Dataset Versions
Versions
All Classes - Full DeepHCC Mon 27 Mar 2023
v9
· 2 years ago
Transferred Learning - Full DeepHCC Mon 27 Mar 2023
v8
· 2 years ago
Balanced - Full DeepHCC Tue 14 Mar 2023
v7
· 2 years ago
Augmented - Null Ful DeepHCC Fri 24 Feb 2023
v6
· 2 years ago
Augmented Full DeepHCC Fri 24 Feb 2023
v5
· 2 years ago
Full DeepHCC Fri 24 Feb 2023
v4
· 2 years ago
Semi DeepHCC Sat 18 Feb 2023
v3
· 2 years ago
Medium DeepHCC Thu 16 Feb 2023
v2
· 2 years ago
Small DeepHCC Web 15 Feb 2023
v1
· 2 years ago
v8
Transferred Learning - Full DeepHCC Mon 27 Mar 2023
Generated on Mar 27, 2023
Popular Download Formats
YOLOv11
TXT annotations and YAML config used with YOLOv11.
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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5157 Total Images
View All Images
Dataset Split
Train Set 87%
4506Images
Valid Set 4%
212Images
Test Set 9%
439Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied
Modify Classes: 0 remapped, 3 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal
Mosaic: Applied