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32 lines
935 B
Python
32 lines
935 B
Python
from manim import *
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from manim_ml.neural_network.layers import PairedQueryLayer
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from manim_ml.neural_network.layers.feed_forward import FeedForwardLayer
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from manim_ml.neural_network.neural_network import NeuralNetwork
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config.pixel_height = 720
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config.pixel_width = 1280
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config.frame_height = 6.0
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config.frame_width = 6.0
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class PairedQueryScene(Scene):
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def construct(self):
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positive_path = "../assets/triplet/positive.jpg"
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negative_path = "../assets/triplet/negative.jpg"
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paired_layer = PairedQueryLayer.from_paths(
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positive_path, negative_path, grayscale=False
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)
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paired_layer.scale(0.08)
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neural_network = NeuralNetwork(
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[paired_layer, FeedForwardLayer(5), FeedForwardLayer(3)]
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)
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neural_network.scale(1)
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self.play(Create(neural_network), run_time=3)
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self.play(neural_network.make_forward_pass_animation(), run_time=10)
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