hi,
if your plan is to perform inference with your tflite model, you can convert the inputs to the input shape specification of your model, you can simply reshape the image to [1, 3, 224, 224] .
otherwise check this tf.lite.Interpreter  |  TensorFlow Core v2.5.0 21