XRay Chest Nodule Image Dataset
Versions
Dataset_Augmented_3x_640x640
v7
Nov 25, 2021
Dataset_Augmented_3x_416x416
v6
Nov 25, 2021
Dataset_coba_Tensorflow2
v5
Nov 11, 2021
Dataset_Preprocessed_v4_Grayscale_AdaptiveEqualization_NoResize
v4
Nov 6, 2021
Dataset_Preproceesed_v3
v3
Nov 6, 2021
Dataset_Preproceesed_v2
v2
Nov 6, 2021
ChestX-ray_nodule
v1
Oct 30, 2021
v3
Dataset_Preproceesed_v3
Generated on Nov 6, 2021
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.
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4867 Total Images
View All Images
Dataset Split
Train Set 89%
4350Images
Valid Set 11%
517Images
Test Set %
0Images
Preprocessing
Resize: Stretch to 416x416
Grayscale: Applied
Auto-Adjust Contrast: Using Histogram Equalization
Augmentations
Outputs per training example: 3
Rotation: Between -15° and +15°
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