pasto Image Dataset
Versions
2023-10-24 6:40pm
v21
Oct 24, 2023
2023-10-20 11:53pm
v20
Oct 21, 2023
2023-10-20 5:01pm
v19
Oct 20, 2023
2023-10-19 6:28pm
v18
Oct 19, 2023
2023-10-18 5:33pm
v17
Oct 18, 2023
2023-10-18 9:08am
v16
Oct 18, 2023
2023-10-16 11:06am
v15
Oct 16, 2023
2023-10-13 1:18am
v14
Oct 13, 2023
2023-10-12 6:05pm
v13
Oct 12, 2023
2023-10-11 2:45pm
v12
Oct 11, 2023
2023-10-10 5:12pm
v11
Oct 10, 2023
2023-10-10 4:56pm
v10
Oct 10, 2023
2023-10-10 12:49pm
v9
Oct 10, 2023
2023-10-09 5:48pm
v8
Oct 9, 2023
2023-10-09 5:45pm
v7
Oct 9, 2023
2023-10-06 12:36pm
v6
Oct 6, 2023
2023-10-05 3:07pm
v5
Oct 5, 2023
2023-10-04 9:43am
v4
Oct 4, 2023
2023-10-04 9:42am
v3
Oct 4, 2023
2023-09-05 6:48pm
v2
Sep 5, 2023
2023-09-04 4:11pm
v1
Sep 4, 2023
v21
2023-10-24 6:40pm
Generated on Oct 24, 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
Choose another format.
2418 Total Images
View All ImagesDataset Split
Train Set 88%
2118Images
Valid Set 8%
202Images
Test Set 4%
98Images
Preprocessing
Auto-Orient: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Hue: Between -15° and +15°
Saturation: Between -30% and +30%
Brightness: Between -21% and +21%
Exposure: Between -19% and +19%
Blur: Up to 1.5px
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