ways to test simulated data quality
$begingroup$
I have a huge data set of logistic objects which I generated by creating a 3D model and rendering it in blender. In order to test the generated data, I've downloaded some images. The simulated data set contains around 5000 high-resolution images and around 1000 images of the actual object.
Now I would like to know the quality of my simulated data. I am new to ML and CNN.
1.Are there any specific models to test this kind of data?
2.Should I train with my simulated data and test with actual data or vice-versa which would give me a better way to find the quality of my data ?
data
edited 15 hours ago
Alireza Zolanvari
366117
asked 18 hours ago
Karri Aravind ReddyKarri Aravind Reddy
11
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Karri Aravind Reddy is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
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$endgroup$
add a comment |
$begingroup$
I have a huge data set of logistic objects which I generated by creating a 3D model and rendering it in blender. In order to test the generated data, I've downloaded some images. The simulated data set contains around 5000 high-resolution images and around 1000 images of the actual object.
Now I would like to know the quality of my simulated data. I am new to ML and CNN.
1.Are there any specific models to test this kind of data?
2.Should I train with my simulated data and test with actual data or vice-versa which would give me a better way to find the quality of my data ?
data
edited 15 hours ago
Alireza Zolanvari
366117
asked 18 hours ago
Karri Aravind ReddyKarri Aravind Reddy
11
New contributor
Karri Aravind Reddy is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
$endgroup$
add a comment |
$begingroup$
I have a huge data set of logistic objects which I generated by creating a 3D model and rendering it in blender. In order to test the generated data, I've downloaded some images. The simulated data set contains around 5000 high-resolution images and around 1000 images of the actual object.
Now I would like to know the quality of my simulated data. I am new to ML and CNN.
1.Are there any specific models to test this kind of data?
2.Should I train with my simulated data and test with actual data or vice-versa which would give me a better way to find the quality of my data ?
data
edited 15 hours ago
Alireza Zolanvari
366117
asked 18 hours ago
Karri Aravind ReddyKarri Aravind Reddy
11
New contributor
Karri Aravind Reddy is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
$endgroup$
I have a huge data set of logistic objects which I generated by creating a 3D model and rendering it in blender. In order to test the generated data, I've downloaded some images. The simulated data set contains around 5000 high-resolution images and around 1000 images of the actual object.
Now I would like to know the quality of my simulated data. I am new to ML and CNN.
1.Are there any specific models to test this kind of data?
2.Should I train with my simulated data and test with actual data or vice-versa which would give me a better way to find the quality of my data ?
data
data
edited 15 hours ago
Alireza Zolanvari
366117
asked 18 hours ago
Karri Aravind ReddyKarri Aravind Reddy
11
New contributor
Karri Aravind Reddy is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
edited 15 hours ago
Alireza Zolanvari
366117
asked 18 hours ago
Karri Aravind ReddyKarri Aravind Reddy
11
New contributor
Karri Aravind Reddy is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
edited 15 hours ago
Alireza Zolanvari
366117
edited 15 hours ago
Alireza Zolanvari
366117
edited 15 hours ago
Alireza Zolanvari
366117
366117
asked 18 hours ago
Karri Aravind ReddyKarri Aravind Reddy
11
New contributor
Karri Aravind Reddy is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
asked 18 hours ago
Karri Aravind ReddyKarri Aravind Reddy
11
asked 18 hours ago
Karri Aravind ReddyKarri Aravind Reddy
11
11
New contributor
Karri Aravind Reddy is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
New contributor
Karri Aravind Reddy is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
Karri Aravind Reddy is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
add a comment |
add a comment |
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