Datasets:
Tasks:
Image Classification
Modalities:
Image
Formats:
imagefolder
Languages:
English
Size:
1K - 10K
Tags:
medical
Commit ·
06f8f43
1
Parent(s): 262003b
Create README.md
Browse files
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
|