ComputerVision | You can find code to projects | Model View Controller library
kandi X-RAY | ComputerVision Summary
kandi X-RAY | ComputerVision Summary
You can find the code to the projects I wrote for the Computer Vision class at Washington University in St. Louis in Spring 2012 here. I worked alone on Project 1 and with Derek Burrows on Projects 2, 3 and 4. Read more about the projects and code here:
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QUESTION
I'm trying to get some heatmaps from a computervision model that's it's already working to classify images but I'm finding some difficulties. This is the model summary:
...ANSWER
Answered 2021-May-12 at 07:45I found you can use
.get_layer()
twice to acces layers inside functional densenet model embebeed in the "main" model.
In this case I can use model.get_layer('densenet121').summary()
to check all thje layer inside the embebeed model, and then use them with this code: model.get_layer('densenet121').get_layer('xxxxx')
QUESTION
I have download this code from official microsoft cognitive github repository:
...ANSWER
Answered 2021-May-06 at 10:27Pls make sure that you have created a current type of cognitive service, I recommend you to create All Cognitive Services
just as below:
You can follow this doc to create it(Multi-service resource).
I did some test on my side by this service and everything works for me as expected :
My local test image:
Result:
QUESTION
I have a project where I must read PDF from URLs or Blobs, and Extract the Text from them to use then Azure Cognitive Indexing / Search/ I am following the Examples using Computer Vision and only able to parse and extract text from Image Files. I have looked around and I see that there is some mention of this Capability, but it is very sparse, there is no Github example I can find that does PDF documents.
Any suggestions or pointers on where to look. I know Amazon has Textetract but my client is Azure-based, and I don't really want to use Syncfusion tools if I can help it.
so I have tried the following. Validation is just a warpper class I was trying to simplify the return of the object,
- Photos Work, _ Read Text from URl Works if its a photo based .png, jpg but no PDF.
Your help is greatly appreciated
...ANSWER
Answered 2021-Feb-16 at 06:02The Computer Vision Read API is Azure's latest OCR technology that handles large images and multi-page documents as inputs and extracts printed text in Dutch, English, French, German, Italian, Portuguese, and Spanish. It also includes support for handwritten OCR in English, digits, and currency symbols from images and multi-page PDF documents. It's optimized to extract text from text-heavy images and multi-page PDF documents with mixed languages. It supports detecting both printed and handwritten text in the same image or document (for English only).
Here is the doc for release update in computer vision.
QUESTION
I followed the directions from https://docs.microsoft.com/en-us/rest/api/computervision/3.1/describeimage/describeimage but each time I fill in my endpoint, as https://[resource_name].cognitiveservices.azure.com or https://southcentralus.api.cognitive.microsot.com, I get a 404 or 401 error, respectively. I've checked to make sure the image url I specify works and loads fine withOUT a 404. Can anyone help?
...ANSWER
Answered 2021-Apr-06 at 01:47You can use both hosts below to send request:
QUESTION
Is it a way of using a dependency from a project to another while they are in the same solution? For example:
...ANSWER
Answered 2021-Jan-24 at 20:04Use a project reference.
https://docs.microsoft.com/en-us/visualstudio/ide/managing-references-in-a-project?view=vs-2019
To test; create a new solution with two projects within it. Within one project, add a nuget package. Say, Newtonsoft.Json Add a project reference from your second project to the first
Dependencies should now look like so;
Now within TestConsoleApp, you can add using statements to access the nuget package used in TestConsoleApp2.
eg;
QUESTION
Problematic
I have a PIL Image and i want to convert it to a bytes array. I can't save the image on my hard disk so i can't use the default open(file_path, 'rb')
function.
What i tried
To overturn this problem i'm trying to use the io
library doing this :
ANSWER
Answered 2020-Dec-18 at 03:17When we use the method read_in_stream
, we need to provide a stream. But the code BytesIO.getvalue
will return the content of the stream as string or bytes. So please update code as below
QUESTION
Currently I am trying to work on face detection API provided by Azure. I am currently using Rest call to detect face in an image. More details could be found here: https://docs.microsoft.com/en-us/azure/cognitive-services/face/quickstarts/python
Below is the sample code for detecting face in an image:
...ANSWER
Answered 2020-Oct-23 at 13:30Set the Content-Type header of the POST request to "application/octet-stream" and add the image to the HTTP body:
QUESTION
I'm using an API that works in 2 steps:
- It starts processing of a document in async way where it provides you an id that you use for step 2
- It provides an endpoint where you can get the results but only when they are ready. So basically it will always give you a 200 response with some details like the status of the processing.
So the question is how can I implement a custom "success" criteria for the HTTP outbound gateway. I would also like to combine it with a RetryAdvice which I already have implemented.
I've tried the following but first of all the message's payload that is provided in the HandleMessageAdvice is empty, and secondly the retry is not triggered:
...ANSWER
Answered 2020-Sep-01 at 15:34There is indeed no request
and reply
channel options in Java DSL because you simply wrap that handle()
into channel()
configuration or just chain endpoints in the flow natural way and they are going to exchange messages using implicit direct channels in between. You can look into Java DSL IntegrationFlow
as a in the XML configuration.
Your advice configuration is a bit wrong: you need declare your custom advice as a first in a chain, so when exception is thrown from there a retry one is going to handle it.
You should also consider to implement an AbstractRequestHandlerAdvice
to align it with the RequestHandlerRetryAdvice
logic.
You implement there a doInvoke()
, call ExecutionCallback.execute()
and analyze the result to return as is or throw a desired exception. A result of that call for HttpRequestExecutingMessageHandler
is going to be an AbstractIntegrationMessageBuilder
and probably a ResponseEntity
as a payload
to check for your further logic.
QUESTION
I'm struggling with the following flow:
...ANSWER
Answered 2020-Aug-31 at 20:47OK. I see where is the problem:
QUESTION
Although, there are many similar questions to the one I am asking, but non of them have helped me.
I am trying to store the file into my azure storage blob through directly through my system using the python script.
Here is the script I am using:
...ANSWER
Answered 2020-Aug-12 at 08:55v12 sdk uses BlobServiceClient
instead of BlockBlobService
, if you want to use BlockBlobService
should use v2 sdk. For v12 sdk usage, please refer to this official doc.
So please change it to from azure.storage.blob import BlobServiceClient, PublicAccess
.
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