Toyota_Challenge Image Dataset
Versions
2023-10-28 3:04pm
v15
· 8 months ago
2023-10-28 3:04pm
v14
· 8 months ago
2023-10-28 3:04pm
v13
· 8 months ago
2023-10-28 2:25pm
v12
· 8 months ago
2023-10-28 2:24pm
v11
· 8 months ago
2023-10-28 2:24pm
v10
· 8 months ago
2023-10-28 1:51pm
v9
· 8 months ago
2023-10-28 1:49pm
v8
· 8 months ago
2023-10-28 1:47pm
v7
· 8 months ago
2023-10-28 1:47pm
v6
· 8 months ago
2023-10-28 12:50pm
v5
· 8 months ago
2023-10-28 12:48pm
v4
· 8 months ago
2023-10-28 12:40pm
v3
· 8 months ago
2023-10-28 12:39pm
v2
· 8 months ago
2023-10-28 12:33pm
v1
· 8 months ago
v13
2023-10-28 3:04pm
Generated on Oct 28, 2023
Popular Download Formats
YOLOv9
TXT annotations and YAML config used with YOLOv9.
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.
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.
PaliGemma
PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
Other Formats
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144 Total Images
View All Images
Dataset Split
Train Set 88%
126Images
Valid Set 9%
13Images
Test Set 3%
5Images
Preprocessing
No preprocessing steps were applied.
Augmentations
Outputs per training example: 3
Flip: Applied
90° Rotate: Clockwise, Counter-Clockwise
Saturation: Between -0% and +0%
Brightness: Between -48% and +48%
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