Dataset Versions
Versions
2024-10-21 7:13pm
v23
· 23 days ago
2024-10-08 10:00pm
v22
· a month ago
2024-10-08 7:26pm
v21
· a month ago
2024-10-03 4:08pm
v20
· a month ago
2024-10-03 2:26pm
v19
· a month ago
2024-09-19 7:34pm
v18
· 2 months ago
2024-09-12 8:53pm
v17
· 2 months ago
2024-09-11 8:23pm
v15
· 2 months ago
2024-09-11 8:01pm
v14
· 2 months ago
2024-08-15 8:53pm
v13
· 3 months ago
2024-04-09_Deteccion_palmas
v12
· 7 months ago
2024-02-08 1:21pm
v11
· 9 months ago
2024-02-08 11:36am
v10
· 9 months ago
2024-01-29 10:42am
v9
· 9 months ago
dataset_palmas
v7
· a year ago
modelo_palmas
v6
· a year ago
identificacion_palmas_3
v5
· a year ago
identificacion_palmas
v1
· a year ago
v5
identificacion_palmas_3
Generated on Nov 20, 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.
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996 Total Images
View All Images
Dataset Split
Train Set 88%
873Images
Valid Set 8%
80Images
Test Set 4%
43Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Fit within 640x640
Auto-Adjust Contrast: Using Histogram Equalization
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -20° and +20°
Shear: ±20° Horizontal, ±20° Vertical
Grayscale: Apply to 10% of images
Brightness: Between -30% and +30%
Blur: Up to 0.5px
Noise: Up to 10% of pixels