Issue with Tensorflow models format on MacOS
I'm trying imageai's example found in https://towardsdatascience.com/object-detection-with-10-lines-of-code-d6cb4d86f606:
from imageai.Detection import ObjectDetection
import os
execution_path = os.getcwd()
detector = ObjectDetection()
detector.setModelTypeAsRetinaNet()
detector.setModelPath( os.path.join(execution_path , "resnet50_coco_best_v2.0.3.h5"))
detector.loadModel()
detections = detector.detectObjectsFromImage(input_image=os.path.join(execution_path , "image.jpg"), output_image_path=os.path.join(execution_path , "imagenew.jpg"))
for eachObject in detections:
print(eachObject["name"] , " : " , eachObject["percentage_probability"] )
However, I'm getting this error:
TypeError: Expected int32, got list containing Tensors of type '_Message' instead.
What is it caused by? Is imageai incompatible with the latest tensorflow version, as suggested here : Tensorflow Slim: TypeError: Expected int32, got list containing Tensors of type '_Message' instead?
If so, what could I do to make it work with this imageai example?
EDIT: I checked, and this works on Windows with Python 3.6
macos tensorflow python-3.6
asked Nov 13 '18 at 20:19
RodolpheRodolphe
1,91532150
add a comment |
I'm trying imageai's example found in https://towardsdatascience.com/object-detection-with-10-lines-of-code-d6cb4d86f606:
from imageai.Detection import ObjectDetection
import os
execution_path = os.getcwd()
detector = ObjectDetection()
detector.setModelTypeAsRetinaNet()
detector.setModelPath( os.path.join(execution_path , "resnet50_coco_best_v2.0.3.h5"))
detector.loadModel()
detections = detector.detectObjectsFromImage(input_image=os.path.join(execution_path , "image.jpg"), output_image_path=os.path.join(execution_path , "imagenew.jpg"))
for eachObject in detections:
print(eachObject["name"] , " : " , eachObject["percentage_probability"] )
However, I'm getting this error:
TypeError: Expected int32, got list containing Tensors of type '_Message' instead.
What is it caused by? Is imageai incompatible with the latest tensorflow version, as suggested here : Tensorflow Slim: TypeError: Expected int32, got list containing Tensors of type '_Message' instead?
If so, what could I do to make it work with this imageai example?
EDIT: I checked, and this works on Windows with Python 3.6
macos tensorflow python-3.6
asked Nov 13 '18 at 20:19
RodolpheRodolphe
1,91532150
add a comment |
I'm trying imageai's example found in https://towardsdatascience.com/object-detection-with-10-lines-of-code-d6cb4d86f606:
from imageai.Detection import ObjectDetection
import os
execution_path = os.getcwd()
detector = ObjectDetection()
detector.setModelTypeAsRetinaNet()
detector.setModelPath( os.path.join(execution_path , "resnet50_coco_best_v2.0.3.h5"))
detector.loadModel()
detections = detector.detectObjectsFromImage(input_image=os.path.join(execution_path , "image.jpg"), output_image_path=os.path.join(execution_path , "imagenew.jpg"))
for eachObject in detections:
print(eachObject["name"] , " : " , eachObject["percentage_probability"] )
However, I'm getting this error:
TypeError: Expected int32, got list containing Tensors of type '_Message' instead.
What is it caused by? Is imageai incompatible with the latest tensorflow version, as suggested here : Tensorflow Slim: TypeError: Expected int32, got list containing Tensors of type '_Message' instead?
If so, what could I do to make it work with this imageai example?
EDIT: I checked, and this works on Windows with Python 3.6
macos tensorflow python-3.6
asked Nov 13 '18 at 20:19
RodolpheRodolphe
1,91532150
I'm trying imageai's example found in https://towardsdatascience.com/object-detection-with-10-lines-of-code-d6cb4d86f606:
from imageai.Detection import ObjectDetection
import os
execution_path = os.getcwd()
detector = ObjectDetection()
detector.setModelTypeAsRetinaNet()
detector.setModelPath( os.path.join(execution_path , "resnet50_coco_best_v2.0.3.h5"))
detector.loadModel()
detections = detector.detectObjectsFromImage(input_image=os.path.join(execution_path , "image.jpg"), output_image_path=os.path.join(execution_path , "imagenew.jpg"))
for eachObject in detections:
print(eachObject["name"] , " : " , eachObject["percentage_probability"] )
However, I'm getting this error:
TypeError: Expected int32, got list containing Tensors of type '_Message' instead.
