added model definitions

This commit is contained in:
Brian Bjarke Jensen
2024-03-12 21:50:47 +01:00
parent ec48879327
commit f139206758
14 changed files with 114 additions and 0 deletions
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from __future__ import annotations
from .fully_connected import FullyConnectedModel
class AngleTail(FullyConnectedModel):
def __init__(self):
super().__init__(num_out_features=3)
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from __future__ import annotations
from .fully_connected import FullyConnectedModel
class ContactTail(FullyConnectedModel):
def __init__(self):
super().__init__(num_out_features=2)
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from __future__ import annotations
from .fully_connected import FullyConnectedModel
class DistanceTail(FullyConnectedModel):
def __init__(self):
super().__init__(num_out_features=3)
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from __future__ import annotations
from .fully_connected import FullyConnectedModel
class FramingTail(FullyConnectedModel):
def __init__(self):
super().__init__(num_out_features=4)
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from __future__ import annotations
import torch.nn as nn
class FullyConnectedModel(nn.Module):
def __init__(self, num_out_features: int):
super().__init__()
# define layers
self.fc1 = nn.Linear(in_features=16*16*512, out_features=512)
self.af1 = nn.ReLU()
self.fc2 = nn.Linear(in_features=512, out_features=128)
self.af2 = nn.ReLU()
self.fc3 = nn.Linear(in_features=128, out_features=32)
self.af3 = nn.ReLU()
self.fc4 = nn.Linear(in_features=32, out_features=num_out_features)
def forward(self, x):
x = self.fc1(x)
x = self.af1(x)
x = self.fc2(x)
x = self.af2(x)
x = self.fc3(x)
x = self.af3(x)
x = self.fc4(x)
return x
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from __future__ import annotations
from .fully_connected import FullyConnectedModel
class InformationValueTail(FullyConnectedModel):
def __init__(self):
super().__init__(num_out_features=3)
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from __future__ import annotations
from .fully_connected import FullyConnectedModel
class ModalityColorTail(FullyConnectedModel):
def __init__(self):
super().__init__(num_out_features=3)
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from __future__ import annotations
from .fully_connected import FullyConnectedModel
class ModalityDepthTail(FullyConnectedModel):
def __init__(self):
super().__init__(num_out_features=3)
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from __future__ import annotations
from .fully_connected import FullyConnectedModel
class ModalityLightingTail(FullyConnectedModel):
def __init__(self):
super().__init__(num_out_features=3)
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from __future__ import annotations
from .fully_connected import FullyConnectedModel
class PointOfViewTail(FullyConnectedModel):
def __init__(self):
super().__init__(num_out_features=2)
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from __future__ import annotations
from .fully_connected import FullyConnectedModel
class SalienceTail(FullyConnectedModel):
def __init__(self):
super().__init__(num_out_features=5)
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from __future__ import annotations
from .fully_connected import FullyConnectedModel
class VisualSyntaxTail(FullyConnectedModel):
def __init__(self):
super().__init__(num_out_features=18)