-
Notifications
You must be signed in to change notification settings - Fork 16
/
Copy pathStyleTransfer.kt
54 lines (47 loc) · 1.47 KB
/
StyleTransfer.kt
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
package com.swmansion.rnexecutorch
import android.util.Log
import com.facebook.react.bridge.Promise
import com.facebook.react.bridge.ReactApplicationContext
import com.swmansion.rnexecutorch.models.styletransfer.StyleTransferModel
import com.swmansion.rnexecutorch.utils.ETError
import com.swmansion.rnexecutorch.utils.ImageProcessor
import org.opencv.android.OpenCVLoader
class StyleTransfer(
reactContext: ReactApplicationContext,
) : NativeStyleTransferSpec(reactContext) {
private lateinit var styleTransferModel: StyleTransferModel
companion object {
const val NAME = "StyleTransfer"
init {
if (!OpenCVLoader.initLocal()) {
Log.d("rn_executorch", "OpenCV not loaded")
} else {
Log.d("rn_executorch", "OpenCV loaded")
}
}
}
override fun loadModule(
modelSource: String,
promise: Promise,
) {
try {
styleTransferModel = StyleTransferModel(reactApplicationContext)
styleTransferModel.loadModel(modelSource)
promise.resolve(0)
} catch (e: Exception) {
promise.reject(e.message!!, ETError.InvalidModelSource.toString())
}
}
override fun forward(
input: String,
promise: Promise,
) {
try {
val output = styleTransferModel.runModel(ImageProcessor.readImage(input))
promise.resolve(ImageProcessor.saveToTempFile(reactApplicationContext, output))
} catch (e: Exception) {
promise.reject(e.message!!, e.message)
}
}
override fun getName(): String = NAME
}