Dataset Versions
Versions
Black- three-legged cat
v14
· 7 months ago
Distant_Cats_and_nulls
v13
· a year ago
Additional Human and Null Images
v12
· a year ago
Cats on cluttered backgrounds
v11
· a year ago
More null images - infrared cobwebs and rain
v10
· a year ago
Additional negative images with different backgrounds
v9
· a year ago
Cat on Wall
v8
· a year ago
Additional Black and White Cat Images
v7
· a year ago
Black Cat
v6
· a year ago
Improved night-time human detection
v5
· a year ago
2023-10-11 7:57pm
v4
· a year ago
2023-10-08 10:27pm
v3
· a year ago
2023-10-08 9:14pm
v2
· a year ago
2023-10-08 7:39pm
v1
· a year ago
v14
Black- three-legged cat
Generated on May 11, 2024
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YOLOv11
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TXT annotations and YAML config used with YOLOv5.
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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.
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3028 Total Images
View All Images
Dataset Split
Train Set 84%
2535Images
Valid Set 11%
331Images
Test Set 5%
162Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical