I'm playing with the new Vision API for iOS18, specifically with the new CalculateImageAestheticsScoresRequest API.
When I try to perform the image observation request I get this error:
internalError("Error Domain=NSOSStatusErrorDomain Code=-1 \"Failed to create espresso context.\" UserInfo={NSLocalizedDescription=Failed to create espresso context.}")
The code is pretty straightforward:
if let image = image {
let request = CalculateImageAestheticsScoresRequest()
Task {
do {
let cgImg = image.cgImage!
let observations = try await request.perform(on: cgImg)
let description = observations.description
let score = observations.overallScore
print(description)
print(score)
} catch {
print(error)
}
}
}
I'm running it on a M2 using the simulator.
Is it a bug? What's wrong?
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Also submitted as feedback (ID: FB20612561).
Tensorflow-metal fails on tensorflow versions above 2.18.1, but works fine on tensorflow 2.18.1
In a new python 3.12 virtual environment:
pip install tensorflow
pip install tensor flow-metal
python -c "import tensorflow as tf"
Prints error:
Traceback (most recent call last):
File "", line 1, in
File "/Users//pt/venv/lib/python3.12/site-packages/tensorflow/init.py", line 438, in
_ll.load_library(_plugin_dir)
File "/Users//pt/venv/lib/python3.12/site-packages/tensorflow/python/framework/load_library.py", line 151, in load_library
py_tf.TF_LoadLibrary(lib)
tensorflow.python.framework.errors_impl.NotFoundError: dlopen(/Users//pt/venv/lib/python3.12/site-packages/tensorflow-plugins/libmetal_plugin.dylib, 0x0006): Library not loaded: @rpath/_pywrap_tensorflow_internal.so
Referenced from: <8B62586B-B082-3113-93AB-FD766A9960AE> /Users//pt/venv/lib/python3.12/site-packages/tensorflow-plugins/libmetal_plugin.dylib
Reason: tried: '/Users//pt/venv/lib/python3.12/site-packages/tensorflow-plugins/../_solib_darwin_arm64/_U@local_Uconfig_Utf_S_S_C_Upywrap_Utensorflow_Uinternal___Uexternal_Slocal_Uconfig_Utf/_pywrap_tensorflow_internal.so' (no such file), '/Users//pt/venv/lib/python3.12/site-packages/tensorflow-plugins/../_solib_darwin_arm64/_U@local_Uconfig_Utf_S_S_C_Upywrap_Utensorflow_Uinternal___Uexternal_Slocal_Uconfig_Utf/_pywrap_tensorflow_internal.so' (no such file), '/opt/homebrew/lib/_pywrap_tensorflow_internal.so' (no such file), '/System/Volumes/Preboot/Cryptexes/OS/opt/homebrew/lib/_pywrap_tensorflow_internal.so' (no such file)
Topic:
Machine Learning & AI
SubTopic:
General
Tags:
Developer Tools
Metal
Machine Learning
tensorflow-metal
Hi, The most recent version of tensorflow-metal is only available for macosx 12.0 and python up to version 3.11. Is there any chance it could be updated with wheels for macos 15 and Python 3.12 (which is the default version supported for tensrofllow 2.17+)? I'd note that even downgrading to Python 3.11 would not be sufficient, as the wheels only work for macos 12.
Thanks.
Did something change on face detection / Vision Framework on iOS 15?
Using VNDetectFaceLandmarksRequest and reading the VNFaceLandmarkRegion2D to detect eyes is not working on iOS 15 as it did before. I am running the exact same code on an iOS 14 and iOS 15 device and the coordinates are different as seen on the screenshot?
Any Ideas?