PGC Image Dataset
Versions
2023-08-08 6:41am
v16
Aug 8, 2023
2023-08-08 6:31am
v15
Aug 8, 2023
2023-08-08 6:26am
v14
Aug 8, 2023
2023-08-08 6:19am
v13
Aug 8, 2023
2023-08-08 6:13am
v12
Aug 8, 2023
2023-08-08 6:01am
v11
Aug 8, 2023
2023-08-08 5:54am
v10
Aug 8, 2023
2023-08-08 4:55am
v9
Aug 8, 2023
2023-03-15 3:04am
v8
Mar 15, 2023
2023-01-11 1:15am
v7
Jan 11, 2023
2023-01-11 1:11am
v6
Jan 11, 2023
2023-01-10 10:16pm
v5
Jan 11, 2023
2022-10-15 1:19pm
v4
Oct 15, 2022
2022-10-15 1:12am
v3
Oct 15, 2022
2022-10-01 11:05pm
v2
Oct 2, 2022
2022-09-26 9:56pm
v1
Sep 27, 2022
v6
2023-01-11 1:11am
Generated on Jan 11, 2023
Popular Download Formats
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.
MT-YOLOv6
MT-YOLOv6 TXT annotations used with meituan/YOLOv6.
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.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
Other Formats
Choose another format.
5095 Total Images
View All Images
Dataset Split
Train Set 86%
4395Images
Valid Set 8%
406Images
Test Set 6%
294Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Modify Classes: 14 remapped, 3 dropped
Augmentations
Outputs per training example: 2
Rotation: Between -45° and +45°
Bounding Box: Shear: ±20° Horizontal, ±20° Vertical
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