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Descrizione
Hi. I am a new one here. It is a awesome lib for CV, thanks for your great work.
Now, I am encountering a problem that I trained ssd_300_vgg16_atrous_voc on my own dataset, the dataset has 4 classes. After training, I got a "ssd_300_vgg16_atrous_voc_best.params" file. When I want to load the parmeters and predict on new images, it return an error, logs as it,
AssertionError: Failed loading Parameter 'ssd0_convpredictor4_conv0_weight' from saved params: shape incompatible expected (126, 0, 3, 3) vs saved (30, 512, 3, 3)
The command I used as follow,
from gluoncv import model_zoo, data, utils
from matplotlib import pyplot as plt
import mxnet as mx
ctx = [mx.cpu()]
net = model_zoo.get_model('ssd_300_vgg16_atrous_voc', pretrained=False)
net.load_parameters('ssd_300_vgg16_atrous_voc_best.params', ctx = ctx)
Thanks for any help.