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40
keras-yolo3-master/zoo/config_kangaroo.json
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40
keras-yolo3-master/zoo/config_kangaroo.json
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{
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"model" : {
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"min_input_size": 288,
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"max_input_size": 448,
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"anchors": [55,69, 75,234, 133,240, 136,129, 142,363, 203,290, 228,184, 285,359, 341,260],
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"labels": ["kangaroo"]
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},
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"train": {
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"train_image_folder": "/home/andy/Desktop/github/kangaroo/images/",
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"train_annot_folder": "/home/andy/Desktop/github/kangaroo/annots/",
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"cache_name": "kangaroo_train.pkl",
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"train_times": 3,
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"batch_size": 16,
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"learning_rate": 1e-4,
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"nb_epochs": 100,
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"warmup_epochs": 3,
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"ignore_thresh": 0.5,
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"gpus": "0,1",
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"grid_scales": [1,1,1],
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"obj_scale": 5,
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"noobj_scale": 1,
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"xywh_scale": 1,
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"class_scale": 1,
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"tensorboard_dir": "log_kangaroo",
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"saved_weights_name": "kangaroo.h5",
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"debug": true
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},
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"valid": {
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"valid_image_folder": "",
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"valid_annot_folder": "",
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"cache_name": "",
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"valid_times": 1
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}
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}
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40
keras-yolo3-master/zoo/config_raccoon.json
Executable file
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keras-yolo3-master/zoo/config_raccoon.json
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{
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"model" : {
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"min_input_size": 288,
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"max_input_size": 448,
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"anchors": [17,18, 28,24, 36,34, 42,44, 56,51, 72,66, 90,95, 92,154, 139,281],
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"labels": ["raccoon"]
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},
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"train": {
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"train_image_folder": "/home/andy/Desktop/github/raccoon_dataset/images/",
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"train_annot_folder": "/home/andy/Desktop/github/raccoon_dataset/annotations/",
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"cache_name": "raccoon_train.pkl",
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"train_times": 3,
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"batch_size": 16,
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"learning_rate": 1e-4,
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"nb_epochs": 100,
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"warmup_epochs": 3,
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"ignore_thresh": 0.5,
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"gpus": "0,1",
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"grid_scales": [1,1,1],
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"obj_scale": 5,
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"noobj_scale": 1,
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"xywh_scale": 1,
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"class_scale": 1,
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"tensorboard_dir": "log_raccoon",
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"saved_weights_name": "raccoon.h5",
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"debug": true
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},
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"valid": {
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"valid_image_folder": "",
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"valid_annot_folder": "",
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"cache_name": "",
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"valid_times": 1
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}
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}
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40
keras-yolo3-master/zoo/config_rbc.json
Executable file
40
keras-yolo3-master/zoo/config_rbc.json
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{
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"model" : {
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"min_input_size": 224,
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"max_input_size": 480,
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"anchors": [25,33, 52,94, 56,71, 67,83, 68,98, 73,65, 81,96, 116,134, 147,182],
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"labels": ["Platelets", "RBC", "WBC"]
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},
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"train": {
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"train_image_folder": "/home/experiencor/data/BCCD_Dataset/BCCD/JPEGImages/",
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"train_annot_folder": "/home/experiencor/data/BCCD_Dataset/BCCD/Annotations/",
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"cache_name": "rbc_train.pkl",
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"train_times": 3,
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"batch_size": 16,
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"learning_rate": 1e-4,
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"nb_epochs": 100,
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"warmup_epochs": 3,
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"ignore_thresh": 0.5,
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"gpus": "0,1",
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"grid_scales": [1,1,1],
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"obj_scale": 5,
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"noobj_scale": 1,
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"xywh_scale": 1,
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"class_scale": 1,
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"tensorboard_dir": "log_rbc",
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"saved_weights_name": "rbc.h5",
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"debug": true
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},
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"valid": {
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"valid_image_folder": "",
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"valid_annot_folder": "",
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"cache_name": "",
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"valid_times": 1
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}
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}
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keras-yolo3-master/zoo/config_voc.json
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keras-yolo3-master/zoo/config_voc.json
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{
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"model" : {
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"min_input_size": 224,
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"max_input_size": 480,
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"anchors": [24,34, 46,84, 68,185, 116,286, 122,97, 171,180, 214,327, 326,193, 359,359],
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"labels": ["aeroplane", "bicycle", "bird", "boat", "bottle", "bus", "car", "cat", "chair", "cow", "diningtable", "dog", "horse", "motorbike", "person", "pottedplant", "sheep", "sofa", "train", "tvmonitor"]
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},
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"train": {
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"train_image_folder": "/home/experiencor/data/pascal/train/images/",
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"train_annot_folder": "/home/experiencor/data/pascal/train/annots/",
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"cache_name": "voc_train.pkl",
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"train_times": 1,
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"batch_size": 8,
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"learning_rate": 1e-5,
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"nb_epochs": 100,
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"warmup_epochs": 3,
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"ignore_thresh": 0.5,
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"gpus": "0",
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"grid_scales": [1,1,1],
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"obj_scale": 5,
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"noobj_scale": 1,
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"xywh_scale": 1,
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"class_scale": 1,
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"tensorboard_dir": "log_voc",
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"saved_weights_name": "voc.h5",
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"debug": true
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},
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"valid": {
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"valid_image_folder": "/home/experiencor/data/pascal/valid/images/",
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"valid_annot_folder": "/home/experiencor/data/pascal/valid/annots/",
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"cache_name": "voc_valid.pkl",
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"valid_times": 1
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}
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}
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