Crop size Error in caffe Model

Question

Im trying to train a caffe Model.I get this error

I0806 09:41:02.010442  2992 sgd_solver.cpp:105] Iteration 360, lr = 9.76e-  05
F0806 09:41:20.544955  2998 
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Answer 1

It seems like one (or more?) images in your input dataset has height = 199. Caffe cannot crop image with height 199 to size 224.

Error message explained:

data_transformer.cpp:168] Check failed: height<=datum_height (224 vs. 199)

Looking at the 'data_transformer.cpp' line 168:

CHECK_LE(height, datum_height);

the data transformer checks that the crop height (height) is less than or equal (LE) to the input datum_height.
As you can see from the error message, this check failed, meaning input height is larger than the crop height. The condition height=224 <= datum_height=199 does not hold and an error is raised.