Quadric 不仅发布了 ConvNext 的一个不同变体的结果,还发布了三个不同变体的结果:Tiny 和 Small 变体,输入图像尺寸为 640×640、800×800、928×1600。所有结果都可以在Quadric Developers' Studio中在线查看。 IC芯片网-电子元器件采购平台 编译代码,无需手工制作 IC芯片网-IC芯片电子元器件采购平台介绍,为什么...
学习率调整策略改为余弦退火 #实例化模型并且移动到GPU criterion=nn.CrossEntropyLoss() #criterion=SoftTargetCrossEntropy() model_ft=convnext_tiny(pretrained=True) num_ftrs=model_ft.head.in_features model_ft.fc=nn.Linear(num_ftrs,12) model_ft.to(DEVICE) #选择简单暴力的Adam优化器,学习率调低 o...
datasetsfrom model import convnext_tiny as create_modelfrom utils import create_lr_scheduler, get_params_groups, train_one_epoch, evaluate,plot_class_predsdef main(args):os.environ["KMP_DUPLICATE_LIB_OK"] = "TRUE"device
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│ ├─Small-flowered Cranesbill │ └─Sugar beet ├─dataset │ ├─ __init__.py│ └─ dataset.py├─Model │ └─convnext.py├─ test1.py├─ test2.py└─ train_connext.py 数据集 数据集选用植物幼苗分类,总共12类。数据集连接如下: ...
add tiny/small 22k models Mar 14, 2022 object_detection edit readmes Jan 19, 2022 semantic_segmentation Update README.md Mar 5, 2022 CODE_OF_CONDUCT.md Initial commit Jan 11, 2022 CONTRIBUTING.md Initial commit Jan 11, 2022 INSTALL.md ...
url = model_urls['convnext_tiny_1k'] checkpoint = torch.hub.load_state_dict_from_url(url=url, map_location="cpu", check_hash=True) model.load_state_dict(checkpoint["model"]) return model @register_model def convnext_small(pretrained=False, **kwargs): ...
def convnext_tiny(num_classes: int): # https://dl.fbaipublicfiles.com/convnext/convnext_tiny_1k_224_ema.pth model = ConvNeXt(depths=[3, 3, 9, 3], dims=[96, 192, 384, 768], num_classes=num_classes) return model def convnext_small(num_classes: int): ...
│ ├─Small-flowered Cranesbill │ └─Sugar beet ├─dataset │ ├─ __init__.py │ └─ dataset.py ├─Model │ └─convnext.py ├─ test1.py ├─ test2.py └─ train_connext.py 数据集 数据集选用植物幼苗分类,总共12类。数据集连接如下: ...
# 配置模型 from ConvNeXt import convnext_tiny, convnext_small, convnext_base, convnext_large, convnext_xlarge cvt_t = convnext_tiny() cvt_s = convnext_small() cvt_b = convnext_base() cvt_l = convnext_large() cvt_x = convnext_xlarge() W0211 21:12:49.976547 686 device_conte...