{ "id": 178469, "title": "Where can I get a better understanding of analysis on images using NN?", "url": "/competitions/osic-pulmonary-fibrosis-progression/discussion/178469", "author_name": "", "post_date": "2020-08-30T03:04:00.859679800Z", "votes": 1, "comment_count": 3, "views": 0, "content": "

Can someone provide the any good source for applying NN on image data and combine image data with tabular data for prediction

", "messages": [ { "id": "990989", "postDate": "08/30/2020 03:04:00", "content": "

Can someone provide the any good source for applying NN on image data and combine image data with tabular data for prediction

", "rawMarkdown": "Can someone provide the any good source for applying NN on image data and combine image data with tabular data for prediction", "votes": null }, { "id": "991120", "postDate": "08/30/2020 06:51:29", "content": "

https://www.youtube.com/playlist?list=PL3FW7Lu3i5JvHM8ljYj-zLfQRF3EO8sYv
\nIf you didn't already know this, these lecture series are great for learning about CNNs which are the NN used on image data. This course will definitely help you understand and get a intuition about a lot of these things.
\nAbout combining image data and tabular data I suggest you go through notebooks in this competition and study and try to understand them.

", "rawMarkdown": "[https://www.youtube.com/playlist?list=PL3FW7Lu3i5JvHM8ljYj-zLfQRF3EO8sYv](url)\nIf you didn't already know this, these lecture series are great for learning about CNNs which are the NN used on image data. This course will definitely help you understand and get a intuition about a lot of these things.\nAbout combining image data and tabular data I suggest you go through notebooks in this competition and study and try to understand them.", "votes": null }, { "id": "991478", "postDate": "08/30/2020 12:48:00", "content": "

thnak you

", "rawMarkdown": "thnak you", "votes": null }, { "id": "991489", "postDate": "08/30/2020 13:03:22", "content": "

You can also have a look at the notebooks and solutions of the recent Melanoma Classification competition, where people were using CNNs on images and patient meta-data to classify malignant lesions.

\n

There are many notebooks showing how to incorporate meta-data. For instance, first place solution used both images and meta-data in their models.

", "rawMarkdown": "You can also have a look at the notebooks and solutions of the recent [Melanoma Classification competition](https://www.kaggle.com/c/siim-isic-melanoma-classification/overview), where people were using CNNs on images and patient meta-data to classify malignant lesions. \n\nThere are many notebooks showing how to incorporate meta-data. For instance, [first place solution](https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175412) used both images and meta-data in their models.", "votes": null } ], "comments": [ { "id": 991120, "author_name": "jonykarki", "author_url": "", "post_date": "08/30/2020 06:51:29", "content": "

https://www.youtube.com/playlist?list=PL3FW7Lu3i5JvHM8ljYj-zLfQRF3EO8sYv
\nIf you didn't already know this, these lecture series are great for learning about CNNs which are the NN used on image data. This course will definitely help you understand and get a intuition about a lot of these things.
\nAbout combining image data and tabular data I suggest you go through notebooks in this competition and study and try to understand them.

", "votes": null, "replies": [ { "id": 991478, "author_name": "raviet", "author_url": "", "post_date": "08/30/2020 12:48:00", "content": "

thnak you

", "votes": null, "replies": [] } ] }, { "id": 991489, "author_name": "kozodoi", "author_url": "", "post_date": "08/30/2020 13:03:22", "content": "

You can also have a look at the notebooks and solutions of the recent Melanoma Classification competition, where people were using CNNs on images and patient meta-data to classify malignant lesions.

\n

There are many notebooks showing how to incorporate meta-data. For instance, first place solution used both images and meta-data in their models.

", "votes": null, "replies": [] } ], "raw_markdown_by_id": { "990989": "Can someone provide the any good source for applying NN on image data and combine image data with tabular data for prediction", "991120": "[https://www.youtube.com/playlist?list=PL3FW7Lu3i5JvHM8ljYj-zLfQRF3EO8sYv](url)\nIf you didn't already know this, these lecture series are great for learning about CNNs which are the NN used on image data. This course will definitely help you understand and get a intuition about a lot of these things.\nAbout combining image data and tabular data I suggest you go through notebooks in this competition and study and try to understand them.", "991478": "thnak you", "991489": "You can also have a look at the notebooks and solutions of the recent [Melanoma Classification competition](https://www.kaggle.com/c/siim-isic-melanoma-classification/overview), where people were using CNNs on images and patient meta-data to classify malignant lesions. \n\nThere are many notebooks showing how to incorporate meta-data. For instance, [first place solution](https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175412) used both images and meta-data in their models." }, "source": "meta" }