VoltAGE The Camera Pt. 6
Goal?
VoltAGE is a react-native app that uses a client-side-optimized convolutional-neural-net(CNN) to detect, and generate specific model parameters for detecting specific target physical objects using the front facing camera.
In simpler terms, you point your mobile device camera at an object you want VoltAGE to recognize. With your camera pointed at the object, the stream of images your phone is capturing get sent to a machine learning algorithm. A bunch of computation happens based on the images your camera is feeding to the algorithm, and after about 20 seconds of pointing your camera, that algorithm outputs about 1.2mb of data. We can then pass that 1.2mb of data to another machine learning algorithm, and then again start sending the stream of images from your mobile camera to that algorithm, which uses the 1.2mb data the first algorithm generated to tell you on a confidence scale of 0.00 to 1.00 how much the thing that your camera is pointed might be the thing it was pointed at during the 20 seconds spent creating the 1.2mb of data.
The model parameters are the 1.2mb of data. The convolutional-neural-net(CNN) is the algorithm that combines the images from your front facing camera and that 1.2mb of data and outputs a number between 0.00 and 1.00. That number between 0.00 and 1.00 can be used as a detection score for the physical object using the front-facing camera.
The idea is to use all this to create a class of small handheld physical objects that are generally compelling or interesting to real people, and use the mobile app to generate parameters for a CNN based detection model for positively identifying an instance of that class of objects, so that if a user is in possession of one of those objects, they can use the app to facilitate an interaction with the object. The specific interaction, is a gifting of the object from one person to another.
I give someone the object, and indicate in the app that I have gifted it. They download the app, and point their phone at the object, and the phone recognizes that they now hold the object. In combination with the gifter’s indication of gifting, the giftees positive visual identification that an instance of the item is in the hands of the gift-recipient is sufficient verification of the transfer of the gift. It’s a fun idea.
Scope: What needs to be done?
We now have our CNN objective-C and c++ classes and methods up and running in our fork of react-native-camera.
Next up is to feed it a model pulled from the API server, and begin feeding our prediction values back to the react-native layer of the application.
Our current setCNNModel method with a couple leftover NSLogs, looks like this:
RCT_EXPORT_METHOD(setCNNModel:(NSString *)model) {
NSString* networkPath = [[NSBundle mainBundle] pathForResource:@"jetpac" ofType:@"ntwk"];
if (networkPath == NULL) {
fprintf(stderr, "Couldn't find the neural network parameters file - did you add it as a resource to your application?\n");
assert(false);
}
network = jpcnn_create_network([networkPath UTF8String]);
assert(network != NULL);
NSString* predictorPath = [[NSBundle mainBundle] pathForResource:@"VoltAGE_1_predictor" ofType:@"txt"];
if (predictorPath == NULL) {
fprintf(stderr, "Couldn't find the neural network predictor model file - did you add it as a resource to your application?\n");
assert(false);
}
predictor = jpcnn_load_predictor([predictorPath UTF8String]);
assert(predictor != NULL);
NSLog(@"Working new code");
NSLog(@"%@", model);
}
We want to replace our predictor, which is currently a file stored locally in our bundle, with a predictor pulled from our API. The model value passed to our setCNNModel method is a string passed from a fetch in the react-native layer.
setCNNModel() {
fetch('https://evening-falls-93288.herokuapp.com/v1/detectors/1')
.then((response) => response.json())
.then((responseJson) => {
let detectorParamString = responseJson.data[0].parameters;
this.camera.setCNNModel(detectorParamString);
})
.catch((error) => {
console.error(error);
})
}
We want to take that string and write it to a .txt file so we can then pass it to our CNN. Here’s what that looks like in obj-c:
//Write fetched model to tmp file path - VoltAGE_predictor_from_api.txt
NSString *filePath = [[NSSearchPathForDirectoriesInDomains(NSDocumentDirectory, NSUserDomainMask, YES) firstObject] stringByAppendingPathComponent:@"VoltAGE_predictor_from_api.txt"];
[model writeToFile:filePath atomically:YES encoding:NSUTF8StringEncoding error:&error];
NSString *str = [NSString stringWithContentsOfFile:filePath encoding:NSUTF8StringEncoding error:&error];
NSLog(@"%@", str);
NSLog(@"%@", filePath);
//Use our fetched predictor. Logic for bundled vs fetched predictor can potentially go here
NSString* predictorPath = filePath;
if (predictorPath == NULL) {
fprintf(stderr, "Couldn't find the neural network predictor model file - did you add it as a resource to your application?\n");
assert(false);
}
predictor = jpcnn_load_predictor([predictorPath UTF8String]);
assert(predictor != NULL);
Brief breakdown the code:
We create a string for a filePath.
[NSSearchPathForDirectoriesInDomains(NSDocumentDirectory, NSUserDomainMask, YES) firstObject]`
resolves to
/var/mobile/Containers/Data/Application/8051E3C5-B9AD-418D-B73E-90BABFC81B72/Documents/
to which we append VoltAGE_predictor_from_api.txt.
We then write the string model to filePath which looks like:
[model writeToFile:filePath atomically:YES encoding:NSUTF8StringEncoding error:&error];
And just to be sure, we can read that file back out to a string while handling errors, with:
[NSString stringWithContentsOfFile:filePath encoding:NSUTF8StringEncoding error:&error];
All we really need to set up our CNN, however, is the path to the .txt file, which is the NSString *filePath.
To very minimally separate our model writing from our predictorPath assignment, since we might eventually have multiple models to select from, we do a simple reassignment of the path with NSString* predictorPath = filePath;
Then we load our predictor into our CNN with predictor = jpcnn_load_predictor([predictorPath UTF8String]); and make sure some kind of predictor exists with assert(predictor != NULL);.
The next step is to feed our stream of predictor values back out to our react component layer.
To do that we add a float predictionValue to our react-native camera manager header.
//RCTCameraManager.h
@interface RCTCameraManager : RCTViewManager<AVCaptureMetadataOutputObjectsDelegate, AVCaptureFileOutputRecordingDelegate>
{
void* network;
void* predictor;
float predictionValue;
}
Then we can assign our prediction value from jpcnn_predict to predictionValue, highlighting the important part:
- (void)runCNNOnFrame: (CVPixelBufferRef) pixelBuffer
{
...(image classification setup)...
predictionValue = jpcnn_predict(predictor, predictions, predictionsLength);
NSLog(@"Prediction value is: %f", predictionValue);
}
And now that we have a prediction value, we can assign that to the dictionary
NSDictionary *event = @{
@"data": [NSNumber numberWithDouble:predictionValue]
};
that is passed back to the react-native layer’s CameraCNNDetect event handler.
- (void)captureOutput:(AVCaptureOutput *)captureOutput didOutputSampleBuffer:(CMSampleBufferRef)sampleBuffer fromConnection:(AVCaptureConnection *)connection
{
if( (network != NULL) && (predictor != NULL) ){
CVPixelBufferRef pixelBuffer = CMSampleBufferGetImageBuffer(sampleBuffer);
[self runCNNOnFrame:pixelBuffer];
}
NSLog(@"pixelBuffer captured");
NSDictionary *event = @{
@"data": [NSNumber numberWithDouble:predictionValue]
};
[self.bridge.eventDispatcher sendAppEventWithName:@"CameraCNNDetect" body:event];
}
Up And Running
Here’s what our output looks like. We start logging a prediction value of 0 both in our obj-c layer, and in our javascript layer.
