Merge branch 'release/v0.8.0' into develop

Author: nepeplwu

configs/danet/README.md

@@ -16,4 +16,4 @@
 
 | Model | Backbone | Resolution | Training Iters | mIoU | mIoU (flip) | mIoU (ms+flip) | Links |
 |-|-|-|-|-|-|-|-|
-|DANet|ResNet50_OS8|1024x512|40000|78.55%|-|-|[model](https://paddleseg.bj.bcebos.com/dygraph/cityscapes/danet_resnet50_os8_voc12aug_512x512_40k/model.pdparams) \| [log](https://paddleseg.bj.bcebos.com/dygraph/cityscapes/danet_resnet50_os8_voc12aug_512x512_40k/train.log) \| [vdl](https://paddlepaddle.org.cn/paddle/visualdl/service/app?id=51a403a54302bc81dd5ec0310a6d50ba)|
+|DANet|ResNet50_OS8|1024x512|40000|78.55%|-|-|[model](https://paddleseg.bj.bcebos.com/dygraph/pascal_voc12/danet_resnet50_os8_voc12aug_512x512_40k/model.pdparams) \| [log](https://paddleseg.bj.bcebos.com/dygraph/pascal_voc12/danet_resnet50_os8_voc12aug_512x512_40k/train.log) \| [vdl](https://paddlepaddle.org.cn/paddle/visualdl/service/app?id=51a403a54302bc81dd5ec0310a6d50ba)|

configs/danet/danet_resnet50_os8_voc12aug_512x512_40k.yml

@@ -0,0 +1,18 @@
+_base_: '../_base_/pascal_voc12aug.yml'
+
+model:
+  type: DANet
+  backbone:
+    type: ResNet50_vd
+    output_stride: 8
+    pretrained: https://bj.bcebos.com/paddleseg/dygraph/resnet50_vd_ssld_v2.tar.gz
+  num_classes: 19
+  backbone_indices: [2, 3]
+
+loss:
+  types:
+    - type: CrossEntropyLoss
+    - type: CrossEntropyLoss
+    - type: CrossEntropyLoss
+    - type: CrossEntropyLoss
+  coef: [1, 1, 1, 0.4]

configs/pspnet/README.md

@@ -18,4 +18,4 @@
 | Model | Backbone | Resolution | Training Iters | mIoU | mIoU (flip) | mIoU (ms+flip) | Links |
 |:-:|:-:|:-:|:-:|:-:|:-:|:-:|:-:|
 |PSPNet|ResNet50_OS8|512x512|40000|80.76%|80.92%|80.91%|[model](https://bj.bcebos.com/paddleseg/dygraph/pascal_voc12/pspnet_resnet50_os8_voc12aug_512x512_40k/model.pdparams) \| [log](https://bj.bcebos.com/paddleseg/dygraph/pascal_voc12/pspnet_resnet50_os8_voc12aug_512x512_40k/train.log) \| [vdl](https://paddlepaddle.org.cn/paddle/visualdl/service/app?id=d94fca382566d823dd23a84d380fe0af)|
-|PSPNet|ResNet101_OS8|512x512|40000|80.22%|80.48%|80.36%|[model](https://bj.bcebos.com/paddleseg/dygraph/voc12aug/pspnet_resnet101_os8_voc12aug_512x512_40k/model.pdparams) \| [log](https://bj.bcebos.com/paddleseg/dygraph/voc12aug/pspnet_resnet101_os8_voc12aug_512x512_40k/train.log) \| [vdl](https://paddlepaddle.org.cn/paddle/visualdl/service/app?id=5fe5012cf0bd58a3574c95e0fc79306b)|
+|PSPNet|ResNet101_OS8|512x512|40000|80.22%|80.48%|80.36%|[model](https://bj.bcebos.com/paddleseg/dygraph/pascal_voc12/pspnet_resnet101_os8_voc12aug_512x512_40k/model.pdparams) \| [log](https://bj.bcebos.com/paddleseg/dygraph/pascal_voc12/pspnet_resnet101_os8_voc12aug_512x512_40k/train.log) \| [vdl](https://paddlepaddle.org.cn/paddle/visualdl/service/app?id=5fe5012cf0bd58a3574c95e0fc79306b)|

legacy/pdseg/tools/create_dataset_list.py

@@ -128,12 +128,12 @@ def generate_list(args):
         file_list = os.path.join(dataset_root, dataset_split + '.txt')
         with open(file_list, "w") as f:
             for item in range(num_images):
-                left = image_files[item].replace(dataset_root, '')
+                left = image_files[item].replace(dataset_root, '', 1)
                 if left[0] == os.path.sep:
                     left = left.lstrip(os.path.sep)
 
                 try:
-                    right = label_files[item].replace(dataset_root, '')
+                    right = label_files[item].replace(dataset_root, '', 1)
                     if right[0] == os.path.sep:
                         right = right.lstrip(os.path.sep)
                     line = left + separator + right + '\n'