From 84e12674cc1726f9bbf488c091d0e9c709a34a32 Mon Sep 17 00:00:00 2001
From: Florian Vahl <7vahl@informatik.uni-hamburg.de>
Date: Wed, 18 Dec 2024 20:51:53 +0100
Subject: [PATCH] Add version with large max pool

---
 config/yoeo_medium_decoder_deconv_context.cfg | 381 ++++++++++++++++++
 1 file changed, 381 insertions(+)
 create mode 100644 config/yoeo_medium_decoder_deconv_context.cfg

diff --git a/config/yoeo_medium_decoder_deconv_context.cfg b/config/yoeo_medium_decoder_deconv_context.cfg
new file mode 100644
index 0000000..cd1803d
--- /dev/null
+++ b/config/yoeo_medium_decoder_deconv_context.cfg
@@ -0,0 +1,381 @@
+[net]
+# Testing
+#batch=1
+#subdivisions=1
+# Training
+batch=64
+subdivisions=4
+width=416
+height=416
+channels=3
+momentum=0.9
+decay=0.0005
+angle=0
+saturation = 1.5
+exposure = 1.5
+hue=.1
+
+learning_rate=0.0001
+burn_in=100
+max_batches = 4000
+policy=steps
+steps=50000,60000
+scales=.1,.1
+
+[convolutional]
+batch_normalize=1
+filters=32
+size=3
+stride=2
+pad=1
+activation=leaky
+
+[convolutional]
+batch_normalize=1
+filters=64
+size=3
+stride=2
+pad=1
+activation=leaky
+
+[convolutional]
+batch_normalize=1
+filters=64
+size=3
+stride=1
+pad=1
+activation=leaky
+
+[route]
+layers=-1
+groups=2
+group_id=1
+
+[convolutional]
+batch_normalize=1
+filters=32
+size=3
+stride=1
+pad=1
+activation=leaky
+
+[convolutional]
+batch_normalize=1
+filters=32
+size=3
+stride=1
+pad=1
+activation=leaky
+
+[route]
+layers = -1,-2
+
+[convolutional]
+batch_normalize=1
+filters=64
+size=1
+stride=1
+pad=1
+activation=leaky
+
+[route]
+layers = -6,-1
+
+[maxpool]
+size=2
+stride=2
+
+[convolutional]
+batch_normalize=1
+filters=128
+size=3
+stride=1
+pad=1
+activation=leaky
+
+[route]
+layers=-1
+groups=2
+group_id=1
+
+[convolutional]
+batch_normalize=1
+filters=64
+size=3
+stride=1
+pad=1
+activation=leaky
+
+[convolutional]
+batch_normalize=1
+filters=64
+size=3
+stride=1
+pad=1
+activation=leaky
+
+[route]
+layers = -1,-2
+
+[convolutional]
+batch_normalize=1
+filters=128
+size=1
+stride=1
+pad=1
+activation=leaky
+
+[route]
+layers = -6,-1
+
+[maxpool]
+size=2
+stride=2
+
+[convolutional]
+batch_normalize=1
+filters=256
+size=3
+stride=1
+pad=1
+activation=leaky
+
+[route]
+layers=-1
+groups=2
+group_id=1
+
+[convolutional]
+batch_normalize=1
+filters=128
+size=3
+stride=1
+pad=1
+activation=leaky
+
+[convolutional]
+batch_normalize=1
+filters=128
+size=3
+stride=1
+pad=1
+activation=leaky
+
+[route]
+layers = -1,-2
+
+[convolutional]
+batch_normalize=1
+filters=256
+size=1
+stride=1
+pad=1
+activation=leaky
+
+[route]
+layers = -6,-1
+
+[maxpool]
+size=2
+stride=2
+
+[convolutional]
+batch_normalize=1
+filters=512
+size=3
+stride=1
+pad=1
+activation=leaky
+
+###########
+
+[convolutional]
+batch_normalize=1
+filters=256
+size=1
+stride=1
+pad=1
+activation=leaky
+
+[convolutional]
+batch_normalize=1
+filters=512
+size=3
+stride=1
+pad=1
+activation=leaky
+
+[convolutional]
+size=1
+stride=1
+pad=1
+filters=8
+activation=linear
+
+[yolo]
+mask = 0
+anchors = 100, 100
+classes=3
+num=1
+jitter=.3
+ignore_thresh = .7
+truth_thresh = 1
+random=1
+
+[route]
+layers = -4
+
+[convolutional]
+batch_normalize=1
+filters=128
+size=1
+stride=1
+pad=1
+activation=leaky
+
+[upsample]
+stride=2
+
+[route]
+layers = -1, 24
+
+[convolutional]
+batch_normalize=1
+filters=256
+size=3
+stride=1
+pad=1
+activation=leaky
+
+[convolutional]
+size=1
+stride=1
+pad=1
+filters=8
+activation=linear
+
+[yolo]
+mask = 0
+anchors = 100, 100
+classes=3
+num=1
+jitter=.3
+ignore_thresh = .7
+truth_thresh = 1
+random=1
+
+[route]
+layers = 18
+groups=2
+group_id=1
+
+[maxpool]
+size=13
+stride=13
+
+[convolutional]
+batch_normalize=1
+filters=128
+size=3
+stride=1
+pad=1
+activation=leaky
+
+[upsample]
+stride=13
+
+[route]
+layers = 18
+groups=2
+group_id=0
+
+[route]
+layers = -1, -2
+
+[convolutional]
+batch_normalize=1
+filters=256
+size=3
+stride=1
+pad=1
+activation=leaky
+
+[shortcut]
+from=-2
+
+[deconvolutional]
+batch_normalize=1
+filters=128
+size=2
+stride=2
+pad=0
+activation=leaky
+
+[route]
+layers = -1, 10
+
+[convolutional]
+batch_normalize=1
+filters=256
+size=3
+stride=1
+pad=1
+activation=leaky
+
+[shortcut]
+from=-2
+
+[deconvolutional]
+batch_normalize=1
+filters=64
+size=2
+stride=2
+pad=0
+activation=leaky
+
+[route]
+layers = -1, 2
+
+[convolutional]
+batch_normalize=1
+filters=128
+size=3
+stride=1
+pad=1
+activation=leaky
+
+[shortcut]
+from=-2
+
+[deconvolutional]
+batch_normalize=1
+filters=32
+size=2
+stride=2
+pad=0
+activation=leaky
+
+[route]
+layers = -1, 0
+
+[convolutional]
+batch_normalize=1
+filters=64
+size=3
+stride=1
+pad=1
+activation=leaky
+
+[shortcut]
+from=-2
+
+[deconvolutional]
+batch_normalize=1
+filters=3
+size=2
+stride=2
+pad=0
+activation=linear
+
+[seg]
+classes=3