CoilDataV2 Image Dataset
Versions
middle ver.1.3 2022-06-29 4:40pm
v14
Jun 29, 2022
middle ver.1.2 2022-06-28 9:07pm
v13
Jun 28, 2022
middle ver.1.1 2022-06-28 4:05pm
v12
Jun 28, 2022
middle ver.1.0 2022-06-27 8:19pm
v11
Jun 27, 2022
tiny ver.3.1 2022-06-23 5:54pm
v10
Jun 23, 2022
tiny ver.3.0 2022-06-23 3:57pm
v9
Jun 23, 2022
tiny ver.2.3 2022-06-22 7:12pm
v8
Jun 22, 2022
tiny ver.2.2 2022-06-22 3:50pm
v7
Jun 22, 2022
tiny ver.2.1 2022-06-21 8:03pm
v6
Jun 21, 2022
tiny ver.2.0 2022-06-21 4:17pm
v4
Jun 21, 2022
tinyDataset-addHuman-v2
v3
Jun 20, 2022
tinyDataset-addHuman
v2
Jun 20, 2022
v10
tiny ver.3.1 2022-06-23 5:54pm
Generated on Jun 23, 2022
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.
1042 Total Images
View All Images
Dataset Split
Train Set 90%
933Images
Valid Set 6%
66Images
Test Set 4%
43Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Augmentations
Outputs per training example: 3
Mosaic: Applied
Bounding Box: Crop: 0% Minimum Zoom, 10% Maximum Zoom
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Brightness: Between -10% and +10%
Bounding Box: Exposure: Between -10% and +10%
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