Then our fetch returns, and we log out both our bundled model at /var/containers/Bundle/Application/3231F3E4-A10F-4022-9D50-02E840AFA403/nextVoltAGE.app/VoltAGE_1_predictor.txt as well as our fetched model at /var/mobile/Containers/Data/Application/8051E3C5-B9AD-418D-B73E-90BABFC81B72/Documents/VoltAGE_predictor_from_api.txt.
It looks like a couple of our pixel buffer captures from the front facing camera stack up, before we load the fetched model, and start generating prediction values.
I put the VoltAGE target infront of the camera as well to highlight how the prediction values change.
If you look closely, you’ll also see about a 2hr time difference in the log time stamps, because I left it running while I went outside for a bit, and came back to it and put the VoltAGE target infront of it for the blog post.
Nice to see nothing bad seems to happen after leaving it running for 2 hours.
2017-11-30 20:48:59.494652-0800 nextVoltAGE[1202:1174396] 0
2017-11-30 20:48:59.495 [info][tid:com.facebook.react.JavaScript] 0
2017-11-30 20:48:59.494839-0800 nextVoltAGE[1202:1174396] 0
2017-11-30 20:48:59.495 [info][tid:com.facebook.react.JavaScript] 0
2017-11-30 20:48:59.495551-0800 nextVoltAGE[1202:1174396] 0
2017-11-30 20:48:59.501094-0800 nextVoltAGE[1202:1174379] svm_type c_svc
kernel_type rbf
gamma 0.000244141
nr_class 2
total_sv 97
rho 0.467251
label 1 0
probA -5.34389
probB -0.156837
nr_sv 46 51
SV
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2017-11-30 20:48:59.563939-0800 nextVoltAGE[1202:1174378] pixelBuffer captured
2017-11-30 20:48:59.566491-0800 nextVoltAGE[1202:1174379] /var/containers/Bundle/Application/3231F3E4-A10F-4022-9D50-02E840AFA403/nextVoltAGE.app/VoltAGE_1_predictor.txt
2017-11-30 20:48:59.572033-0800 nextVoltAGE[1202:1174378] pixelBuffer captured
2017-11-30 20:48:59.576 [info][tid:com.facebook.react.JavaScript] 0
2017-11-30 20:48:59.576597-0800 nextVoltAGE[1202:1174396] 0
2017-11-30 20:48:59.585393-0800 nextVoltAGE[1202:1174379] svm_type c_svc
kernel_type rbf
gamma 0.000244141
nr_class 2
total_sv 97
rho 0.467251
label 1 0
probA -5.34389
probB -0.156837
nr_sv 46 51
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2019:0.34909064 2021:0.39532095 2024:1.2828484 2027:0.35181409 2029:0.073736727 2033:0.19382405 2034:1.150225 2036:0.68490911 2038:2.0891166 2042:1.014819 2043:2.7291293 2049:0.047289062 2051:0.70487392 2054:1.3799417 2055:3.1605456 2059:1.5333143 2062:0.65998966 2063:1.1644348 2064:0.12971267 2079:2.5620122 2084:3.8554609 2088:2.0073884 2097:2.4799571 2101:0.83703214 2102:1.0933427 2104:0.15574005 2107:4.6311812 2110:0.23055264 2121:1.7599938 2129:0.5829702 2130:0.16614184 2140:0.89785051 2142:0.98595053 2144:1.0993032 2145:2.2797713 2149:0.099365234 2152:0.85793602 2154:3.1332083 2162:0.0068712234 2167:1.2739193 2169:0.62128949 2170:0.74183518 2180:1.2429137 2183:0.021673739 2184:0.62051654 2187:2.5379119 2188:4.0769191 2198:2.4699087 2204:0.9323197 2205:0.74705589 2210:1.2293499 2215:0.40860549 2220:0.46527514 2221:0.77635747 2223:1.3627001 2224:2.2988055 2226:0.83171952 2227:0.14323795 2229:1.9322864 2231:2.0770655 2235:0.27065632 2242:0.15847652 2246:0.0111835 2247:0.12404555 2255:1.6730604 2257:3.4108984 2266:0.18597609 2267:2.9080629 2271:0.18899849 2276:0.69736111 2277:2.4968824 2281:1.1472189 2283:1.223218 2284:0.49758613 2285:0.32567394 2293:0.25211886 2298:0.43774498 2303:1.9217199 2313:0.73552018 2320:2.8725221 2321:0.78057218 2322:2.3384728 2327:1.510222 2330:0.88769847 2333:0.27126288 2334:0.77928299 2346:1.5746764 2347:0.40530574 2349:0.32470727 2350:2.5906787 2353:3.5490034 2355:2.5680747 2358:0.22738791 2360:3.6917169 2361:3.0052502 2363:0.37528157 2377:0.26273119 2378:0.20071656 2386:0.15820602 2388:0.11364651 2389:0.55952811 2390:0.26339278 2393:0.29856536 2395:2.0620689 2401:1.2879295 2411:0.67813104 2415:0.35855979 2417:0.55554962 2419:0.32107592 2421:0.46570194 2425:1.707368 2426:1.6418163 2431:0.62212074 2433:2.5506451 2434:2.7804041 2435:1.6563447 2438:0.81291717 2439:0.40529037 2441:2.7508562 2442:0.7264303 2446:0.54801017 2455:0.36440036 2456:1.3471668 2459:0.93564105 2463:1.9197078 2466:0.91831535 2467:0.92154408 2468:0.62970775 2483:0.14074647 2485:3.5899029 2487:1.1850394 2490:1.9711778 2491:1.7356741 2495:1.9978051 2505:1.7494116 2506:1.7855601 2508:2.4344578 2509:0.73414183 2514:2.624752 2520:0.73622119 2521:0.19059242 2525:2.5418386 2526:0.082065493 2527:1.9779971 2528:2.0395155 2532:3.253588 2534:2.0985618 2537:0.43042257 2541:2.3405602 2573:0.5324735 2577:1.0223706 2582:2.2636125 2588:0.3117342 2594:1.7186322 2595:1.4188492 2601:0.10166049 2603:0.21299434 2604:2.6069298 2607:0.55643243 2610:0.22523147 