The Semantic “MNIST” - Do you know similar projects?
$begingroup$
Have you seen the movie, Rain Man? Do you remember the scene when Dustin Hoffman can count the exact number of toothpicks on the floor in the blink of an eye. This scene gave the idea to implement it as a machine learning example. We don't count toothpicks but points in an image.
In the classic MNIST task, a typical classifier program takes images of handwritten digits and recognizes these digits. For example:
For 
the MNIST classifier says it's 8
The "SMNIST" program doesn't take images of digits but images that contain less than 10 points:
The "SMNIST" classifier should says it's 8
For further details see the blog post: https://bhaxor.blog.hu/2019/03/10/the_semantic_mnist
The sources can be found at https://gitlab.com/nbatfai/smnist
Here is an introductory video: https://youtu.be/-tSRwJgVpJk
Do you know similar projects or research?
(My question originally was posted here: https://stackoverflow.com/questions/55092766/the-semantic-mnist-do-you-know-similar-projects )
mnist
asked 2 days ago
Norbert BátfaiNorbert Bátfai
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$begingroup$
Have you seen the movie, Rain Man? Do you remember the scene when Dustin Hoffman can count the exact number of toothpicks on the floor in the blink of an eye. This scene gave the idea to implement it as a machine learning example. We don't count toothpicks but points in an image.
In the classic MNIST task, a typical classifier program takes images of handwritten digits and recognizes these digits. For example:
For the MNIST classifier says it's 8
The "SMNIST" program doesn't take images of digits but images that contain less than 10 points:
The "SMNIST" classifier should says it's 8
For further details see the blog post: https://bhaxor.blog.hu/2019/03/10/the_semantic_mnist
The sources can be found at https://gitlab.com/nbatfai/smnist
Here is an introductory video: https://youtu.be/-tSRwJgVpJk
Do you know similar projects or research?
(My question originally was posted here: https://stackoverflow.com/questions/55092766/the-semantic-mnist-do-you-know-similar-projects )
mnist
asked 2 days ago
Norbert BátfaiNorbert Bátfai
11
New contributor
Norbert Bátfai 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 |
$begingroup$
Have you seen the movie, Rain Man? Do you remember the scene when Dustin Hoffman can count the exact number of toothpicks on the floor in the blink of an eye. This scene gave the idea to implement it as a machine learning example. We don't count toothpicks but points in an image.
In the classic MNIST task, a typical classifier program takes images of handwritten digits and recognizes these digits. For example:
For the MNIST classifier says it's 8
The "SMNIST" program doesn't take images of digits but images that contain less than 10 points:
The "SMNIST" classifier should says it's 8
For further details see the blog post: https://bhaxor.blog.hu/2019/03/10/the_semantic_mnist
The sources can be found at https://gitlab.com/nbatfai/smnist
Here is an introductory video: https://youtu.be/-tSRwJgVpJk
Do you know similar projects or research?
(My question originally was posted here: https://stackoverflow.com/questions/55092766/the-semantic-mnist-do-you-know-similar-projects )
mnist
asked 2 days ago
Norbert BátfaiNorbert Bátfai
11
New contributor
Norbert Bátfai is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
$endgroup$
Have you seen the movie, Rain Man? Do you remember the scene when Dustin Hoffman can count the exact number of toothpicks on the floor in the blink of an eye. This scene gave the idea to implement it as a machine learning example. We don't count toothpicks but points in an image.
In the classic MNIST task, a typical classifier program takes images of handwritten digits and recognizes these digits. For example:
For the MNIST classifier says it's 8
The "SMNIST" program doesn't take images of digits but images that contain less than 10 points:
The "SMNIST" classifier should says it's 8
For further details see the blog post: https://bhaxor.blog.hu/2019/03/10/the_semantic_mnist
The sources can be found at https://gitlab.com/nbatfai/smnist
Here is an introductory video: https://youtu.be/-tSRwJgVpJk
Do you know similar projects or research?
(My question originally was posted here: https://stackoverflow.com/questions/55092766/the-semantic-mnist-do-you-know-similar-projects )
mnist
mnist
asked 2 days ago
Norbert BátfaiNorbert Bátfai
11
New contributor
Norbert Bátfai is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
asked 2 days ago
Norbert BátfaiNorbert Bátfai
11
New contributor
Norbert Bátfai is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
asked 2 days ago
Norbert BátfaiNorbert Bátfai
11
New contributor
Norbert Bátfai is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
asked 2 days ago
Norbert BátfaiNorbert Bátfai
11
asked 2 days ago
Norbert BátfaiNorbert Bátfai
11
11
New contributor
Norbert Bátfai is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
New contributor
Norbert Bátfai is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
Norbert Bátfai is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
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