CXR Dataset
Versions
2023-10-24 12:41pm
v14
· a year ago
2023-10-11 7:49am
v13
· a year ago
2023-10-10 6:12pm
v12
· a year ago
2023-10-09 9:55am
v11
· a year ago
2023-10-09 9:28am
v10
· a year ago
2023-10-09 8:52am
v9
· a year ago
2023-10-09 8:39am
v8
· a year ago
2023-10-09 8:32am
v5
· a year ago
2023-10-07 4:54pm
v4
· a year ago
2023-10-07 8:42am
v3
· a year ago
2023-10-07 8:41am
v2
· a year ago
2023-10-07 6:57am
v1
· a year ago
v14
2023-10-24 12:41pm
Generated on Oct 24, 2023
Popular Download Formats
YOLOv9
TXT annotations and YAML config used with YOLOv9.
YOLOv8
TXT annotations and YAML config used with YOLOv8.
YOLOv5
TXT annotations and YAML config used with YOLOv5.
YOLOv7
TXT annotations and YAML config used with YOLOv7.
COCO JSON
COCO JSON annotations are used with EfficientDet Pytorch and Detectron 2.
YOLO Darknet
Darknet TXT annotations used with YOLO Darknet (both v3 and v4) and YOLOv3 PyTorch.
Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
TFRecord
TFRecord binary format used for both Tensorflow 1.5 and Tensorflow 2.0 Object Detection models.
PaliGemma
PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
Other Formats
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2036 Total Images
View All Images
Dataset Split
Train Set 95%
1944Images
Valid Set 5%
92Images
Test Set %
0Images
Preprocessing
Modify Classes: 6 remapped, 2 dropped
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 3
Rotation: Between -15° and +15°
Brightness: Between -11% and +11%
Exposure: Between -9% and +9%