2617:1.8193138 2618:0.87419665 2619:0.81612134 2621:1.9063714 2623:0.088903606 2629:0.84772182 2632:1.9106709 2634:0.70372558 2636:2.7015295 2638:1.3290362 2639:1.3865476 2645:0.18558505 2651:0.35469383 2656:0.072641462 2660:2.0216379 2662:0.057931677 2669:1.6031994 2676:0.53440183 2684:0.42089334 2687:3.039866 2688:0.65973735 2689:5.6969538 2691:0.45087087 2692:0.7264061 2697:3.1979227 2698:0.88079965 2710:1.4423125 2711:0.59595305 2712:1.6459674 2714:0.26440603 2715:1.8860552 2720:3.5187631 2723:0.3271656 2727:0.29578233 2733:0.28349584 2739:0.57756233 2740:1.3581793 2747:0.90107048 2750:4.1159458 2751:0.37231174 2754:1.743318 2756:2.7730241 2760:0.95854932 2761:1.4102336 2766:2.2870982 2767:0.15251903 2774:2.2387323 2778:0.317498 2785:0.397416 2786:3.0144382 2788:0.71553731 2792:0.047244333 2799:1.0801504 2800:0.46938929 2811:0.38610107 2817:3.2039244 2818:0.060274884 2820:0.88646436 2826:1.8192415 2834:1.6579231 2835:0.58089507 2840:0.58835548 2844:3.47263 2848:1.8857938 2849:0.21588902 2852:0.53818929 2860:2.9476693 2865:2.8612633 2866:3.5363407 2869:1.5307109 2871:1.6162922 2873:0.92014468 2875:1.2245448 2878:0.24165231 2882:0.57933992 2885:1.1606643 2887:0.79914963 2891:2.4620612 2893:0.23213886 2894:0.2818228 2895:0.64049411 2898:0.88206011 2903:0.28127009 2910:1.0443476 2911:2.9292359 2917:0.88276714 2919:2.4269223 2921:1.951674 2932:1.9606338 2933:1.7494702 2939:0.65940356 2944:2.0037134 2946:0.36868593 2947:2.0750833 2950:2.3020389 2951:1.19177 2953:2.5206089 2959:0.22999737 2962:1.3210927 2970:0.035058431 2972:0.081949353 2977:0.83923304 2978:2.7070746 2979:1.2336237 2985:0.87677073 2986:0.23459162 3012:4.7919779 3013:1.45656 3015:2.2925208 3022:1.8171231 3024:0.81040347 3026:0.21042815 3033:0.6315645 3034:0.97774249 3036:1.3622217 3037:0.76235795 3039:1.2351649 3044:0.49828836 3050:0.36883861 3052:0.18867785 3057:0.92026788 3059:1.156244 3060:2.9968011 3067:2.2805905 3071:0.18316935 3074:1.3194442 3077:0.61414701 3085:2.2314882 3086:0.49115327 3089:2.7527237 3093:1.7459404 3094:0.68356293 3099:0.43253344 3101:0.33139768 3117:2.2254748 3118:3.3963566 3120:0.53773373 3122:1.2609773 3124:0.48038641 3125:0.23528916 3127:0.40053436 3129:2.9678006 3139:0.29809308 3144:1.9611073 3145:0.16774788 3149:1.718413 3152:3.0360854 3155:3.566462 3161:0.92564654 3178:2.2248251 3185:0.21479782 3192:0.42929459 3195:2.7155447 3197:1.2689118 3200:5.2855887 3206:0.44148427 3214:0.31530392 3224:0.37669265 3232:0.37656072 3238:0.078556925 3245:1.1841848 3247:0.057859421 3252:0.92059541 3256:1.6004573 3258:1.3116992 3267:1.7418567 3275:5.0384536 3276:0.99972183 3277:1.0303724 3278:0.26272902 3285:1.06626 3286:1.6545168 3289:3.0006275 3295:0.86596972 3297:0.82945091 3299:0.75930846 3302:0.908678 3306:3.1625166 3309:1.3280568 3310:0.59607875 3312:0.75613129 3313:0.29516086 3315:0.87268931 3317:0.72741073 3319:2.6059144 3321:3.2276835 3327:1.810442 3333:0.43661225 3344:0.76357687 3346:0.60875094 3348:0.34541008 3349:0.95478547 3354:0.5009805 3356:0.75833225 3357:1.3192391 3360:1.157854 3363:1.9990304 3365:1.9919133 3371:1.3843648 3372:0.54992151 3377:3.9817371 3378:0.94193846 3380:0.065719754 3392:1.7662022 3396:0.5140776 3400:1.2422003 3402:3.8292394 3403:1.6145244 3407:0.54699433 3413:3.9843528 3415:0.13857523 3417:3.8212714 3423:1.934922 3428:1.8489583 3447:1.7013431 3453:2.5947056 3455:0.26638982 3456:0.025247835 3457:1.1587077 3465:0.56369305 3471:0.47082868 3473:3.0770085 3475:0.5819546 3478:1.328823 3482:2.4479659 3484:1.1337469 3489:1.3584572 3490:0.86142516 3492:1.5531094 3495:1.205426 3498:0.50443012 3502:2.010601 3503:3.5264182 3504:3.4675403 3505:2.6282172 3507:0.65770757 3508:0.26495767 3509:0.66247952 3512:0.94137061 3515:0.48952848 3520:1.3832668 3529:1.4161836 3537:0.73059046 3539:0.37080973 3540:2.3106716 3541:0.074707925 3544:1.0357096 3545:0.72592908 3547:0.23991314 3548:0.91411567 3554:3.3908281 3556:3.9418569 3560:1.4565688 3576:0.080071226 3578:0.87184942 3580:2.2446556 3582:0.09806478 3586:2.1419096 3594:1.6238531 3595:1.2652584 3597:1.9070766 3601:0.50535566 3607:2.4938784 3608:0.74605215 3612:2.6436193 3615:0.97786808 3616:0.30279213 3626:0.81230003 3630:2.4068763 3631:1.1903403 3634:0.041984916 3638:0.10586879 3640:1.0409234 3642:0.72489148 3644:1.0433758 3648:1.2471529 3649:2.7967837 3650:0.52618402 3651:2.3926485 3654:0.60822135 3658:0.47918633 3661:0.45796046 3666:1.4243932 3669:0.4990665 3671:2.0128367 3672:1.8686407 3679:1.3731157 3682:0.71756566 3691:0.99830264 3692:2.4945326 3693:0.70082414 3699:2.4552932 3703:0.66929549 3704:0.52959013 3707:0.65395725 3710:0.73139143 3719:0.70545101 3723:0.088013589 3724:1.7541158 3727:2.4479167 3736:0.5822491 3737:3.
