capstone_1 Image Dataset
Versions
2023-05-31 2:38pm
v11
May 31, 2023
final_Data
v10
May 27, 2023
2023-05-26 11:42pm
v9
May 26, 2023
2023-05-26 11:26pm
v7
May 26, 2023
2023-05-26 9:43am
v6
May 26, 2023
2023-05-26 9:27am
v5
May 26, 2023
2023-05-22 4:09pm
v4
May 22, 2023
2023-05-22 3:57pm
v3
May 22, 2023
2023-05-15 10:17pm
v2
May 15, 2023
2023-05-15 7:00pm
v1
May 15, 2023
v10
final_Data
Generated on May 27, 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.
3461 Total Images
View All Images
Dataset Split
Train Set 88%
3033Images
Valid Set 8%
284Images
Test Set 4%
144Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Noise: Up to 7% of pixels
Bounding Box: Brightness: Between -16% and +16%
Bounding Box: Noise: Up to 5% of pixels
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