Detection Image Dataset
Versions
2024-03-10 9:20pm
v11
· 4 months ago
2023-12-15 1:06pm
v10
· 6 months ago
2023-11-13 9:09pm
v9
· 7 months ago
2023-11-13 8:55pm
v8
· 7 months ago
2023-09-25 1:17pm
v7
· 9 months ago
2023-09-25 12:20pm
v6
· 9 months ago
2023-09-22 8:18pm
v5
· 9 months ago
2023-09-05 12:15pm
v4
· 10 months ago
2023-09-05 12:15pm
v3
· 10 months ago
2023-09-04 8:28pm
v2
· 10 months ago
2023-09-04 12:03pm
v1
· 10 months ago
v11
2024-03-10 9:20pm
Generated on Mar 10, 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.
3236 Total Images
View All Images
Dataset Split
Train Set 92%
2988Images
Valid Set 4%
124Images
Test Set 4%
124Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Tile: 2 rows x 2 columns
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Hue: Between -9° and +9°
Noise: Up to 1% of pixels
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