2017-11-30 20:48:59.590 [info][tid:com.facebook.react.JavaScript] 0
2017-11-30 20:48:59.604566-0800 nextVoltAGE[1202:1174396] 0
2017-11-30 20:48:59.585909-0800 nextVoltAGE[1202:1174378] pixelBuffer captured
2017-11-30 20:48:59.631059-0800 nextVoltAGE[1202:1174378] pixelBuffer captured
2017-11-30 20:48:59.633356-0800 nextVoltAGE[1202:1174379] /var/mobile/Containers/Data/Application/8051E3C5-B9AD-418D-B73E-90BABFC81B72/Documents/VoltAGE_predictor_from_api.txt
2017-11-30 20:48:59.655408-0800 nextVoltAGE[1202:1174378] pixelBuffer captured
2017-11-30 20:48:59.685822-0800 nextVoltAGE[1202:1174378] pixelBuffer captured
2017-11-30 20:48:59.730464-0800 nextVoltAGE[1202:1174380] pixelBuffer captured
2017-11-30 20:48:59.747 [info][tid:com.facebook.react.JavaScript] 0
2017-11-30 20:48:59.747619-0800 nextVoltAGE[1202:1174396] 0
2017-11-30 20:48:59.748 [info][tid:com.facebook.react.JavaScript] 0
2017-11-30 20:48:59.747891-0800 nextVoltAGE[1202:1174396] 0
2017-11-30 20:48:59.750 [info][tid:com.facebook.react.JavaScript] 0
2017-11-30 20:48:59.750209-0800 nextVoltAGE[1202:1174396] 0
2017-11-30 20:48:59.750 [info][tid:com.facebook.react.JavaScript] 0
2017-11-30 20:48:59.750414-0800 nextVoltAGE[1202:1174396] 0
2017-11-30 20:48:59.751409-0800 nextVoltAGE[1202:1174380] pixelBuffer captured
2017-11-30 20:48:59.767 [info][tid:com.facebook.react.JavaScript] 0
2017-11-30 20:48:59.767233-0800 nextVoltAGE[1202:1174396] 0
2017-11-30 20:48:59.768 [info][tid:com.facebook.react.JavaScript] 0
2017-11-30 20:48:59.767578-0800 nextVoltAGE[1202:1174396] 0
2017-11-30 20:48:59.787506-0800 nextVoltAGE[1202:1174380] pixelBuffer captured
2017-11-30 20:48:59.788 [info][tid:com.facebook.react.JavaScript] 0
2017-11-30 20:48:59.788671-0800 nextVoltAGE[1202:1174396] 0
2017-11-30 20:48:59.812764-0800 nextVoltAGE[1202:1174380] pixelBuffer captured
2017-11-30 20:48:59.814 [info][tid:com.facebook.react.JavaScript] 0
2017-11-30 20:48:59.813936-0800 nextVoltAGE[1202:1174396] 0
2017-11-30 20:48:59.846256-0800 nextVoltAGE[1202:1174380] pixelBuffer captured
2017-11-30 20:48:59.877 [info][tid:com.facebook.react.JavaScript] 0
2017-11-30 20:48:59.877292-0800 nextVoltAGE[1202:1174396] 0
2017-11-30 20:48:59.892172-0800 nextVoltAGE[1202:1174380] pixelBuffer captured
2017-11-30 20:48:59.893 [info][tid:com.facebook.react.JavaScript] 0
2017-11-30 20:48:59.893500-0800 nextVoltAGE[1202:1174396] 0
2017-11-30 20:48:59.961752-0800 nextVoltAGE[1202:1174380] pixelBuffer captured
2017-11-30 20:48:59.964 [info][tid:com.facebook.react.JavaScript] 0
2017-11-30 20:48:59.963943-0800 nextVoltAGE[1202:1174396] 0
2017-11-30 20:48:59.994051-0800 nextVoltAGE[1202:1174404] pixelBuffer captured
2017-11-30 20:48:59.995 [info][tid:com.facebook.react.JavaScript] 0
2017-11-30 20:48:59.995802-0800 nextVoltAGE[1202:1174396] 0
2017-11-30 20:49:00.153941-0800 nextVoltAGE[1202:1174404] pixelBuffer captured
2017-11-30 20:49:00.161 [info][tid:com.facebook.react.JavaScript] 0
2017-11-30 20:49:00.161714-0800 nextVoltAGE[1202:1174396] 0
2017-11-30 20:49:00.179992-0800 nextVoltAGE[1202:1174404] pixelBuffer captured
2017-11-30 20:49:00.192 [info][tid:com.facebook.react.JavaScript] 0
2017-11-30 20:49:00.192643-0800 nextVoltAGE[1202:1174396] 0
2017-11-30 20:49:00.195105-0800 nextVoltAGE[1202:1174404] pixelBuffer captured
2017-11-30 20:49:00.201 [info][tid:com.facebook.react.JavaScript] 0
2017-11-30 20:49:00.201237-0800 nextVoltAGE[1202:1174396] 0
2017-11-30 20:49:00.225210-0800 nextVoltAGE[1202:1174404] pixelBuffer captured
2017-11-30 20:49:00.226 [info][tid:com.facebook.react.JavaScript] 0
2017-11-30 20:49:00.226609-0800 nextVoltAGE[1202:1174396] 0
2017-11-30 20:49:00.251971-0800 nextVoltAGE[1202:1174380] pixelBuffer captured
2017-11-30 20:49:00.254 [info][tid:com.facebook.react.JavaScript] 0
2017-11-30 20:49:00.253961-0800 nextVoltAGE[1202:1174396] 0
2017-11-30 20:49:00.284606-0800 nextVoltAGE[1202:1174405] pixelBuffer captured
2017-11-30 20:49:00.285 [info][tid:com.facebook.react.JavaScript] 0
2017-11-30 20:49:00.285270-0800 nextVoltAGE[1202:1174396] 0
2017-11-30 20:49:00.310734-0800 nextVoltAGE[1202:1174405] pixelBuffer captured
2017-11-30 20:49:00.312 [info][tid:com.facebook.react.JavaScript] 0
2017-11-30 20:49:00.312135-0800 nextVoltAGE[1202:1174396] 0
2017-11-30 20:49:01.116735-0800 nextVoltAGE[1202:1174379] Prediction value is: 0.107273
2017-11-30 20:49:01.117248-0800 nextVoltAGE[1202:1174379] pixelBuffer captured
2017-11-30 20:49:01.118 [info][tid:com.facebook.react.JavaScript] 0.10727251321077347
2017-11-30 20:49:01.118771-0800 nextVoltAGE[1202:1174396] 0.10727251321077347
2017-11-30 20:49:01.119498-0800 nextVoltAGE[1202:1174379] Finalizing CVPixelBuffer 0x1c01325c0 while lock count is 1.
2017-11-30 20:49:01.450616-0800 nextVoltAGE[1202:1174379] Prediction value is: 0.106937
2017-11-30 20:49:01.451129-0800 nextVoltAGE[1202:1174379] pixelBuffer captured
2017-11-30 20:49:01.451873-0800 nextVoltAGE[1202:1174379] Finalizing CVPixelBuffer 0x1c4131da0 while lock count is 1.
2017-11-30 20:49:01.452 [info][tid:com.facebook.react.JavaScript] 0.10693731904029846
2017-11-30 20:49:01.452406-0800 nextVoltAGE[1202:1174396] 0.10693731904029846
2017-11-30 20:49:01.737241-0800 nextVoltAGE[1202:1174379] Prediction value is: 0.110435
2017-11-30 20:49:01.737336-0800 nextVoltAGE[1202:1174379] pixelBuffer captured
2017-11-30 20:49:01.738116-0800 nextVoltAGE[1202:1174379] Finalizing CVPixelBuffer 0x1c412fd20 while lock count is 1.
2017-11-30 20:49:01.739 [info][tid:com.facebook.react.JavaScript] 0.11043450236320496
2017-11-30 20:49:01.738919-0800 nextVoltAGE[1202:1174396] 0.11043450236320496
2017-11-30 20:49:01.953754-0800 nextVoltAGE[1202:1174405] [] nw_connection_get_connected_socket 11 Connection has no connected handler
2017-11-30 20:49:01.953815-0800 nextVoltAGE[1202:1174405] TCP Conn 0x1c4167080 Failed : error 0:61 [61]
2017-11-30 20:49:02.060794-0800 nextVoltAGE[1202:1174379] Prediction value is: 0.096012
2017-11-30 20:49:02.060917-0800 nextVoltAGE[1202:1174379] pixelBuffer captured
2017-11-30 20:49:02.061490-0800 nextVoltAGE[1202:1174379] Finalizing CVPixelBuffer 0x1c0130cc0 while lock count is 1.
