Racecars V5 Image Dataset
Versions!
2022-12-15 1:47pm
v18
· 2 years ago
4194
2022-12-15 1:41pm
v17
· 2 years ago
4194
640x640
Stretch to
2022-12-15 10:14am
v16
· 2 years ago
4194
416x416
Stretch to
2022-12-13 10:53am
v15
· 2 years ago
4122
416x416
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2022-12-13 12:23am
v13
· 2 years ago
4070
416x416
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2022-12-10 8:04pm
v12
· 2 years ago
3980
416x416
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Racecars V5 corrected
v5
· 2 years ago
3739
416x416
Stretch to
v18
2022-12-15 1:47pm
Generated on Dec 15, 2022
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.
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4194 Total Images
View All Images
Dataset Split
Train Set 86%
3606Images
Valid Set 9%
361Images
Test Set 5%
227Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x384
Augmentations
Outputs per training example: 3
Rotation: Between -15° and +15°
Grayscale: Apply to 25% of images
Hue: Between -25° and +25°
Blur: Up to 1.5px
Noise: Up to 7% of pixels
Cutout: 3 boxes with 32% size each
Mosaic: Applied
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