Toma0916 / GlobalWheatDetection

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なんかtrainにヤバい奴が現れた #88

Closed kminoda closed 4 years ago

kminoda commented 4 years ago
スクリーンショット 2020-05-24 15 37 27
{
    "debug": false,
    "general": {
        "output_dirname": "koji/exp_013",
        "experiment_name": "manhattan",
        "seed": 42,
        "model_save_interval": 25,
        "bbox_filter": {
            "max_bbox_size": 160000,
            "min_bbox_size": 90
        }
    },
    "model": {
        "name": "efficient_det", 
        "config": {
            "pretrained_path": "/home/minoda/git/GlobalWheatDetection/weights/effdet/efficientdet_d5-ef44aea8.pth",
            "image_size": 512
        }
    },
    "train": {
        "batch_size": 2,
        "epochs": 51,
        "optimizer": {
            "name": "sgd",
            "config": {
                "lr": 0.005,
                "momentum": 0.9,
                "weight_decay": 0.0005
                },
                "eps": 1e-8
            },
        "scheduler": {
            "name": "Step",
            "config": {
                "step_size": 10,
                "gamma": 0.5,
                "last_epoch": -1
            }
        },
        "augment": {
            "mosaic": {
                "p": 0.5
            },
            "horizontal_flip": {
                "p": 0.5
            },
            "vertical_flip": {
                "p": 0.5
            },
            "blur": {
                "p": 0.5
            },
            "motion_blur": {
                "p": 0.5
            },
            "random_brightness": {
                "p": 0.5,
                "limit": 0.6
            },
            "random_contrast": {
                "p": 0.5,
                "limit": {
                    "tuple": {
                        "1": 0.7,
                        "2": 0.9
                    }
                }
            },
            "test_time_augment": false
        }
    },
    "valid": {
        "apply_bbox_filter": true,
        "confidence_filter": {
            "min_confidence": 0.2
        },
        "post_processor": {
            "name": "nms",
            "config": {
                "threshold": 0.2
            }
        }
    }
}
Toma0916 commented 4 years ago

コントラストとかでめちゃ強いやつ選ばれたんでないのかな

Toma0916 commented 4 years ago

リミット設定してあるね

Toma0916 commented 4 years ago

でも微妙に残ってるとこあるしバグではなさそう

kminoda commented 4 years ago

ほんとだ残ってるわ バグじゃないね 強すぎただけだね