Datasets:
Tasks:
Image Classification
Modalities:
Image
Sub-tasks:
multi-class-image-classification
Languages:
English
Size:
10K<n<100K
License:
Upload folder using huggingface_hub
Browse files- EYEPACS.zip +3 -0
- README.md +6 -8
EYEPACS.zip
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:ae39b9a2d0536d7301efec622fb9040fe4164678474e19b68068e7f922733f9a
|
| 3 |
+
size 6479454853
|
README.md
CHANGED
|
@@ -1,23 +1,22 @@
|
|
| 1 |
---
|
| 2 |
language:
|
| 3 |
- en
|
| 4 |
-
license: other
|
| 5 |
tags:
|
| 6 |
- medical
|
| 7 |
- ophthalmology
|
| 8 |
- fundus-image
|
| 9 |
- image-classification
|
| 10 |
- diabetic-retinopathy
|
| 11 |
-
- dr-
|
| 12 |
-
- large-scale
|
| 13 |
-
- kaggle-competition
|
| 14 |
task_categories:
|
| 15 |
- image-classification
|
| 16 |
task_ids:
|
| 17 |
-
- multi-class-image-classification
|
| 18 |
-
pretty_name: EyePACS Diabetic Retinopathy
|
| 19 |
size_categories:
|
| 20 |
-
- 10K<n<100K
|
| 21 |
annotations_creators:
|
| 22 |
- expert-generated
|
| 23 |
source_datasets:
|
|
@@ -25,7 +24,6 @@ source_datasets:
|
|
| 25 |
source_data_urls:
|
| 26 |
- https://www.kaggle.com/c/diabetic-retinopathy-detection/data
|
| 27 |
- https://www.eyepacs.com/data-analysis
|
| 28 |
-
paperswithcode_id: eyepacs
|
| 29 |
---
|
| 30 |
|
| 31 |
# EyePACS — Diabetic Retinopathy Fundus Image Dataset
|
|
|
|
| 1 |
---
|
| 2 |
language:
|
| 3 |
- en
|
| 4 |
+
license: other # Usage restricted under Kaggle & EyePACS terms, not standard open license
|
| 5 |
tags:
|
| 6 |
- medical
|
| 7 |
- ophthalmology
|
| 8 |
- fundus-image
|
| 9 |
- image-classification
|
| 10 |
- diabetic-retinopathy
|
| 11 |
+
- dr-grading
|
| 12 |
+
- large-scale-dataset
|
|
|
|
| 13 |
task_categories:
|
| 14 |
- image-classification
|
| 15 |
task_ids:
|
| 16 |
+
- multi-class-image-classification # 5 severity grades (0-4)
|
| 17 |
+
pretty_name: EyePACS (Diabetic Retinopathy Fundus Image Dataset)
|
| 18 |
size_categories:
|
| 19 |
+
- 10K<n<100K # ~88,702 images total
|
| 20 |
annotations_creators:
|
| 21 |
- expert-generated
|
| 22 |
source_datasets:
|
|
|
|
| 24 |
source_data_urls:
|
| 25 |
- https://www.kaggle.com/c/diabetic-retinopathy-detection/data
|
| 26 |
- https://www.eyepacs.com/data-analysis
|
|
|
|
| 27 |
---
|
| 28 |
|
| 29 |
# EyePACS — Diabetic Retinopathy Fundus Image Dataset
|