2017-11-30 20:49:02.062 [info][tid:com.facebook.react.JavaScript] 0.09601199626922607
2017-11-30 20:49:02.062153-0800 nextVoltAGE[1202:1174396] 0.09601199626922607
2017-11-30 20:49:02.370324-0800 nextVoltAGE[1202:1174379] Prediction value is: 0.091744
2017-11-30 20:49:02.370439-0800 nextVoltAGE[1202:1174379] pixelBuffer captured
2017-11-30 20:49:02.371038-0800 nextVoltAGE[1202:1174379] Finalizing CVPixelBuffer 0x1c412fdc0 while lock count is 1.
2017-11-30 20:49:02.371 [info][tid:com.facebook.react.JavaScript] 0.0917440801858902
2017-11-30 20:49:02.371352-0800 nextVoltAGE[1202:1174396] 0.0917440801858902
2017-11-30 20:49:02.690626-0800 nextVoltAGE[1202:1174379] Prediction value is: 0.120105
2017-11-30 20:49:02.690744-0800 nextVoltAGE[1202:1174379] pixelBuffer captured
2017-11-30 20:49:02.691304-0800 nextVoltAGE[1202:1174379] Finalizing CVPixelBuffer 0x1c0130b80 while lock count is 1.
2017-11-30 20:49:02.692 [info][tid:com.facebook.react.JavaScript] 0.12010472267866135
2017-11-30 20:49:02.691936-0800 nextVoltAGE[1202:1174396] 0.12010472267866135
2017-11-30 20:49:03.107184-0800 nextVoltAGE[1202:1174379] Prediction value is: 0.123711
2017-11-30 20:49:03.107286-0800 nextVoltAGE[1202:1174379] pixelBuffer captured
2017-11-30 20:49:03.107970-0800 nextVoltAGE[1202:1174379] Finalizing CVPixelBuffer 0x1c412fd20 while lock count is 1.
2017-11-30 20:49:03.108 [info][tid:com.facebook.react.JavaScript] 0.12371096760034561
2017-11-30 20:49:03.108638-0800 nextVoltAGE[1202:1174396] 0.12371096760034561
...
2017-11-30 22:06:59.065604-0800 nextVoltAGE[1202:1174379] Finalizing CVPixelBuffer 0x1c53391e0 while lock count is 1.
2017-11-30 22:06:59.417392-0800 nextVoltAGE[1202:1174379] Prediction value is: 0.004573
2017-11-30 22:06:59.417504-0800 nextVoltAGE[1202:1174379] pixelBuffer captured
2017-11-30 22:06:59.418065-0800 nextVoltAGE[1202:1174379] Finalizing CVPixelBuffer 0x1c113a2c0 while lock count is 1.
2017-11-30 22:06:59.418 [info][tid:com.facebook.react.JavaScript] 0.004572927951812744
2017-11-30 22:06:59.418371-0800 nextVoltAGE[1202:1174396] 0.004572927951812744
2017-11-30 22:06:59.816352-0800 nextVoltAGE[1202:1174379] Prediction value is: 0.002566
2017-11-30 22:06:59.816498-0800 nextVoltAGE[1202:1174379] pixelBuffer captured
2017-11-30 22:06:59.817253-0800 nextVoltAGE[1202:1174379] Finalizing CVPixelBuffer 0x1c5339320 while lock count is 1.
2017-11-30 22:06:59.817 [info][tid:com.facebook.react.JavaScript] 0.002566430252045393
2017-11-30 22:06:59.817463-0800 nextVoltAGE[1202:1174396] 0.002566430252045393
2017-11-30 22:07:00.134140-0800 nextVoltAGE[1202:1174379] Prediction value is: 0.534779
2017-11-30 22:07:00.134257-0800 nextVoltAGE[1202:1174379] pixelBuffer captured
2017-11-30 22:07:00.134793-0800 nextVoltAGE[1202:1174379] Finalizing CVPixelBuffer 0x1c113a2c0 while lock count is 1.
2017-11-30 22:07:00.135 [info][tid:com.facebook.react.JavaScript] 0.5347789525985718
2017-11-30 22:07:00.135266-0800 nextVoltAGE[1202:1174396] 0.5347789525985718
2017-11-30 22:07:00.457257-0800 nextVoltAGE[1202:1174379] Prediction value is: 0.337693
2017-11-30 22:07:00.457381-0800 nextVoltAGE[1202:1174379] pixelBuffer captured
2017-11-30 22:07:00.457947-0800 nextVoltAGE[1202:1174379] Finalizing CVPixelBuffer 0x1c53396e0 while lock count is 1.
2017-11-30 22:07:00.458 [info][tid:com.facebook.react.JavaScript] 0.33769336342811584
2017-11-30 22:07:00.458517-0800 nextVoltAGE[1202:1174396] 0.33769336342811584
2017-11-30 22:07:00.833772-0800 nextVoltAGE[1202:1174379] Prediction value is: 0.585147
2017-11-30 22:07:00.833893-0800 nextVoltAGE[1202:1174379] pixelBuffer captured
2017-11-30 22:07:00.834 [info][tid:com.facebook.react.JavaScript] 0.5851472020149231
2017-11-30 22:07:00.834637-0800 nextVoltAGE[1202:1174396] 0.5851472020149231
2017-11-30 22:07:00.834777-0800 nextVoltAGE[1202:1174379] Finalizing CVPixelBuffer 0x1c113a2c0 while lock count is 1.
2017-11-30 22:07:00.992413-0800 nextVoltAGE[1202:1194754] [] nw_connection_get_connected_socket 1505 Connection has no connected handler
2017-11-30 22:07:00.992490-0800 nextVoltAGE[1202:1194754] TCP Conn 0x1c0367980 Failed : error 0:61 [61]
2017-11-30 22:07:01.318348-0800 nextVoltAGE[1202:1174379] Prediction value is: 0.975081
2017-11-30 22:07:01.318863-0800 nextVoltAGE[1202:1174379] pixelBuffer captured
2017-11-30 22:07:01.320 [info][tid:com.facebook.react.JavaScript] 0.9750811457633972
2017-11-30 22:07:01.319929-0800 nextVoltAGE[1202:1174396] 0.9750811457633972
2017-11-30 22:07:01.320354-0800 nextVoltAGE[1202:1174379] Finalizing CVPixelBuffer 0x1c5339460 while lock count is 1.
2017-11-30 22:07:01.690588-0800 nextVoltAGE[1202:1174379] Prediction value is: 0.834783
2017-11-30 22:07:01.690709-0800 nextVoltAGE[1202:1174379] pixelBuffer captured
2017-11-30 22:07:01.691268-0800 nextVoltAGE[1202:1174379] Finalizing CVPixelBuffer 0x1c113a220 while lock count is 1.
2017-11-30 22:07:01.692 [info][tid:com.facebook.react.JavaScript] 0.8347827196121216
2017-11-30 22:07:01.691793-0800 nextVoltAGE[1202:1174396] 0.8347827196121216
2017-11-30 22:07:02.037092-0800 nextVoltAGE[1202:1174379] Prediction value is: 0.955152
2017-11-30 22:07:02.037665-0800 nextVoltAGE[1202:1174379] pixelBuffer captured
2017-11-30 22:07:02.039 [info][tid:com.facebook.react.JavaScript] 0.9551523327827454
2017-11-30 22:07:02.038884-0800 nextVoltAGE[1202:1174396] 0.9551523327827454
2017-11-30 22:07:02.039054-0800 nextVoltAGE[1202:1174379] Finalizing CVPixelBuffer 0x1c113a220 while lock count is 1.
