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NathanFlurryNathanFlurry
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Made it work with playgrounds
Removed asset catalogues to make it work with playgrounds
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‎.gitignore

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MLExports/

‎Playground.playground/Pages/Page.xcplaygroundpage/Contents.swift

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import UIKit
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import PlaygroundSupport
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// Create canvas view controller
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let canvasViewController = CanvasViewController()
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let image = UIImage(named: "background.png")
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PlaygroundPage.current.liveView = canvasViewController.view

‎Playground.playground/Pages/Page.xcplaygroundpage/timeline.xctimeline

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<?xml version="1.0" encoding="UTF-8"?>
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<Timeline
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version = "3.0">
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<TimelineItems>
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<LoggerValueHistoryTimelineItem
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documentLocation = "file:///Users/nathanflurry/Documents/VPL/Playground.playground/Pages/Page.xcplaygroundpage#CharacterRangeLen=60&amp;CharacterRangeLoc=169&amp;EndingColumnNumber=0&amp;EndingLineNumber=9&amp;StartingColumnNumber=0&amp;StartingLineNumber=8&amp;Timestamp=544233889.834365"
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selectedRepresentationIndex = "0"
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shouldTrackSuperviewWidth = "NO">
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</LoggerValueHistoryTimelineItem>
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</TimelineItems>
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</Timeline>

‎Playground.playground/Resources/Alphanum_28x28.mlmodelc/coremldata.bin

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‎Playground.playground/Resources/Alphanum_28x28.mlmodelc/model.espresso.net

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{
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"storage" : "model.espresso.weights",
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"properties" : {
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},
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"format_version" : 200,
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"layers" : [
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{
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"pad_r" : 0,
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"fused_relu" : 1,
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"fused_tanh" : 0,
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"pad_fill_mode" : 0,
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"pad_b" : 0,
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"pad_l" : 0,
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"top" : "conv2d_1__activation___output",
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"blob_weights" : 3,
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"K" : 1,
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"blob_biases" : 1,
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"name" : "conv2d_1",
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"has_batch_norm" : 0,
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"type" : "convolution",
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"n_groups" : 1,
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"pad_t" : 0,
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"has_biases" : 1,
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"C" : 32,
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"bottom" : "Image",
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"weights" : {
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},
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"pad_mode" : 0,
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"Nx" : 3,
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"pad_value" : 0,
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"Ny" : 3,
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"n_parallel" : 1
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},
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{
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"pad_r" : 0,
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"fused_relu" : 1,
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"fused_tanh" : 0,
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"pad_fill_mode" : 0,
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"pad_b" : 0,
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"pad_l" : 0,
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"top" : "conv2d_2__activation___output",
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"blob_weights" : 7,
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"K" : 32,
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"blob_biases" : 5,
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"name" : "conv2d_2",
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"has_batch_norm" : 0,
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"type" : "convolution",
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"n_groups" : 1,
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"pad_t" : 0,
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"has_biases" : 1,
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"C" : 64,
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"bottom" : "conv2d_1__activation___output",
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"weights" : {
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},
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"pad_mode" : 0,
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"Nx" : 3,
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"pad_value" : 0,
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"Ny" : 3,
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"n_parallel" : 1
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},
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{
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"pad_value" : 0,
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"average_count_exclude_padding" : 1,
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"top_shape_style" : 0,
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"avg_or_max" : 1,
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"stride_x" : 2,
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"pad_mode" : 2,
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"stride_y" : 2,
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"pad_t" : 0,
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"weights" : {
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},
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"size_y" : 2,
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"type" : "pool",
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"pad_r" : 0,
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"pad_b" : 0,
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"size_x" : 2,
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"pad_fill_mode" : 0,
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"bottom" : "conv2d_2__activation___output",
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"pad_l" : 0,
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"name" : "max_pooling2d_1",
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"top" : "max_pooling2d_1_output"
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},
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{
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"bottom" : "max_pooling2d_1_output",
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"weights" : {
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},
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"mode" : 1,
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"hint_fallback_from_metal" : 1,
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"top" : "flatten_1_output",
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"type" : "flatten",
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"name" : "flatten_1"
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},
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{
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"nB" : 9216,
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"top" : "dense_1__activation___output",
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"has_biases" : 1,
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"weights" : {
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},
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"nC" : 128,
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"blob_weights" : 11,
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"type" : "inner_product",
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"has_relu" : 1,
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"bottom" : "flatten_1_output",
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"blob_biases" : 9,
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"has_tanh" : 0,
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"hint_fallback_from_metal" : 1,
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"name" : "dense_1",
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"has_prelu" : 0
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},
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{
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"nB" : 128,
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"top" : "dense_2_output",
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"has_biases" : 1,
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"weights" : {
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},
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"nC" : 36,
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"blob_weights" : 15,
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"type" : "inner_product",
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"has_relu" : 0,
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"bottom" : "dense_1__activation___output",
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"blob_biases" : 13,
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"has_tanh" : 0,
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"name" : "dense_2",
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"has_prelu" : 0
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},
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{
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"C" : 2,
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"weights" : {
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},
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"top" : "Probabilities",
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"type" : "softmax",
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"name" : "dense_2__activation__",
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"bottom" : "dense_2_output"
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}
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]
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}

‎Playground.playground/Resources/Alphanum_28x28.mlmodelc/model.espresso.shape

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{
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"layer_shapes" : {
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"max_pooling2d_1_output" : {
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"k" : 64,
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"w" : 12,
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"n" : 1,
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"h" : 12
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},
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"flatten_1_output" : {
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"k" : 9216,
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"w" : 1,
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"n" : 1,
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"h" : 1
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},
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"Probabilities" : {
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"k" : 36,
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"w" : 1,
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"n" : 1,
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"h" : 1
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},
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"conv2d_2__activation___output" : {
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"k" : 64,
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"w" : 24,
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"n" : 1,
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"h" : 24
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},
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"conv2d_1__activation___output" : {
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"k" : 32,
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"w" : 26,
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"n" : 1,
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"h" : 26
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},
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"dense_1__activation___output" : {
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"k" : 128,
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"w" : 1,
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"n" : 1,
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"h" : 1
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},
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"dense_2_output" : {
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"k" : 36,
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"w" : 1,
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"n" : 1,
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"h" : 1
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},
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"Image" : {
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"k" : 1,
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"w" : 28,
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"n" : 1,
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"h" : 28
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}
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}
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}

‎Playground.playground/Resources/Alphanum_28x28.mlmodelc/model.espresso.weights

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‎Playground.playground/Resources/Alphanum_28x28.mlmodelc/model/coremldata.bin

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‎Playground.playground/Resources/Chars74k.mlmodelc/coremldata.bin

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