THU-MIG / yolov10

YOLOv10: Real-Time End-to-End Object Detection [NeurIPS 2024]
https://arxiv.org/abs/2405.14458
GNU Affero General Public License v3.0
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mosaic=0, but mosaic still work #464

Closed WoWoGG closed 2 weeks ago

WoWoGG commented 2 weeks ago

following is my args.yaml:

task: detect mode: train model: ultralytics/cfg/models/v10/yolov10n.yaml data: D:/pythonProject4/datasets/data.yaml epochs: 100 time: null patience: 150 batch: 4 imgsz: 2000 save: true save_period: -1 val_period: 1 cache: false device: 0 workers: 4 project: run/temp2 name: exp exist_ok: false pretrained: true optimizer: SGD verbose: true seed: 0 deterministic: false single_cls: false rect: false cos_lr: false close_mosaic: 0 resume: false amp: false fraction: 1.0 profile: false freeze: null multi_scale: false overlap_mask: true mask_ratio: 4 dropout: 0.0 val: true split: val save_json: false save_hybrid: false conf: null iou: 0.7 max_det: 300 half: false dnn: false plots: true source: null vid_stride: 1 stream_buffer: false visualize: false augment: false agnostic_nms: false classes: null retina_masks: false embed: null show: false save_frames: false save_txt: false save_conf: false save_crop: false show_labels: true show_conf: true show_boxes: true line_width: null format: torchscript keras: false optimize: false int8: false dynamic: false simplify: false opset: null workspace: 4 nms: false lr0: 0.001 lrf: 0.01 momentum: 0.937 weight_decay: 0.0005 warmup_epochs: 0 warmup_momentum: 0.8 warmup_bias_lr: 0.1 box: 7.5 cls: 0.5 dfl: 1.5 pose: 12.0 kobj: 1.0 label_smoothing: 0.0 nbs: 4 hsv_h: 0 hsv_s: 0 hsv_v: 0 degrees: 180 translate: 0 scale: 0 shear: 0 perspective: 0.0 flipud: 0.5 fliplr: 0.5 bgr: 0.0 mosaic: 0 mixup: 0 copy_paste: 0.3 auto_augment: randaugment erasing: 0.1 crop_fraction: 1.0 cfg: null tracker: botsort.yaml save_dir: run\temp2\exp

![Uploading train_batch0.jpg…]()

WoWoGG commented 2 weeks ago

train_batch2