2017-11-30 22:07:02.371535-0800 nextVoltAGE[1202:1174379] Prediction value is: 0.945004
2017-11-30 22:07:02.371661-0800 nextVoltAGE[1202:1174379] pixelBuffer captured
2017-11-30 22:07:02.372238-0800 nextVoltAGE[1202:1174379] Finalizing CVPixelBuffer 0x1c113a220 while lock count is 1.
2017-11-30 22:07:02.373 [info][tid:com.facebook.react.JavaScript] 0.9450035095214844
2017-11-30 22:07:02.372768-0800 nextVoltAGE[1202:1174396] 0.9450035095214844
2017-11-30 22:07:02.711941-0800 nextVoltAGE[1202:1174379] Prediction value is: 0.689677
2017-11-30 22:07:02.715793-0800 nextVoltAGE[1202:1174379] pixelBuffer captured
2017-11-30 22:07:02.716364-0800 nextVoltAGE[1202:1174379] Finalizing CVPixelBuffer 0x1c113a220 while lock count is 1.
2017-11-30 22:07:02.716 [info][tid:com.facebook.react.JavaScript] 0.6896771788597107
2017-11-30 22:07:02.716657-0800 nextVoltAGE[1202:1174396] 0.6896771788597107
2017-11-30 22:07:03.051692-0800 nextVoltAGE[1202:1174379] Prediction value is: 0.939913
2017-11-30 22:07:03.051807-0800 nextVoltAGE[1202:1174379] pixelBuffer captured
2017-11-30 22:07:03.052342-0800 nextVoltAGE[1202:1174379] Finalizing CVPixelBuffer 0x1c5339820 while lock count is 1.
2017-11-30 22:07:03.053 [info][tid:com.facebook.react.JavaScript] 0.9399125576019287
2017-11-30 22:07:03.052737-0800 nextVoltAGE[1202:1174396] 0.9399125576019287
2017-11-30 22:07:03.417763-0800 nextVoltAGE[1202:1174379] Prediction value is: 0.863309
2017-11-30 22:07:03.417945-0800 nextVoltAGE[1202:1174379] pixelBuffer captured
2017-11-30 22:07:03.418467-0800 nextVoltAGE[1202:1174379] Finalizing CVPixelBuffer 0x1c113a4a0 while lock count is 1.
2017-11-30 22:07:03.419 [info][tid:com.facebook.react.JavaScript] 0.8633089661598206
2017-11-30 22:07:03.419131-0800 nextVoltAGE[1202:1174396] 0.8633089661598206
2017-11-30 22:07:03.759992-0800 nextVoltAGE[1202:1174379] Prediction value is: 0.930210
2017-11-30 22:07:03.760125-0800 nextVoltAGE[1202:1174379] pixelBuffer captured
2017-11-30 22:07:03.760647-0800 nextVoltAGE[1202:1174379] Finalizing CVPixelBuffer 0x1c53398c0 while lock count is 1.
2017-11-30 22:07:03.761 [info][tid:com.facebook.react.JavaScript] 0.9302098751068115
2017-11-30 22:07:03.761247-0800 nextVoltAGE[1202:1174396] 0.9302098751068115
2017-11-30 22:07:04.091883-0800 nextVoltAGE[1202:1174379] Prediction value is: 0.897913
2017-11-30 22:07:04.092033-0800 nextVoltAGE[1202:1174379] pixelBuffer captured
2017-11-30 22:07:04.092728-0800 nextVoltAGE[1202:1174379] Finalizing CVPixelBuffer 0x1c5339960 while lock count is 1.
2017-11-30 22:07:04.093 [info][tid:com.facebook.react.JavaScript] 0.8979131579399109
2017-11-30 22:07:04.093324-0800 nextVoltAGE[1202:1174396] 0.8979131579399109
2017-11-30 22:07:04.133989-0800 nextVoltAGE[1202:1194457] [] nw_connection_get_connected_socket 1506 Connection has no connected handler
2017-11-30 22:07:04.134058-0800 nextVoltAGE[1202:1194457] TCP Conn 0x1c0367980 Failed : error 0:61 [61]
2017-11-30 22:07:04.427123-0800 nextVoltAGE[1202:1174379] Prediction value is: 0.938382
2017-11-30 22:07:04.427236-0800 nextVoltAGE[1202:1174379] pixelBuffer captured
2017-11-30 22:07:04.428 [info][tid:com.facebook.react.JavaScript] 0.938382089138031
2017-11-30 22:07:04.428087-0800 nextVoltAGE[1202:1174396] 0.938382089138031
2017-11-30 22:07:04.428248-0800 nextVoltAGE[1202:1174379] Finalizing CVPixelBuffer 0x1c113a5e0 while lock count is 1.
2017-11-30 22:07:04.756636-0800 nextVoltAGE[1202:1174379] Prediction value is: 0.435948
2017-11-30 22:07:04.756755-0800 nextVoltAGE[1202:1174379] pixelBuffer captured
2017-11-30 22:07:04.757291-0800 nextVoltAGE[1202:1174379] Finalizing CVPixelBuffer 0x1c5339a00 while lock count is 1.
2017-11-30 22:07:04.758 [info][tid:com.facebook.react.JavaScript] 0.43594783544540405
2017-11-30 22:07:04.757759-0800 nextVoltAGE[1202:1174396] 0.43594783544540405
2017-11-30 22:07:05.092648-0800 nextVoltAGE[1202:1174379] Prediction value is: 0.819379
2017-11-30 22:07:05.095430-0800 nextVoltAGE[1202:1174379] pixelBuffer captured
2017-11-30 22:07:05.097 [info][tid:com.facebook.react.JavaScript] 0.8193792104721069
2017-11-30 22:07:05.096800-0800 nextVoltAGE[1202:1174396] 0.8193792104721069
2017-11-30 22:07:05.098913-0800 nextVoltAGE[1202:1174379] Finalizing CVPixelBuffer 0x1c5339a00 while lock count is 1.
2017-11-30 22:07:05.408835-0800 nextVoltAGE[1202:1174379] Prediction value is: 0.861392
2017-11-30 22:07:05.408960-0800 nextVoltAGE[1202:1174379] pixelBuffer captured
2017-11-30 22:07:05.409734-0800 nextVoltAGE[1202:1174379] Finalizing CVPixelBuffer 0x1c5339a00 while lock count is 1.
2017-11-30 22:07:05.410 [info][tid:com.facebook.react.JavaScript] 0.8613918423652649
2017-11-30 22:07:05.410326-0800 nextVoltAGE[1202:1174396] 0.8613918423652649
2017-11-30 22:07:05.736470-0800 nextVoltAGE[1202:1174379] Prediction value is: 0.590963
2017-11-30 22:07:05.736588-0800 nextVoltAGE[1202:1174379] pixelBuffer captured
2017-11-30 22:07:05.737170-0800 nextVoltAGE[1202:1174379] Finalizing CVPixelBuffer 0x1c5339a00 while lock count is 1.
