How to get the Numpy array of file stream of any image
I'm trying to use the imageai python library, and more particularly this function:
detector.detectObjectsFromImage()
The doc says it should be used with a Numpy array of file stream of any image.
https://imageai.readthedocs.io/en/latest/detection/index.html
When I pass it a Numpy array, like this:
detections = detector.detectObjectsFromImage(input_image=anumpyarray,input_type = "array")
I get the error:
detections =
detector.detectObjectsFromImage(input_image=anumpyarray,input_type =
"array") File
"/usr/local/lib/python3.6/site-packages/imageai/Detection/init.py",
line 517, in detectObjectsFromImage raise ValueError("Ensure you
specified correct input image, input type, output type and/or output
image path ") ValueError: Ensure you specified correct input image,
input type, output type and/or output image path
Is it because a Numpy array and a Numpy array of a stream of an image are different things?
numpy
asked Nov 24 '18 at 14:36
RodolpheRodolphe
1,92032352
add a comment |
I'm trying to use the imageai python library, and more particularly this function:
detector.detectObjectsFromImage()
The doc says it should be used with a Numpy array of file stream of any image.
https://imageai.readthedocs.io/en/latest/detection/index.html
When I pass it a Numpy array, like this:
detections = detector.detectObjectsFromImage(input_image=anumpyarray,input_type = "array")
I get the error:
detections =
detector.detectObjectsFromImage(input_image=anumpyarray,input_type =
"array") File
"/usr/local/lib/python3.6/site-packages/imageai/Detection/init.py",
line 517, in detectObjectsFromImage raise ValueError("Ensure you
specified correct input image, input type, output type and/or output
image path ") ValueError: Ensure you specified correct input image,
input type, output type and/or output image path
Is it because a Numpy array and a Numpy array of a stream of an image are different things?
numpy
asked Nov 24 '18 at 14:36
RodolpheRodolphe
1,92032352
One thing to note is, if you re-read the documentation for that function, you don't have to pass it a Numpy array, it's just possible. You can also just pass it the path of an image.
– cody
Nov 24 '18 at 14:49
Sure, but I'm analyzing a video through an iterator which gives me numpy file. I would be too costly to save each image just to pass it to the function. That's why I want to pass it directly as a numpy array
– Rodolphe
Nov 24 '18 at 14:53
add a comment |
I'm trying to use the imageai python library, and more particularly this function:
detector.detectObjectsFromImage()
The doc says it should be used with a Numpy array of file stream of any image.
https://imageai.readthedocs.io/en/latest/detection/index.html
When I pass it a Numpy array, like this:
detections = detector.detectObjectsFromImage(input_image=anumpyarray,input_type = "array")
I get the error:
detections =
detector.detectObjectsFromImage(input_image=anumpyarray,input_type =
"array") File
"/usr/local/lib/python3.6/site-packages/imageai/Detection/init.py",
line 517, in detectObjectsFromImage raise ValueError("Ensure you
specified correct input image, input type, output type and/or output
image path ") ValueError: Ensure you specified correct input image,
input type, output type and/or output image path
Is it because a Numpy array and a Numpy array of a stream of an image are different things?
numpy
asked Nov 24 '18 at 14:36
RodolpheRodolphe
1,92032352
I'm trying to use the imageai python library, and more particularly this function:
detector.detectObjectsFromImage()
The doc says it should be used with a Numpy array of file stream of any image.
https://imageai.readthedocs.io/en/latest/detection/index.html
When I pass it a Numpy array, like this:
detections = detector.detectObjectsFromImage(input_image=anumpyarray,input_type = "array")
I get the error:
detections =
detector.detectObjectsFromImage(input_image=anumpyarray,input_type =
"array") File
"/usr/local/lib/python3.6/site-packages/imageai/Detection/init.py",
line 517, in detectObjectsFromImage raise ValueError("Ensure you
specified correct input image, input type, output type and/or output
image path ") ValueError: Ensure you specified correct input image,
input type, output type and/or output image path
Is it because a Numpy array and a Numpy array of a stream of an image are different things?
numpy
numpy
asked Nov 24 '18 at 14:36
RodolpheRodolphe
1,92032352
asked Nov 24 '18 at 14:36
RodolpheRodolphe
1,92032352
asked Nov 24 '18 at 14:36
RodolpheRodolphe
1,92032352
asked Nov 24 '18 at 14:36
RodolpheRodolphe
1,92032352
asked Nov 24 '18 at 14:36
RodolpheRodolphe
1,92032352
1,92032352
One thing to note is, if you re-read the documentation for that function, you don't have to pass it a Numpy array, it's just possible. You can also just pass it the path of an image.
– cody
Nov 24 '18 at 14:49
Sure, but I'm analyzing a video through an iterator which gives me numpy file. I would be too costly to save each image just to pass it to the function. That's why I want to pass it directly as a numpy array
– Rodolphe
Nov 24 '18 at 14:53
add a comment |
One thing to note is, if you re-read the documentation for that function, you don't have to pass it a Numpy array, it's just possible. You can also just pass it the path of an image.
– cody
Nov 24 '18 at 14:49
Sure, but I'm analyzing a video through an iterator which gives me numpy file. I would be too costly to save each image just to pass it to the function. That's why I want to pass it directly as a numpy array
– Rodolphe
Nov 24 '18 at 14:53
One thing to note is, if you re-read the documentation for that function, you don't have to pass it a Numpy array, it's just possible. You can also just pass it the path of an image.
– cody
Nov 24 '18 at 14:49
One thing to note is, if you re-read the documentation for that function, you don't have to pass it a Numpy array, it's just possible. You can also just pass it the path of an image.
– cody
Nov 24 '18 at 14:49
Sure, but I'm analyzing a video through an iterator which gives me numpy file. I would be too costly to save each image just to pass it to the function. That's why I want to pass it directly as a numpy array
– Rodolphe
Nov 24 '18 at 14:53
Sure, but I'm analyzing a video through an iterator which gives me numpy file. I would be too costly to save each image just to pass it to the function. That's why I want to pass it directly as a numpy array
– Rodolphe
Nov 24 '18 at 14:53
add a comment |
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One thing to note is, if you re-read the documentation for that function, you don't have to pass it a Numpy array, it's just possible. You can also just pass it the path of an image.
– cody
Nov 24 '18 at 14:49
Sure, but I'm analyzing a video through an iterator which gives me numpy file. I would be too costly to save each image just to pass it to the function. That's why I want to pass it directly as a numpy array
– Rodolphe
Nov 24 '18 at 14:53