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54
object_detection/configs/CornerNet-multi_scale.json
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54
object_detection/configs/CornerNet-multi_scale.json
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{
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"system": {
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"dataset": "COCO",
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"batch_size": 49,
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"sampling_function": "cornernet",
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"train_split": "trainval",
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"val_split": "minival",
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"learning_rate": 0.00025,
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"decay_rate": 10,
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"val_iter": 100,
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"opt_algo": "adam",
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"prefetch_size": 5,
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"max_iter": 500000,
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"stepsize": 450000,
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"snapshot": 5000,
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"chunk_sizes": [4, 5, 5, 5, 5, 5, 5, 5, 5, 5],
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"data_dir": "./data"
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},
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"db": {
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"rand_scale_min": 0.6,
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"rand_scale_max": 1.4,
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"rand_scale_step": 0.1,
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"rand_scales": null,
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"rand_crop": true,
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"rand_color": true,
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"border": 128,
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"gaussian_bump": true,
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"input_size": [511, 511],
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"output_sizes": [[128, 128]],
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"test_scales": [0.5, 0.75, 1, 1.25, 1.5],
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"top_k": 100,
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"categories": 80,
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"ae_threshold": 0.5,
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"nms_threshold": 0.5,
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"merge_bbox": true,
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"weight_exp": 10,
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"max_per_image": 100
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}
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}
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52
object_detection/configs/CornerNet.json
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52
object_detection/configs/CornerNet.json
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{
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"system": {
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"dataset": "COCO",
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"batch_size": 49,
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"sampling_function": "cornernet",
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"train_split": "trainval",
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"val_split": "minival",
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"learning_rate": 0.00025,
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"decay_rate": 10,
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"val_iter": 100,
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"opt_algo": "adam",
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"prefetch_size": 5,
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"max_iter": 500000,
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"stepsize": 450000,
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"snapshot": 5000,
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"chunk_sizes": [4, 5, 5, 5, 5, 5, 5, 5, 5, 5],
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"data_dir": "./data"
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},
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"db": {
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"rand_scale_min": 0.6,
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"rand_scale_max": 1.4,
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"rand_scale_step": 0.1,
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"rand_scales": null,
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"rand_crop": true,
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"rand_color": true,
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"border": 128,
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"gaussian_bump": true,
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"gaussian_iou": 0.3,
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"input_size": [511, 511],
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"output_sizes": [[128, 128]],
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"test_scales": [1],
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"top_k": 100,
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"categories": 80,
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"ae_threshold": 0.5,
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"nms_threshold": 0.5,
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"max_per_image": 100
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}
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}
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56
object_detection/configs/CornerNet_Saccade.json
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56
object_detection/configs/CornerNet_Saccade.json
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{
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"system": {
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"dataset": "COCO",
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"batch_size": 48,
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"sampling_function": "cornernet_saccade",
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"train_split": "trainval",
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"val_split": "minival",
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"learning_rate": 0.00025,
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"decay_rate": 10,
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"val_iter": 100,
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"opt_algo": "adam",
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"prefetch_size": 5,
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"max_iter": 500000,
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"stepsize": 450000,
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"snapshot": 5000,
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"chunk_sizes": [12, 12, 12, 12]
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},
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"db": {
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"rand_scale_min": 0.5,
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"rand_scale_max": 1.1,
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"rand_scale_step": 0.1,
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"rand_scales": null,
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"rand_full_crop": true,
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"gaussian_bump": true,
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"gaussian_iou": 0.5,
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"min_scale": 16,
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"view_sizes": [],
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"height_mult": 31,
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"width_mult": 31,
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"input_size": [255, 255],
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"output_sizes": [[64, 64]],
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"att_max_crops": 30,
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"att_scales": [[1, 2, 4]],
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"att_thresholds": [0.3],
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"top_k": 12,
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"num_dets": 12,
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"categories": 80,
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"ae_threshold": 0.3,
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"nms_threshold": 0.5,
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"max_per_image": 100
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}
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}
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54
object_detection/configs/CornerNet_Squeeze.json
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54
object_detection/configs/CornerNet_Squeeze.json
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{
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"system": {
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"dataset": "COCO",
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"batch_size": 55,
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"sampling_function": "cornernet",
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"train_split": "trainval",
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"val_split": "minival",
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"learning_rate": 0.00025,
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"decay_rate": 10,
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"val_iter": 100,
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"opt_algo": "adam",
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"prefetch_size": 5,
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"max_iter": 500000,
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"stepsize": 450000,
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"snapshot": 5000,
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"chunk_sizes": [13, 14, 14, 14],
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"data_dir": "./data"
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},
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"db": {
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"rand_scale_min": 0.6,
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"rand_scale_max": 1.4,
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"rand_scale_step": 0.1,
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"rand_scales": null,
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"rand_crop": true,
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"rand_color": true,
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"border": 128,
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"gaussian_bump": true,
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"gaussian_iou": 0.3,
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"input_size": [511, 511],
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"output_sizes": [[64, 64]],
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"test_scales": [1],
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"test_flipped": false,
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"top_k": 20,
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"num_dets": 100,
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"categories": 80,
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"ae_threshold": 0.5,
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"nms_threshold": 0.5,
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"max_per_image": 100
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}
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}
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