Dataset Versions
Versions
Se hace nueva distribucion
v11
· 2 years ago
Se agrega puertas abiertas y cerradas
v10
· 2 years ago
se corrige dataset bebiendo
v9
· 2 years ago
se corrige fumando
v8
· 2 years ago
se agrega celulares- se corrige fumando y hablando celular
v7
· 2 years ago
Ajuste Test y Valid
v6
· 2 years ago
Se agrega saboteo y se depura dataset
v3
· 2 years ago
2023-05-31 10:12pm
v2
· 2 years ago
2023-05-26 10:17am
v1
· 2 years ago
v6
Ajuste Test y Valid
Generated on Jun 5, 2023
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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18840 Total Images
View All Images
Dataset Split
Train Set 84%
15864Images
Valid Set 4%
832Images
Test Set 11%
2144Images
Preprocessing
Resize: Stretch to 640x640
Grayscale: Applied
Tile: 2 rows x 2 columns
Augmentations
Outputs per training example: 2
Rotation: Between -15° and +15°
Mosaic: Applied
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical
Bounding Box: Noise: Up to 5% of pixels