What is it caused by? Is imageai incompatible with the latest tensorflow version, as suggested here : Tensorflow Slim: TypeError: Expected int32, got list containing Tensors of type '_Message' instead?
If so, what could I do to make it work with this imageai example?
EDIT: I checked, and this works on Windows with Python 3.6
macos tensorflow python-3.6
macos tensorflow python-3.6
asked Nov 13 '18 at 20:19
RodolpheRodolphe
1,91532150
asked Nov 13 '18 at 20:19
RodolpheRodolphe
1,91532150
edited Nov 14 '18 at 13:28
Rodolphe
asked Nov 13 '18 at 20:19
RodolpheRodolphe
1,91532150
asked Nov 13 '18 at 20:19
RodolpheRodolphe
1,91532150
asked Nov 13 '18 at 20:19
RodolpheRodolphe
1,91532150
1,91532150
add a comment |
add a comment |
0
active
oldest
votes
Your Answer
StackExchange.ifUsing("editor", function ()
StackExchange.using("externalEditor", function ()
StackExchange.using("snippets", function ()
StackExchange.snippets.init();
);
);
, "code-snippets");
StackExchange.ready(function()
var channelOptions =
tags: "".split(" "),
id: "1"
;
initTagRenderer("".split(" "), "".split(" "), channelOptions);
StackExchange.using("externalEditor", function()
// Have to fire editor after snippets, if snippets enabled
if (StackExchange.settings.snippets.snippetsEnabled)
StackExchange.using("snippets", function()
createEditor();
);
else
createEditor();
);
function createEditor()
StackExchange.prepareEditor(
heartbeatType: 'answer',
autoActivateHeartbeat: false,
convertImagesToLinks: true,
noModals: true,
showLowRepImageUploadWarning: true,
reputationToPostImages: 10,
bindNavPrevention: true,
postfix: "",
imageUploader:
brandingHtml: "Powered by u003ca class="icon-imgur-white" href="https://imgur.com/"u003eu003c/au003e",
contentPolicyHtml: "User contributions licensed under u003ca href="https://creativecommons.org/licenses/by-sa/3.0/"u003ecc by-sa 3.0 with attribution requiredu003c/au003e u003ca href="https://stackoverflow.com/legal/content-policy"u003e(content policy)u003c/au003e",
allowUrls: true
,
onDemand: true,
discardSelector: ".discard-answer"
,immediatelyShowMarkdownHelp:true
);
);
Sign up or log in
StackExchange.ready(function ()
StackExchange.helpers.onClickDraftSave('#login-link');
);
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Post as a guest
Required, but never shown
StackExchange.ready(
function ()
StackExchange.openid.initPostLogin('.new-post-login', 'https%3a%2f%2fstackoverflow.com%2fquestions%2f53288883%2fissue-with-tensorflow-models-format-on-macos%23new-answer', 'question_page');
);
Post as a guest
Required, but never shown
0
active
oldest
votes
0
active
oldest
votes
active
oldest
votes
active
oldest
votes
Thanks for contributing an answer to Stack Overflow!
- Please be sure to answer the question. Provide details and share your research!
But avoid …
- Asking for help, clarification, or responding to other answers.
- Making statements based on opinion; back them up with references or personal experience.
To learn more, see our tips on writing great answers.
Sign up or log in
StackExchange.ready(function ()
StackExchange.helpers.onClickDraftSave('#login-link');
);
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Post as a guest
Required, but never shown
StackExchange.ready(
function ()
StackExchange.openid.initPostLogin('.new-post-login', 'https%3a%2f%2fstackoverflow.com%2fquestions%2f53288883%2fissue-with-tensorflow-models-format-on-macos%23new-answer', 'question_page');
);
Post as a guest
Required, but never shown
Sign up or log in
StackExchange.ready(function ()
StackExchange.helpers.onClickDraftSave('#login-link');
);
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Post as a guest
Required, but never shown
Sign up or log in
StackExchange.ready(function ()
StackExchange.helpers.onClickDraftSave('#login-link');
);
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Post as a guest
Required, but never shown
Sign up or log in
StackExchange.ready(function ()
StackExchange.helpers.onClickDraftSave('#login-link');
);
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Post as a guest
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
