Dataset Versions
Versions
2024-07-26 1:13pm
v13
· 4 months ago
2024-07-26 1:08pm
v12
· 4 months ago
2024-06-29 5:07pm
v11
· 5 months ago
2024-06-28 5:50pm
v10
· 5 months ago
2024-06-28 5:47pm
v9
· 5 months ago
2024-06-28 5:22pm
v8
· 5 months ago
2024-06-25 1:35am
v7
· 5 months ago
2024-06-24 1:14pm
v6
· 5 months ago
2024-06-23 12:33pm
v5
· 5 months ago
2024-06-22 5:45pm
v4
· 5 months ago
2024-06-16 5:21pm
v3
· 5 months ago
Imagens nao processadas
v2
· 5 months ago
Imagens processadas
v1
· 5 months ago
v12
2024-07-26 1:08pm
Generated on Jul 26, 2024
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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2442 Total Images
View All Images
Dataset Split
Train Set 68%
1665Images
Valid Set 16%
391Images
Test Set 16%
386Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 3
Rotation: Between -15° and +15°
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%