mobileone_s0

holocron.models.mobileone_s0(pretrained: bool = False, checkpoint: Checkpoint | None = None, progress: bool = True, **kwargs: Any) → MobileOne

MobileOne-S0 from “An Improved One millisecond Mobile Backbone”

Parameters:

• pretrained (bool) – If True, returns a model pre-trained on ImageNet

• checkpoint – If specified, the model’s parameters will be set to the checkpoint’s values

• progress (bool) – If True, displays a progress bar of the download to stderr

• kwargs – keyword args of _mobileone

Returns:

classification model

Return type:

torch.nn.Module

class holocron.models.MobileOne_S0_Checkpoint(value)

The model builder above accepts the following values as the checkpoint parameter. MobileOne_S0_Checkpoint.DEFAULT is equivalent to MobileOne_S0_Checkpoint.IMAGENETTE

MobileOne_S0_Checkpoint.IMAGENETTE:

Also available as MobileOne_S0_Checkpoint.DEFAULT.

dataset	imagenette
top1-accuracy	0.8808
top5-accuracy	0.9883
url	link
sha256	9ddd1fe9d6c0a73d
size	16.9MB
num_params	4.3M
categories	tench, English springer, cassette player, … (7 omitted)
input_shape	(3, 224, 224)
mean	(0.485, 0.456, 0.406)
std	(0.229, 0.224, 0.225)
interpolation	InterpolationMode.BILINEAR
commit	d4a5999