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hed-coreml's Introduction

HED-CoreML

Holistically-Nested Edge Detection (HED) using CoreML and Swift

This is the repo for tutorial, that contains an example application that runs HED (based on this repo) on UIImage and displays results of different output models.

It also contains examples on how to handle missing layers and use model's side outputs.

Results screenshot

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hed-coreml's Issues

presumably - this doesn't work on iphone6??

2017-09-05 20:20:54.096545-0400 HED-CoreML[1018:343748] [Accessibility] Got a keyboard will show notification, but keyboard was not on screen.
2017-09-05 20:20:54.141585-0400 HED-CoreML[1018:343748] refreshPreferences: HangTracerEnabled: 1
2017-09-05 20:20:54.142015-0400 HED-CoreML[1018:343748] refreshPreferences: HangTracerDuration: 500
2017-09-05 20:20:54.142074-0400 HED-CoreML[1018:343748] refreshPreferences: ActivationLoggingEnabled: 0 ActivationLoggingTaskedOffByDA:0
2017-09-05 20:20:54.651972-0400 HED-CoreML[1018:343748] [Accessibility] Got a keyboard will hide notification, but keyboard was not even present.
2017-09-05 20:21:11.373427-0400 HED-CoreML[1018:343868] Execution of the command buffer was aborted due to an error during execution. Caused GPU Timeout Error (IOAF code 2)
2017-09-05 20:21:11.484659-0400 HED-CoreML[1018:343748] [coreml] Error computing NN outputs -1
fatal error: 'try!' expression unexpectedly raised an error: Error Domain=com.apple.CoreML Code=0 "Error computing NN outputs." UserInfo={NSLocalizedDescription=Error computing NN outputs.}: file /Library/Caches/com.apple.xbs/Sources/swiftlang/swiftlang-900.0.52/src/swift/stdlib/public/core/ErrorType.swift, line 181
2017-09-05 20:21:11.541373-0400 HED-CoreML[1018:343748] fatal error: 'try!' expression unexpectedly raised an error: Error Domain=com.apple.CoreML Code=0 "Error computing NN outputs." UserInfo={NSLocalizedDescription=Error computing NN outputs.}: file /Library/Caches/com.apple.xbs/Sources/swiftlang/swiftlang-900.0.52/src/swift/stdlib/public/core/ErrorType.swift, line 181
(lldb)

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