2017-11-30 22:07:05.737 [info][tid:com.facebook.react.JavaScript] 0.5909628868103027
2017-11-30 22:07:05.737530-0800 nextVoltAGE[1202:1174396] 0.5909628868103027
2017-11-30 22:07:06.057906-0800 nextVoltAGE[1202:1174379] Prediction value is: 0.885722
2017-11-30 22:07:06.058436-0800 nextVoltAGE[1202:1174379] pixelBuffer captured
2017-11-30 22:07:06.059 [info][tid:com.facebook.react.JavaScript] 0.8857224583625793
2017-11-30 22:07:06.059588-0800 nextVoltAGE[1202:1174396] 0.8857224583625793
2017-11-30 22:07:06.059743-0800 nextVoltAGE[1202:1174379] Finalizing CVPixelBuffer 0x1c113a5e0 while lock count is 1.
2017-11-30 22:07:06.384613-0800 nextVoltAGE[1202:1174379] Prediction value is: 0.684537
2017-11-30 22:07:06.384938-0800 nextVoltAGE[1202:1174379] pixelBuffer captured
2017-11-30 22:07:06.385480-0800 nextVoltAGE[1202:1174379] Finalizing CVPixelBuffer 0x1c5339d20 while lock count is 1.
2017-11-30 22:07:06.386 [info][tid:com.facebook.react.JavaScript] 0.6845368146896362
2017-11-30 22:07:06.386081-0800 nextVoltAGE[1202:1174396] 0.6845368146896362
2017-11-30 22:07:06.703732-0800 nextVoltAGE[1202:1174379] Prediction value is: 0.881845
2017-11-30 22:07:06.703850-0800 nextVoltAGE[1202:1174379] pixelBuffer captured
2017-11-30 22:07:06.704385-0800 nextVoltAGE[1202:1174379] Finalizing CVPixelBuffer 0x1c5339d20 while lock count is 1.
2017-11-30 22:07:06.705 [info][tid:com.facebook.react.JavaScript] 0.8818445801734924
2017-11-30 22:07:06.704910-0800 nextVoltAGE[1202:1174396] 0.8818445801734924
2017-11-30 22:07:07.027284-0800 nextVoltAGE[1202:1174379] Prediction value is: 0.790354
2017-11-30 22:07:07.027853-0800 nextVoltAGE[1202:1174379] pixelBuffer captured
2017-11-30 22:07:07.029 [info][tid:com.facebook.react.JavaScript] 0.7903540134429932
2017-11-30 22:07:07.029003-0800 nextVoltAGE[1202:1174396] 0.7903540134429932
2017-11-30 22:07:07.029169-0800 nextVoltAGE[1202:1174379] Finalizing CVPixelBuffer 0x1c113a400 while lock count is 1.
2017-11-30 22:07:07.266774-0800 nextVoltAGE[1202:1194457] [] nw_connection_get_connected_socket 1507 Connection has no connected handler
2017-11-30 22:07:07.266843-0800 nextVoltAGE[1202:1194457] TCP Conn 0x1c4371640 Failed : error 0:61 [61]
2017-11-30 22:07:07.359264-0800 nextVoltAGE[1202:1174379] Prediction value is: 0.826798
2017-11-30 22:07:07.359398-0800 nextVoltAGE[1202:1174379] pixelBuffer captured
2017-11-30 22:07:07.360334-0800 nextVoltAGE[1202:1174379] Finalizing CVPixelBuffer 0x1c113a400 while lock count is 1.
2017-11-30 22:07:07.360 [info][tid:com.facebook.react.JavaScript] 0.826797604560852
2017-11-30 22:07:07.360668-0800 nextVoltAGE[1202:1174396] 0.826797604560852
2017-11-30 22:07:07.683716-0800 nextVoltAGE[1202:1174379] Prediction value is: 0.695084
2017-11-30 22:07:07.684498-0800 nextVoltAGE[1202:1174379] pixelBuffer captured
2017-11-30 22:07:07.685458-0800 nextVoltAGE[1202:1174379] Finalizing CVPixelBuffer 0x1c5339e60 while lock count is 1.
2017-11-30 22:07:07.686 [info][tid:com.facebook.react.JavaScript] 0.695084273815155
2017-11-30 22:07:07.686084-0800 nextVoltAGE[1202:1174396] 0.695084273815155
2017-11-30 22:07:07.995810-0800 nextVoltAGE[1202:1174379] Prediction value is: 0.771458
2017-11-30 22:07:07.995936-0800 nextVoltAGE[1202:1174379] pixelBuffer captured
2017-11-30 22:07:07.997 [info][tid:com.facebook.react.JavaScript] 0.771457850933075
2017-11-30 22:07:07.997279-0800 nextVoltAGE[1202:1174396] 0.771457850933075
2017-11-30 22:07:07.998657-0800 nextVoltAGE[1202:1174379] Finalizing CVPixelBuffer 0x1c5339f00 while lock count is 1.
2017-11-30 22:07:08.325956-0800 nextVoltAGE[1202:1174379] Prediction value is: 0.758602
2017-11-30 22:07:08.326078-0800 nextVoltAGE[1202:1174379] pixelBuffer captured
2017-11-30 22:07:08.326666-0800 nextVoltAGE[1202:1174379] Finalizing CVPixelBuffer 0x1c113a400 while lock count is 1.
2017-11-30 22:07:08.327 [info][tid:com.facebook.react.JavaScript] 0.758601725101471
2017-11-30 22:07:08.327141-0800 nextVoltAGE[1202:1174396] 0.758601725101471
2017-11-30 22:07:08.672598-0800 nextVoltAGE[1202:1174379] Prediction value is: 0.742193
2017-11-30 22:07:08.672722-0800 nextVoltAGE[1202:1174379] pixelBuffer captured
2017-11-30 22:07:08.673313-0800 nextVoltAGE[1202:1174379] Finalizing CVPixelBuffer 0x1c113a400 while lock count is 1.
2017-11-30 22:07:08.674 [info][tid:com.facebook.react.JavaScript] 0.7421928644180298
2017-11-30 22:07:08.673882-0800 nextVoltAGE[1202:1174396] 0.7421928644180298
2017-11-30 22:07:08.998523-0800 nextVoltAGE[1202:1174379] Prediction value is: 0.539558
2017-11-30 22:07:08.999212-0800 nextVoltAGE[1202:1174379] pixelBuffer captured
2017-11-30 22:07:09.000014-0800 nextVoltAGE[1202:1174379] Finalizing CVPixelBuffer 0x1c113a400 while lock count is 1.
2017-11-30 22:07:09.000 [info][tid:com.facebook.react.JavaScript] 0.539557933807373
2017-11-30 22:07:09.000204-0800 nextVoltAGE[1202:1174396] 0.539557933807373
2017-11-30 22:07:09.344974-0800 nextVoltAGE[1202:1174379] Prediction value is: 0.759317
2017-11-30 22:07:09.345093-0800 nextVoltAGE[1202:1174379] pixelBuffer captured
2017-11-30 22:07:09.346 [info][tid:com.facebook.react.JavaScript] 0.7593169212341309
2017-11-30 22:07:09.346285-0800 nextVoltAGE[1202:1174396] 0.7593169212341309
2017-11-30 22:07:09.346444-0800 nextVoltAGE[1202:1174379] Finalizing CVPixelBuffer 0x1c533a180 while lock count is 1.
2017-11-30 22:07:09.684340-0800 nextVoltAGE[1202:1174379] Prediction value is: 0.840266
2017-11-30 22:07:09.685392-0800 nextVoltAGE[1202:1174379] pixelBuffer captured
2017-11-30 22:07:09.686165-0800 nextVoltAGE[1202:1174379] Finalizing CVPixelBuffer 0x1c533a180 while lock count is 1.
