -45,7 +63,10 @@
|
|
| 45 |
"MODEL.ROI_BOX_HEAD.NUM_FC": 2,
|
| 46 |
"MODEL.ROI_BOX_HEAD.POOLER_RESOLUTION": 14,
|
| 47 |
"MODEL.ROI_HEADS.IN_FEATURES": [
|
| 48 |
-
"p2"
|
|
|
|
|
|
|
|
|
|
| 49 |
],
|
| 50 |
"MODEL.ROI_HEADS.NAME": "StandardROIHeads",
|
| 51 |
"MODEL.ROI_HEADS.NUM_CLASSES": 5,
|
|
@@ -54,7 +75,10 @@
|
|
| 54 |
"MODEL.ROI_MASK_HEAD.POOLER_RESOLUTION": 7,
|
| 55 |
"MODEL.RPN.IN_FEATURES": [
|
| 56 |
"p2",
|
| 57 |
-
"p3"
|
|
|
|
|
|
|
|
|
|
| 58 |
],
|
| 59 |
"MODEL.RPN.POST_NMS_TOPK_TRAIN": 1000,
|
| 60 |
"MODEL.RPN.PRE_NMS_TOPK_TEST": 1000,
|
|
@@ -68,8 +92,8 @@
|
|
| 68 |
"hidden_dropout_prob": 0.1,
|
| 69 |
"hidden_size": 96,
|
| 70 |
"image_feature_pool_shape": [
|
| 71 |
-
|
| 72 |
-
|
| 73 |
256
|
| 74 |
],
|
| 75 |
"initializer_range": 0.02,
|
|
|
|
| 13 |
],
|
| 14 |
"MODEL.BACKBONE.NAME": "build_resnet_fpn_backbone",
|
| 15 |
"MODEL.FPN.IN_FEATURES": [
|
| 16 |
+
"res2",
|
| 17 |
+
"res3",
|
| 18 |
+
"res4",
|
| 19 |
+
"res5"
|
| 20 |
],
|
| 21 |
"MODEL.MASK_ON": true,
|
| 22 |
"MODEL.PIXEL_STD": [
|
|
|
|
| 35 |
"MODEL.RESNETS.DEPTH": 101,
|
| 36 |
"MODEL.RESNETS.NUM_GROUPS": 32,
|
| 37 |
"MODEL.RESNETS.OUT_FEATURES": [
|
| 38 |
+
"res2",
|
| 39 |
+
"res3",
|
| 40 |
+
"res4",
|
| 41 |
+
"res5"
|
| 42 |
],
|
| 43 |
"MODEL.RESNETS.SIZES": [
|
| 44 |
[
|
| 45 |
32
|
| 46 |
+
],
|
| 47 |
+
[
|
| 48 |
+
64
|
| 49 |
+
],
|
| 50 |
+
[
|
| 51 |
+
128
|
| 52 |
+
],
|
| 53 |
+
[
|
| 54 |
+
256
|
| 55 |
+
],
|
| 56 |
+
[
|
| 57 |
+
512
|
| 58 |
]
|
| 59 |
],
|
| 60 |
"MODEL.RESNETS.STRIDE_IN_1X1": false,
|
|
|
|
| 63 |
"MODEL.ROI_BOX_HEAD.NUM_FC": 2,
|
| 64 |
"MODEL.ROI_BOX_HEAD.POOLER_RESOLUTION": 14,
|
| 65 |
"MODEL.ROI_HEADS.IN_FEATURES": [
|
| 66 |
+
"p2",
|
| 67 |
+
"p3",
|
| 68 |
+
"p4",
|
| 69 |
+
"p5"
|
| 70 |
],
|
| 71 |
"MODEL.ROI_HEADS.NAME": "StandardROIHeads",
|
| 72 |
"MODEL.ROI_HEADS.NUM_CLASSES": 5,
|
|
|
|
| 75 |
"MODEL.ROI_MASK_HEAD.POOLER_RESOLUTION": 7,
|
| 76 |
"MODEL.RPN.IN_FEATURES": [
|
| 77 |
"p2",
|
| 78 |
+
"p3",
|
| 79 |
+
"p4",
|
| 80 |
+
"p5",
|
| 81 |
+
"p6"
|
| 82 |
],
|
| 83 |
"MODEL.RPN.POST_NMS_TOPK_TRAIN": 1000,
|
| 84 |
"MODEL.RPN.PRE_NMS_TOPK_TEST": 1000,
|
|
|
|
| 92 |
"hidden_dropout_prob": 0.1,
|
| 93 |
"hidden_size": 96,
|
| 94 |
"image_feature_pool_shape": [
|
| 95 |
+
7,
|
| 96 |
+
7,
|
| 97 |
256
|
| 98 |
],
|
| 99 |
"initializer_range": 0.02,
|