update yolo to v4 and new training

cracker0dks · Jan 22, 2023 · 4092a2c · 4092a2c
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diff --git a/JDownloader 2.0/tools/offlineCaptchaSolver/darknet64/3vyEyi.png b/JDownloader 2.0/tools/offlineCaptchaSolver/darknet64/3vyEyi.png
diff --git a/JDownloader 2.0/tools/offlineCaptchaSolver/darknet64/bad.list b/JDownloader 2.0/tools/offlineCaptchaSolver/darknet64/bad.list
diff --git a/JDownloader 2.0/tools/offlineCaptchaSolver/darknet64/cudart64_100.dll b/JDownloader 2.0/tools/offlineCaptchaSolver/darknet64/cudart64_100.dll
diff --git a/JDownloader 2.0/tools/offlineCaptchaSolver/darknet64/darknet b/JDownloader 2.0/tools/offlineCaptchaSolver/darknet64/darknet
diff --git a/JDownloader 2.0/tools/offlineCaptchaSolver/darknet64/darknet.dll b/JDownloader 2.0/tools/offlineCaptchaSolver/darknet64/darknet.dll
diff --git a/JDownloader 2.0/tools/offlineCaptchaSolver/darknet64/darknet.exp b/JDownloader 2.0/tools/offlineCaptchaSolver/darknet64/darknet.exp
diff --git a/JDownloader 2.0/tools/offlineCaptchaSolver/darknet64/darknet.lib b/JDownloader 2.0/tools/offlineCaptchaSolver/darknet64/darknet.lib
diff --git a/JDownloader 2.0/tools/offlineCaptchaSolver/darknet64/darknet_no_gpu.exe b/JDownloader 2.0/tools/offlineCaptchaSolver/darknet64/darknet_no_gpu.exe
diff --git a/JDownloader 2.0/tools/offlineCaptchaSolver/darknet64/data/i1.jpg b/JDownloader 2.0/tools/offlineCaptchaSolver/darknet64/data/i1.jpg
diff --git a/JDownloader 2.0/tools/offlineCaptchaSolver/darknet64/data/labels/make_labels.py b/JDownloader 2.0/tools/offlineCaptchaSolver/darknet64/data/labels/make_labels.py
diff --git a/JDownloader 2.0/tools/offlineCaptchaSolver/darknet64/desktop.ini b/JDownloader 2.0/tools/offlineCaptchaSolver/darknet64/desktop.ini
diff --git a/JDownloader 2.0/tools/offlineCaptchaSolver/darknet64/opencv_world340.dll b/JDownloader 2.0/tools/offlineCaptchaSolver/darknet64/opencv_world340.dll
diff --git a/JDownloader 2.0/tools/offlineCaptchaSolver/darknet64/predictions.jpg b/JDownloader 2.0/tools/offlineCaptchaSolver/darknet64/predictions.jpg
diff --git a/JDownloader 2.0/tools/offlineCaptchaSolver/darknet64/pthreadGC2.dll b/JDownloader 2.0/tools/offlineCaptchaSolver/darknet64/pthreadGC2.dll
diff --git a/JDownloader 2.0/tools/offlineCaptchaSolver/darknet64/temp.jpg b/JDownloader 2.0/tools/offlineCaptchaSolver/darknet64/temp.jpg
diff --git a/JDownloader 2.0/tools/offlineCaptchaSolver/darknet64/test.bat b/JDownloader 2.0/tools/offlineCaptchaSolver/darknet64/test.bat
diff --git a/JDownloader 2.0/tools/offlineCaptchaSolver/darknet64/uselib.exe b/JDownloader 2.0/tools/offlineCaptchaSolver/darknet64/uselib.exe
diff --git a/JDownloader 2.0/tools/offlineCaptchaSolver/darknet64/yolo_console_dll.exe b/JDownloader 2.0/tools/offlineCaptchaSolver/darknet64/yolo_console_dll.exe
diff --git a/JDownloader 2.0/tools/offlineCaptchaSolver/darknet64/yolo_cpp_dll.dll b/JDownloader 2.0/tools/offlineCaptchaSolver/darknet64/yolo_cpp_dll.dll
diff --git a/JDownloader 2.0/tools/offlineCaptchaSolver/darknet64/yolo_cpp_dll.lib b/JDownloader 2.0/tools/offlineCaptchaSolver/darknet64/yolo_cpp_dll.lib
diff --git a/JDownloader 2.0/tools/offlineCaptchaSolver/darknet64/yolov3tinyobjLast.weights b/JDownloader 2.0/tools/offlineCaptchaSolver/darknet64/yolov3tinyobjLast.weights
diff --git a/...CaptchaSolver/darknet64/yolov3tinyobj.cfg → ...haSolver/darknet64/yolov4-tiny-custom.cfg b/...CaptchaSolver/darknet64/yolov3tinyobj.cfg → ...haSolver/darknet64/yolov4-tiny-custom.cfg
@@ -4,7 +4,7 @@
 #subdivisions=1
 # Training
 batch=64
-subdivisions=16
+subdivisions=2
 width=416
 height=416
 channels=3
@@ -15,24 +15,41 @@ saturation = 1.5
 exposure = 1.5
 hue=.1
 
