Steps to reproduce:
add padding 28
Check it out on Iphone 12 Pro Max -> all good
Check it out on Iphone SE(2nd generation) -> padding for top, left, right is not showing up.
Is it a setting or something? I'm afraid the review will say the spacing is not consistent.
Expected result: padding should work in the same way in Iphone 12 Pro Max
Actual result: Padding for top, leading, trailing is not working for SE version
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I converted my model with coremltools:
model = tf.keras.models.load_model('mymodel')
mlmodel = ct.convert(model, convert_to="mlprogram",inputs=[ct.ImageType( name="sequential_1_input",
shape=(1, 192, 192, 3),
scale=1.0 / 255.0,
bias=[-10,-10,-10],
color_layout="RGB"],
source="tensorflow",
classifier_config=ct.ClassifierConfig(class_labels)
)
Set model author name
mlmodel.author = 'name'
Set the license of the model
mlmodel.license ="license"
Set a short description for the Xcode UI
mlmodel.short_description ="desc "
Set a version for the model
mlmodel.version = "1.0"
mlmodel.save("my model.mlpackage")
`
Then use this on my iOS app
let buffer = unwrapImage.buffer(with: CGSize(width:192, height:192)) # making sure the image is 192x192
let config = MLModelConfiguration()
let imageClassifier = try MyModel(configuration: config)
let result = try imageClassifier.prediction(sequential_1_input: buffer!)
let className: String = result.classLabel
let confidence: Double = result.classLabel_probs[result.classLabel] ?? 1.0
self.the_text = ("\(className)\nWith Confidence:\n\(confidence)")
For testing prediction on Core ML I'm using exactly the same image I'm using in python, but the predictions are all the time wrong, not even close!
So I'm guessing I'm doing something wrong, either when I do the conversion or after, any ideas?