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Mastering Development

keras: insert layers to the beginning (near the input) of an existing model

I need to add layers to the beginning of an existing model. However, I need to add the layers on "the main model level", that is I can’t use the classic functional approach. For example, if I use something like: from keras.layers import Dense,Reshape, Input inp = Input(shape=(15,)) d1 = Dense(224*224*3, activation=’linear’)(inp) r1 = Reshape((224,224,3)) […]

Categories
Mastering Development

alphabetically sort with query in java

I am using this type of sorting, and I want to be case insensitive. Query query = new Query(); query.with(new Sort(new Order(Sort.Direction.ASC,"title").ignoreCase())); return db.find(query, Video.class); I tried this query but I don’t get any results back. Imports used: import org.springframework.data.domain.Sort; import org.springframework.data.domain.Sort.Direction; import org.springframework.data.domain.Sort.Order; import org.springframework.data.mongodb.core.query.Criteria; import org.springframework.data.mongodb.core.query.Query; For example, if I have this type […]

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Development

ML Image Classification – Any UI Tools to train a set of images on pretrained models (more than one models) and provide result

I have set of images for image classification. Now I want to run these images on pre-trained networks simultaneously (for ex: vgg16, inception, etc.,) and return their accuracy values.Can anyone recommend any available UI tools for this approach.

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Development

Keras layer and Nonetype [on hold]

Edit 2: Well, the problem in this case seems to be that, when creating a custom Keras layer, self.add_weight does not allow a Nonetype input. Keras’ own BatchNormalization function does not seem to allow Nonetype inputs either. According to this article, this code should work; It should provide a functioning Faster RCNN. However, I cannot […]