CGHD-full-supplemented Dataset
Versions
Dataset A
v14
· 2 years ago
Dataset B
v13
· 2 years ago
2022-09-12 10:23pm
v12
· 2 years ago
2022-09-12 10:07pm
v11
· 2 years ago
2022-09-12 9:34pm
v10
· 2 years ago
2022-09-12 9:05pm
v9
· 2 years ago
2022-09-12 8:50pm
v8
· 2 years ago
2022-09-11 11:39pm
v7
· 2 years ago
2022-09-08 3:59am
v6
· 2 years ago
2022-09-07 9:00pm
v5
· 2 years ago
2022-09-05 9:07am
v4
· 2 years ago
2022-09-05 4:42am
v3
· 2 years ago
2022-09-05 4:22am
v2
· 2 years ago
2022-09-04 8:10pm
v1
· 2 years ago
v3
2022-09-05 4:42am
Generated on Sep 5, 2022
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
Choose another format.
4137 Total Images
View All Images
Dataset Split
Train Set 89%
3687Images
Valid Set 7%
278Images
Test Set 4%
172Images
Preprocessing
Resize: Stretch to 1088x1088
Grayscale: Applied
Modify Classes: 4 remapped, 12 dropped
Augmentations
Outputs per training example: 3
Shear: ±20° Horizontal, ±20° Vertical
Hue: Between -25° and +25°
Saturation: Between -30% and +30%
Brightness: Between -25% and +25%
Blur: Up to 1px