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ModelManagement.swift
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ModelManagement.swift
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//
// Copyright (c) 2019 Google Inc.
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.
//
import MLKitCommon
import MLKitImageClassificationAutoML
class ModelManagementSnippets {
func setupRemoteModel() {
// [START setup_remote_model]
let downloadConditions = ModelDownloadConditions(allowsCellularAccess: true,
allowsBackgroundDownloading: true)
// Instantiate a concrete subclass of RemoteModel.
let remoteModel = AutoMLRemoteModel(name: "your_remote_model" // The name you assigned in the console.
)
// [END setup_remote_model]
// [START start_download]
let downloadProgress = ModelManager.modelManager().download(remoteModel, conditions: downloadConditions)
// ...
if downloadProgress.isFinished {
// The model is available on the device
}
// [END start_download]
}
func setupModelDownloadNotifications() {
// [START setup_notifications]
NotificationCenter.default.addObserver(
forName: .mlkitModelDownloadDidSucceed,
object: nil,
queue: nil
) { [weak self] notification in
guard let strongSelf = self,
let userInfo = notification.userInfo,
let model = userInfo[ModelDownloadUserInfoKey.remoteModel.rawValue]
as? RemoteModel,
model.name == "your_remote_model"
else { return }
// The model was downloaded and is available on the device
}
NotificationCenter.default.addObserver(
forName: .mlkitModelDownloadDidFail,
object: nil,
queue: nil
) { [weak self] notification in
guard let strongSelf = self,
let userInfo = notification.userInfo,
let model = userInfo[ModelDownloadUserInfoKey.remoteModel.rawValue]
as? RemoteModel
else { return }
let error = userInfo[ModelDownloadUserInfoKey.error.rawValue]
// ...
}
// [END setup_notifications]
}
func setupLocalModel() {
// [START setup_local_model]
guard let manifestPath = Bundle.main.path(forResource: "manifest",
ofType: "json",
inDirectory: "my_model") else { return }
// Instantiate a concrete subclass of LocalModel.
let localModel = AutoMLLocalModel(manifestPath: manifestPath)
// [END setup_local_model]
}
}