marcelhuber commited on
Commit
06f8f43
1 Parent(s): 262003b

Create README.md

Browse files
Files changed (1) hide show
  1. README.md +26 -0
README.md ADDED
@@ -0,0 +1,26 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ task_categories:
3
+ - image-classification
4
+ language:
5
+ - en
6
+ tags:
7
+ - medical
8
+ pretty_name: downprojection_images
9
+ size_categories:
10
+ - 1K<n<10K
11
+ ---
12
+
13
+ # Dataset Structure
14
+
15
+ This dataset contains images categorized into different classes for medical image analysis. The dataset is organized as follows:
16
+
17
+ - `CNV`: Contains 250 images and 250 w-vector files.
18
+ - `DME`: Contains 250 images and 250 w-vector files.
19
+ - `DRUSEN`: Contains 250 images and 250 w-vector files.
20
+ - `NORMAL`: Contains 250 images and 250 w-vector files.
21
+
22
+ ## Usage
23
+
24
+ This dataset can be used for tasks such as classification, image recognition, and medical analysis. The provided class subdirectories indicate the different categories for the images.
25
+
26
+ The purpose of this dataset is to be used in an interactive dash-map where the latent codes of these images have been downprojected using either PCA or t-SNE. Each individual point in the map corresponds to an original image, which is displayed when hovered over. Here is the reposity: https://github.com/marceljhuber/Dash-Downprojection-Viewer