-learning_rate=0.001
+learning_rate=0.00261
 burn_in=1000
 max_batches = 124000
 policy=steps
-steps=99200,111600
+steps=89600,100800
 scales=.1,.1
 
 [convolutional]
 batch_normalize=1
-filters=16
+filters=32
 size=3
-stride=1
+stride=2
 pad=1
 activation=leaky
 
-[maxpool]
-size=2
+[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
@@ -42,18 +59,28 @@ stride=1
 pad=1
 activation=leaky
 
-[maxpool]
-size=2
-stride=2
+[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=3
+size=1
 stride=1
 pad=1
 activation=leaky
 
+[route]
+layers = -6,-1
+
 [maxpool]
 size=2
 stride=2
@@ -66,6 +93,41 @@ 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
@@ -78,31 +140,54 @@ stride=1
 pad=1
 activation=leaky
 
-[maxpool]
-size=2
-stride=2
+[route]
+layers=-1
+groups=2
+group_id=1
 
 [convolutional]
 batch_normalize=1
-filters=512
+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=1
+stride=2
 
 [convolutional]
 batch_normalize=1
-filters=1024
+filters=512
 size=3
 stride=1
 pad=1
 activation=leaky
 
-###########
+##################################
 
 [convolutional]
 batch_normalize=1
@@ -135,9 +220,16 @@ anchors = 10,14,  23,27,  37,58,  81,82,  135,169,  344,319
 classes=62
 num=6
 jitter=.3
+scale_x_y = 1.05
+cls_normalizer=1.0
+iou_normalizer=0.07
+iou_loss=ciou
 ignore_thresh = .7
 truth_thresh = 1
-random=1
+random=0
+resize=1.5
+nms_kind=greedynms
+beta_nms=0.6
 
 [route]
 layers = -4
@@ -154,7 +246,7 @@ activation=leaky
 stride=2
 
 [route]
-layers = -1, 8
+layers = -1, 23
 
 [convolutional]
 batch_normalize=1
@@ -177,6 +269,13 @@ anchors = 10,14,  23,27,  37,58,  81,82,  135,169,  344,319
 classes=62
 num=6
 jitter=.3
+scale_x_y = 1.05
+cls_normalizer=1.0
+iou_normalizer=0.07
+iou_loss=ciou
 ignore_thresh = .7
 truth_thresh = 1
-random=1
+random=0
+resize=1.5
+nms_kind=greedynms
+beta_nms=0.6
diff --git a/...ptchaSolver/darknet64/yolov3-tiny.conv.15 → ...darknet64/yolov4-tiny-custom_last.weights b/...ptchaSolver/darknet64/yolov3-tiny.conv.15 → ...darknet64/yolov4-tiny-custom_last.weights
diff --git a/JDownloader 2.0/tools/offlineCaptchaSolver/dbimg/Comismsh.ttf b/JDownloader 2.0/tools/offlineCaptchaSolver/dbimg/Comismsh.ttf
diff --git a/JDownloader 2.0/tools/offlineCaptchaSolver/dbimg/cr.html b/JDownloader 2.0/tools/offlineCaptchaSolver/dbimg/cr.html
diff --git a/JDownloader 2.0/tools/offlineCaptchaSolver/dbimg/create.js b/JDownloader 2.0/tools/offlineCaptchaSolver/dbimg/create.js