TESIS DETECCION DE OBJETOS Image Dataset
Versions
2023-10-15 5:06am
v9
· 9 months ago
2023-10-15 2:51am
v8
· 9 months ago
v4
v7
· 9 months ago
2023-10-14 7:42pm
v6
· 9 months ago
2023-10-14 7:42pm
v5
· 9 months ago
2023-10-14 7:39pm
v4
· 9 months ago
2023-10-14 4:02pm
v3
· 9 months ago
2023-10-13 9:19pm
v2
· 9 months ago
2023-10-13 6:49pm
v1
· 9 months ago
v4
2023-10-14 7:39pm
Generated on Oct 15, 2023
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.
1748 Total Images
View All Images
Dataset Split
Train Set 82%
1428Images
Valid Set 9%
155Images
Test Set 9%
165Images
Preprocessing
Auto-Orient: Applied
Isolate Objects: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Contrast Stretching
Tile: 3 rows x 3 columns
Modify Classes: 2 remapped, 0 dropped
Filter Null: Require all images to contain annotations.
Filter by Tag: 0 required, 3 dropped
Augmentations
Outputs per training example: 2
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Blur: Up to 2.5px
Cutout: 5 boxes with 16% size each
Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical
Bounding Box: Brightness: Between -25% and +25%
Bounding Box: Exposure: Between -25% and +25%
Bounding Box: Blur: Up to 2.5px
Bounding Box: Noise: Up to 5% of pixels
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