Datasets:
Upload dataset
Browse files- README.md +62 -8
- data/baseline-00000-of-00001.parquet +3 -0
- data/color_jitter-00000-of-00001.parquet +3 -0
- data/combined_aggressive-00000-of-00001.parquet +3 -0
- data/gaussian_noise-00000-of-00001.parquet +3 -0
- data/grayscale-00000-of-00001.parquet +3 -0
- data/heavy_geometric-00000-of-00001.parquet +3 -0
- data/hed_stain_augmentation-00000-of-00001.parquet +3 -0
- data/macenko_normalization-00000-of-00001.parquet +3 -0
README.md
CHANGED
|
@@ -1,16 +1,70 @@
|
|
| 1 |
---
|
| 2 |
license: cc-by-4.0
|
| 3 |
task_categories:
|
| 4 |
-
|
| 5 |
tags:
|
| 6 |
-
|
| 7 |
-
|
| 8 |
-
|
| 9 |
-
|
| 10 |
-
|
| 11 |
-
|
| 12 |
size_categories:
|
| 13 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 14 |
---
|
| 15 |
|
| 16 |
# PANDA-PLUS-Bench
|
|
|
|
| 1 |
---
|
| 2 |
license: cc-by-4.0
|
| 3 |
task_categories:
|
| 4 |
+
- image-classification
|
| 5 |
tags:
|
| 6 |
+
- pathology
|
| 7 |
+
- histopathology
|
| 8 |
+
- prostate-cancer
|
| 9 |
+
- gleason-grading
|
| 10 |
+
- foundation-models
|
| 11 |
+
- benchmark
|
| 12 |
size_categories:
|
| 13 |
+
- 1K<n<10K
|
| 14 |
+
dataset_info:
|
| 15 |
+
features:
|
| 16 |
+
- name: image
|
| 17 |
+
dtype: image
|
| 18 |
+
- name: label
|
| 19 |
+
dtype: int64
|
| 20 |
+
- name: slide_id
|
| 21 |
+
dtype: string
|
| 22 |
+
splits:
|
| 23 |
+
- name: baseline
|
| 24 |
+
num_bytes: 298170963
|
| 25 |
+
num_examples: 3872
|
| 26 |
+
- name: color_jitter
|
| 27 |
+
num_bytes: 287314003
|
| 28 |
+
num_examples: 3872
|
| 29 |
+
- name: grayscale
|
| 30 |
+
num_bytes: 167680581
|
| 31 |
+
num_examples: 3872
|
| 32 |
+
- name: gaussian_noise
|
| 33 |
+
num_bytes: 458559156
|
| 34 |
+
num_examples: 3872
|
| 35 |
+
- name: heavy_geometric
|
| 36 |
+
num_bytes: 294975593
|
| 37 |
+
num_examples: 3872
|
| 38 |
+
- name: combined_aggressive
|
| 39 |
+
num_bytes: 449136407
|
| 40 |
+
num_examples: 3872
|
| 41 |
+
- name: macenko_normalization
|
| 42 |
+
num_bytes: 303746938
|
| 43 |
+
num_examples: 3872
|
| 44 |
+
- name: hed_stain_augmentation
|
| 45 |
+
num_bytes: 296645574
|
| 46 |
+
num_examples: 3872
|
| 47 |
+
download_size: 2556068549
|
| 48 |
+
dataset_size: 2556229215
|
| 49 |
+
configs:
|
| 50 |
+
- config_name: default
|
| 51 |
+
data_files:
|
| 52 |
+
- split: baseline
|
| 53 |
+
path: data/baseline-*
|
| 54 |
+
- split: color_jitter
|
| 55 |
+
path: data/color_jitter-*
|
| 56 |
+
- split: grayscale
|
| 57 |
+
path: data/grayscale-*
|
| 58 |
+
- split: gaussian_noise
|
| 59 |
+
path: data/gaussian_noise-*
|
| 60 |
+
- split: heavy_geometric
|
| 61 |
+
path: data/heavy_geometric-*
|
| 62 |
+
- split: combined_aggressive
|
| 63 |
+
path: data/combined_aggressive-*
|
| 64 |
+
- split: macenko_normalization
|
| 65 |
+
path: data/macenko_normalization-*
|
| 66 |
+
- split: hed_stain_augmentation
|
| 67 |
+
path: data/hed_stain_augmentation-*
|
| 68 |
---
|
| 69 |
|
| 70 |
# PANDA-PLUS-Bench
|
data/baseline-00000-of-00001.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:f5dba288ae3d15dee3a7abeeec6b9cd7c3588562691ed454c815b66dde8a158e
|
| 3 |
+
size 298150181
|
data/color_jitter-00000-of-00001.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:b57621e1b924929d1f52b69d919054fdf4df939d3ace1ef75209dd5ab962ec63
|
| 3 |
+
size 287283704
|
data/combined_aggressive-00000-of-00001.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:0bb7d5605206ab4afc5caeb6ead242fa63d44c2bd3bbeb1c66a1764d26007f6f
|
| 3 |
+
size 449129957
|
data/gaussian_noise-00000-of-00001.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:8d3cfd6a2ab8e653d17260ea1ea0608ec175744842d1e1a7aef029a2dcfb9a44
|
| 3 |
+
size 458555370
|
data/grayscale-00000-of-00001.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:4188558d11289b5d6387f6d8590073082ac8837d7629054218967bff8454d64f
|
| 3 |
+
size 167644315
|
data/heavy_geometric-00000-of-00001.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:bae28f07428b65a7826f05343dca14c1908710fe364aaca224120c8f1d4b775e
|
| 3 |
+
size 294952769
|
data/hed_stain_augmentation-00000-of-00001.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:d32f361cdbdcb7292d19d765bce08e5187fe378a4c39494c6a29ce3ab3ffd068
|
| 3 |
+
size 296624638
|
data/macenko_normalization-00000-of-00001.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:ec7d5293d0d34785a27fcf42afdc9f24e6a07d03155006ce771c21b1e5b51585
|
| 3 |
+
size 303727615
|