diff --git a/README.md b/README.md
index ff0be0f..c89ba17 100644
--- a/README.md
+++ b/README.md
@@ -6,6 +6,11 @@ This is a personal reimplementation of Optical Flow Estimation using a Spatial P
For the original Torch version of this work, please see: https://github.com/anuragranj/spynet
Another optical flow implementation from me: https://github.com/sniklaus/pytorch-pwc
+
+And another optical flow implementation from me: https://github.com/sniklaus/pytorch-unflow
+
+## setup
+To download the pre-trained models, run `bash download.bash`. These originate from the original authors, I just converted them to PyTorch.
## usage
To run it on your own pair of images, use the following command. You can choose between various models, please make sure to see their paper / the code for more details.
diff --git a/download.bash b/download.bash
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--- /dev/null
+++ b/download.bash
@@ -0,0 +1,7 @@
+#!/bin/bash
+
+wget --timestamping http://content.sniklaus.com/github/pytorch-spynet/network-chairs-clean.pytorch
+wget --timestamping http://content.sniklaus.com/github/pytorch-spynet/network-chairs-final.pytorch
+wget --timestamping http://content.sniklaus.com/github/pytorch-spynet/network-kitti-final.pytorch
+wget --timestamping http://content.sniklaus.com/github/pytorch-spynet/network-sintel-clean.pytorch
+wget --timestamping http://content.sniklaus.com/github/pytorch-spynet/network-sintel-final.pytorch
\ No newline at end of file
diff --git a/models/README.md b/models/README.md
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-These weights originate from the models trained by the original authors: https://github.com/anuragranj/spynet
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diff --git a/run.py b/run.py
index 0cfa2a1..231fafb 100644
--- a/run.py
+++ b/run.py
@@ -35,23 +35,6 @@
if strOption == '--out' and strArgument != '': arguments_strOut = strArgument # path to where the output should be stored
# end
-if arguments_strModel == 'chairs-clean':
- arguments_strModel = '4'
-
-elif arguments_strModel == 'chairs-final':
- arguments_strModel = '3'
-
-elif arguments_strModel == 'sintel-clean':
- arguments_strModel = 'C'
-
-elif arguments_strModel == 'sintel-final':
- arguments_strModel = 'F'
-
-elif arguments_strModel == 'kitti-final':
- arguments_strModel = 'K'
-
-# end
-
##########################################################
class Network(torch.nn.Module):
@@ -87,17 +70,6 @@ def __init__(self, intLevel):
torch.nn.ReLU(inplace=False),
torch.nn.Conv2d(in_channels=16, out_channels=2, kernel_size=7, stride=1, padding=3)
)
-
- if intLevel == 5:
- if arguments_strModel == '3' or arguments_strModel == '4':
- intLevel = 4 # the models trained on the flying chairs dataset do not come with weights for the sixth layer
- # end
- # end
-
- for intConv in range(5):
- self.moduleBasic[intConv * 2].weight.data.copy_(torch.utils.serialization.load_lua('./models/modelL' + str(intLevel + 1) + '_' + arguments_strModel + '-' + str(intConv + 1) + '-weight.t7'))
- self.moduleBasic[intConv * 2].bias.data.copy_(torch.utils.serialization.load_lua('./models/modelL' + str(intLevel + 1) + '_' + arguments_strModel + '-' + str(intConv + 1) + '-bias.t7'))
- # end
# end
def forward(self, tensorInput):
@@ -129,6 +101,8 @@ def forward(self, tensorInput, tensorFlow):
self.moduleBasic = torch.nn.ModuleList([ Basic(intLevel) for intLevel in range(6) ])
self.moduleBackward = Backward()
+
+ self.load_state_dict(torch.load('./network-' + arguments_strModel + '.pytorch'))
# end
def forward(self, tensorFirst, tensorSecond):