2.0
Browse files- config.json +103 -0
- model.safetensors +3 -0
config.json
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{
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"accelerator": "auto",
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"annotations_xml": null,
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"architecture": "retinanet",
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"batch_size": 1,
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"cropmodel": {
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"balance_classes": false,
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"batch_size": 4,
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"lr": 0.0001,
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"num_classes": 2,
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"num_workers": 0,
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"sampler": "weighted_random",
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"scheduler": {
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"params": {
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"T_max": 10,
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"cooldown": 0,
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"eps": 1e-08,
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"eta_min": 1e-05,
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"factor": 0.5,
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"gamma": 0.1,
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"lr_lambda": "0.95 ** epoch",
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"milestones": [
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50,
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100
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],
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"min_lr": 0.0,
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"mode": "min",
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"patience": 5,
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"step_size": 30,
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"threshold": 0.0001,
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"threshold_mode": "rel"
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},
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"type": "ReduceLROnPlateau"
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}
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},
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"devices": "auto",
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"label_dict": {
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"Tree": 0
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},
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"model": {
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"name": "weecology/deepforest-tree",
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"revision": "main"
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},
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"nms_thresh": 0.05,
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"num_classes": 1,
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"patch_overlap": 0.05,
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"patch_size": 400,
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"path_to_raster": null,
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"path_to_rgb": null,
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"predict": {
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"pin_memory": false
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},
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"rgb_dir": null,
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"score_thresh": 0.1,
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"train": {
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"augmentations": [
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{
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"HorizontalFlip": {
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"p": 0.5
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}
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}
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],
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"csv_file": null,
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"epochs": 1,
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"fast_dev_run": false,
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"lr": 0.001,
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"preload_images": false,
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"root_dir": null,
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"scheduler": {
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"params": {
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"T_max": 10,
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"cooldown": 0,
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"eps": 1e-08,
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"eta_min": 1e-05,
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"factor": 0.1,
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"gamma": 0.1,
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"lr_lambda": "0.95 ** epoch",
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"milestones": [
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50,
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100
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],
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"min_lr": 0.0,
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"mode": "min",
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"patience": 10,
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"step_size": 30,
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"threshold": 0.0001,
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"threshold_mode": "rel"
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},
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"type": null
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}
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},
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"validation": {
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"augmentations": [],
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"csv_file": null,
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"iou_threshold": 0.4,
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"lr_plateau_target": "val_loss",
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"preload_images": false,
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"root_dir": null,
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"size": null,
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"val_accuracy_interval": 20
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},
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"workers": 0
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}
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model.safetensors
ADDED
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@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:4258183b8b90bbce9dcc69ea46e7aac86d892aac34ee0602fa3dc2eafe75eb21
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size 94291856
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