EV Image Dataset
Versions
2023-08-09 4:55pm
v16
Aug 9, 2023
2023-07-17 5:45pm
v15
Jul 17, 2023
2023-06-20 3:06pm
v14
Jun 20, 2023
2023-04-17 1:32pm
v13
Apr 17, 2023
2023-03-16 11:56am
v12
Mar 16, 2023
2023-03-16 11:54am
v11
Mar 16, 2023
2023-03-16 11:37am
v10
Mar 16, 2023
2023-03-13 3:47pm
v9
Mar 13, 2023
2023-03-09 2:47pm
v8
Mar 9, 2023
2023-03-07 1:55pm
v7
Mar 7, 2023
2023-03-06 1:35pm
v6
Mar 6, 2023
2023-03-02 1:22pm
v5
Mar 2, 2023
2023-03-01 10:46am
v4
Mar 1, 2023
2023-02-28 4:53pm
v3
Feb 28, 2023
2023-02-28 3:41pm
v2
Feb 28, 2023
2023-02-28 11:12am
v1
Feb 28, 2023
v16
2023-08-09 4:55pm
Generated on Aug 9, 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.
6316 Total Images
View All Images
Dataset Split
Train Set 90%
5667Images
Valid Set 7%
415Images
Test Set 4%
234Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 0 remapped, 1 dropped
Augmentations
Outputs per training example: 3
Brightness: Between -50% and +50%
Exposure: Between -25% and +25%
Blur: Up to 1.25px
Mosaic: Applied
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