ContrastiveCrop的size和scale是根据数据集设定吗,还是代码中的size=32,scale=(0.2,1.0)适配所有数据集
syfffffff opened this issue · comments
The size should vary based on the dataset. size=32 is the typical size used for CIFAR-10/100.
The scale is relatively less important. scale=(0.2, 1.0) should be a good default for different datasets. Of course, you can try a different lower/upper bound for parameter tuning.
If my picture size is 224 * 224, can I increase my size appropriately
Of course, you can set size=224. Note that the size passed to ContrastiveCrop
is the same as the one passed to RandomResizedCrop
.
thanks