ToyotaChallengeF23 Image Dataset
Versions
2023-10-29 1:50pm
v10
Oct 29, 2023
2023-10-29 1:50pm
v9
Oct 29, 2023
2023-10-29 12:07pm
v8
Oct 29, 2023
2023-10-29 12:06pm
v7
Oct 29, 2023
2023-10-29 11:06am
v6
Oct 29, 2023
2023-10-28 4:30pm
v5
Oct 28, 2023
2023-10-28 3:34pm
v4
Oct 28, 2023
2023-10-28 3:03pm
v3
Oct 28, 2023
2023-10-28 11:50am
v2
Oct 28, 2023
2023-10-28 11:45am
v1
Oct 28, 2023
v10
2023-10-29 1:50pm
Generated on Oct 29, 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.
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1182 Total Images
View All Images
Dataset Split
Train Set 96%
1131Images
Valid Set 4%
51Images
Test Set %
0Images
Preprocessing
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
Rotation: Between -45° and +45°
Brightness: Between -17% and +17%
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