Dataset Versions
Versions
2023-02-18 12:21pm
v17
· 2 years ago
2022-09-14 8:47pm
v16
· 2 years ago
2022-09-14 2:41pm
v15
· 2 years ago
Ralphs Trip 5
v14
· 2 years ago
Ralphs Revision
v13
· 2 years ago
Ralphs Trip 4
v12
· 2 years ago
Ralphs Trip 3
v11
· 2 years ago
Ralphs Trip -2
v10
· 2 years ago
rotate-blur
v9
· 2 years ago
416
v8
· 2 years ago
no contrast-412
v7
· 2 years ago
320
v6
· 2 years ago
2022-06-04 2:10pm
v5
· 2 years ago
Full Set
v4
· 3 years ago
Ralphs labeler no shear
v3
· 3 years ago
Ralphs Sale Labeler
v1
· 3 years ago
v6
320
Generated on Jun 4, 2022
Popular Download Formats
YOLOv11
TXT annotations and YAML config used with YOLOv11.
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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1272 Total Images
View All Images
Dataset Split
Train Set 90%
1140Images
Valid Set 6%
72Images
Test Set 5%
60Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 320x320
Auto-Adjust Contrast: Using Histogram Equalization
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -20° and +20°
Blur: Up to 2px
Noise: Up to 1% of pixels