2017-11-30 22:07:09.687 [info][tid:com.facebook.react.JavaScript] 0.840266227722168
2017-11-30 22:07:09.686774-0800 nextVoltAGE[1202:1174396] 0.840266227722168
2017-11-30 22:07:10.002819-0800 nextVoltAGE[1202:1174379] Prediction value is: 0.782207
2017-11-30 22:07:10.002935-0800 nextVoltAGE[1202:1174379] pixelBuffer captured
2017-11-30 22:07:10.003505-0800 nextVoltAGE[1202:1174379] Finalizing CVPixelBuffer 0x1c113a680 while lock count is 1.
2017-11-30 22:07:10.004 [info][tid:com.facebook.react.JavaScript] 0.7822065949440002
2017-11-30 22:07:10.004178-0800 nextVoltAGE[1202:1174396] 0.7822065949440002
2017-11-30 22:07:10.352093-0800 nextVoltAGE[1202:1174379] Prediction value is: 0.846500
2017-11-30 22:07:10.353058-0800 nextVoltAGE[1202:1174379] pixelBuffer captured
2017-11-30 22:07:10.353676-0800 nextVoltAGE[1202:1174379] Finalizing CVPixelBuffer 0x1c113a680 while lock count is 1.
2017-11-30 22:07:10.354 [info][tid:com.facebook.react.JavaScript] 0.8465000987052917
2017-11-30 22:07:10.354362-0800 nextVoltAGE[1202:1174396] 0.8465000987052917
2017-11-30 22:07:10.400376-0800 nextVoltAGE[1202:1194754] [] nw_connection_get_connected_socket 1508 Connection has no connected handler
2017-11-30 22:07:10.400599-0800 nextVoltAGE[1202:1194754] TCP Conn 0x1c4372000 Failed : error 0:61 [61]
2017-11-30 22:07:10.687417-0800 nextVoltAGE[1202:1174379] Prediction value is: 0.811918
2017-11-30 22:07:10.687521-0800 nextVoltAGE[1202:1174379] pixelBuffer captured
2017-11-30 22:07:10.688070-0800 nextVoltAGE[1202:1174379] Finalizing CVPixelBuffer 0x1c533a400 while lock count is 1.
2017-11-30 22:07:10.688 [info][tid:com.facebook.react.JavaScript] 0.8119181990623474
2017-11-30 22:07:10.688403-0800 nextVoltAGE[1202:1174396] 0.8119181990623474
2017-11-30 22:07:10.999256-0800 nextVoltAGE[1202:1174379] Prediction value is: 0.400537
2017-11-30 22:07:10.999386-0800 nextVoltAGE[1202:1174379] pixelBuffer captured
2017-11-30 22:07:11.000 [info][tid:com.facebook.react.JavaScript] 0.4005371630191803
2017-11-30 22:07:11.000255-0800 nextVoltAGE[1202:1174379] Finalizing CVPixelBuffer 0x1c113a400 while lock count is 1.
2017-11-30 22:07:11.000285-0800 nextVoltAGE[1202:1174396] 0.4005371630191803
2017-11-30 22:07:11.324681-0800 nextVoltAGE[1202:1174379] Prediction value is: 0.500000
2017-11-30 22:07:11.325059-0800 nextVoltAGE[1202:1174379] pixelBuffer captured
2017-11-30 22:07:11.325612-0800 nextVoltAGE[1202:1174379] Finalizing CVPixelBuffer 0x1c113a400 while lock count is 1.
2017-11-30 22:07:11.326 [info][tid:com.facebook.react.JavaScript] 0.5
2017-11-30 22:07:11.326277-0800 nextVoltAGE[1202:1174396] 0.5
2017-11-30 22:07:11.692694-0800 nextVoltAGE[1202:1174379] Prediction value is: 0.006621
2017-11-30 22:07:11.692817-0800 nextVoltAGE[1202:1174379] pixelBuffer captured
2017-11-30 22:07:11.693401-0800 nextVoltAGE[1202:1174379] Finalizing CVPixelBuffer 0x1c113a400 while lock count is 1.
2017-11-30 22:07:11.694 [info][tid:com.facebook.react.JavaScript] 0.0066214026883244514
2017-11-30 22:07:11.693997-0800 nextVoltAGE[1202:1174396] 0.0066214026883244514
2017-11-30 22:07:12.000201-0800 nextVoltAGE[1202:1174379] Prediction value is: 0.026282
2017-11-30 22:07:12.000322-0800 nextVoltAGE[1202:1174379] pixelBuffer captured
2017-11-30 22:07:12.000972-0800 nextVoltAGE[1202:1174379] Finalizing CVPixelBuffer 0x1c533a4a0 while lock count is 1.
2017-11-30 22:07:12.001 [info][tid:com.facebook.react.JavaScript] 0.026281854137778282
2017-11-30 22:07:12.001395-0800 nextVoltAGE[1202:1174396] 0.026281854137778282
2017-11-30 22:07:12.374411-0800 nextVoltAGE[1202:1174379] Prediction value is: 0.016855
2017-11-30 22:07:12.374735-0800 nextVoltAGE[1202:1174379] pixelBuffer captured
2017-11-30 22:07:12.375290-0800 nextVoltAGE[1202:1174379] Finalizing CVPixelBuffer 0x1c113a720 while lock count is 1.
2017-11-30 22:07:12.376 [info][tid:com.facebook.react.JavaScript] 0.01685461215674877
2017-11-30 22:07:12.376128-0800 nextVoltAGE[1202:1174396] 0.01685461215674877
2017-11-30 22:07:12.710730-0800 nextVoltAGE[1202:1174379] Prediction value is: 0.044362
2017-11-30 22:07:12.710856-0800 nextVoltAGE[1202:1174379] pixelBuffer captured
2017-11-30 22:07:12.711410-0800 nextVoltAGE[1202:1174379] Finalizing CVPixelBuffer 0x1c113a720 while lock count is 1.
2017-11-30 22:07:12.712 [info][tid:com.facebook.react.JavaScript] 0.044362276792526245
2017-11-30 22:07:12.711978-0800 nextVoltAGE[1202:1174396] 0.044362276792526245
2017-11-30 22:07:13.074307-0800 nextVoltAGE[1202:1174379] Prediction value is: 0.067141
2017-11-30 22:07:13.074434-0800 nextVoltAGE[1202:1174379] pixelBuffer captured
2017-11-30 22:07:13.075060-0800 nextVoltAGE[1202:1174379] Finalizing CVPixelBuffer 0x1c533a220 while lock count is 1.
2017-11-30 22:07:13.075 [info][tid:com.facebook.react.JavaScript] 0.06714083254337311
2017-11-30 22:07:13.075717-0800 nextVoltAGE[1202:1174396] 0.06714083254337311
2017-11-30 22:07:13.520397-0800 nextVoltAGE[1202:1174379] Prediction value is: 0.078402
2017-11-30 22:07:13.521081-0800 nextVoltAGE[1202:1174379] pixelBuffer captured
2017-11-30 22:07:13.523 [info][tid:com.facebook.react.JavaScript] 0.07840245217084885
2017-11-30 22:07:13.522851-0800 nextVoltAGE[1202:1174396] 0.07840245217084885