machine learning - Keras pretrained Xception model always gives the prediction 'sewing_machine' -

-

i'm using keras pretrained model 'xception' image recognition. however, no matter picture give xception, predictions always:

predicted: [[('n04179913', 'sewing_machine', 1.0), ('n15075141, toilet_tissue', 0.0), ('n02317335', 'starfish', 0.0), ('n02389026, sorrel', 0.0), ('n02364673', 'guinea_pig', 0.0)]]

is there wrong code?

my code is:

from tensorflow.contrib.keras import applications app tensorflow.contrib.keras import preprocessing pp import numpy np  model = app.xception(weights='imagenet', include_top=true) img_path = 'test123.jpg' img = pp.image.load_img(path=img_path, target_size=(299, 299)) x = pp.image.img_to_array(img) x = np.expand_dims(x, axis=0) x = app.xception.preprocess_input(x)  preds = model.predict(x) print('predicted:', app.xception.decode_predictions(preds))


Comments

Post a Comment

Popular posts from this blog

ios - MKAnnotationView layer is not of expected type: MKLayer -

-
Image
so code works fine logger riddled message. there way rid of or suppress it? postannotation.swift class postannotation: mkpointannotation { //mark: properties let post: post //mark: initialization init(post: post) { self.post = post super.init() self.coordinate = cllocationcoordinate2d(latitude: post.latitude, longitude: post.longitude) self.title = post.title self.subtitle = post.timestring() } } adding annotation let annotation = postannotation(post: post) self.map.addannotation(annotation) func mapview func mapview(_ mapview: mkmapview, viewfor annotation: mkannotation) -> mkannotationview? { if annotation mkuserlocation { return nil } var annotationview = mapview.dequeuereusableannotationview(withidentifier: "pin") as? mkpinannotationview if annotationview == nil { annotationview = mkpinannotationview(annotation: annotation, reuseidentifier: "pin")
Read more

ZeroMQ on Windows, with Qt Creator -

-
i have installed zmq link given below on windows 7. http://zeromq.org/distro:microsoft-windows 1) have c++ project in qt-creator , i'm using zmq c++ binding (zhelpers.hpp etc). 2) have added .lib installed zmq folder qtcreator 3) while compiling, compiler looks _imp__zmq_verion, in .dll files present in .lib have __imp_zmq_version. 4) causing undefined reference zmq_version. anyone else faced problem , has solution ?
Read more

unity3d - Unity SceneManager.LoadScene quits application -

-
i have 2 different scenes 1 named 'main' , other 'game' both added scenes in load. when use scenemanager.loadscene("game"); works no problem when tried return main scene code if (input.getkeydown (keycode.escape)) { scenemanager.loadscene("main"); } strangely game quits. thanks. sorry interruption. somewhere on other script found code. if (input.getkeydown (keycode.escape)) { application.quit (); } that's bad, know...
Read more