no sev with nulls Image Dataset
Versions
1800img
v22
Jun 23, 2024
2024-06-16 12:23pm
v21
Jun 16, 2024
2024-06-16 12:22pm
v20
Jun 16, 2024
2500img
v19
Jun 16, 2024
2000img
v18
Jun 16, 2024
1500img
v17
Jun 16, 2024
1000img
v16
Jun 14, 2024
500img
v15
Jun 14, 2024
preprocess_contrast
v13
Jun 14, 2024
preprocess_adoptive_histogram
v12
Jun 11, 2024
preprocess_croped
v11
Jun 11, 2024
832
v10
Jun 10, 2024
preproccesshistogram
v9
May 30, 2024
grayscale832
v7
May 28, 2024
1400
v6
May 28, 2024
1024
v5
May 27, 2024
320
v4
May 27, 2024
640
v3
May 26, 2024
baseline
v1
May 22, 2024
v21
2024-06-16 12:23pm
Generated on Jun 16, 2024
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.
6689 Total Images
View All Images
Dataset Split
Train Set 92%
6135Images
Valid Set 3%
204Images
Test Set 5%
350Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 832x832
Augmentations
Outputs per training example: 3
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: Crop: 0% Minimum Zoom, 10% Maximum Zoom
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical
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