Project Horse Dataset
Versions
2023-12-12 2:46pm
v14
· a year ago
2023-12-12 2:45pm
v13
· a year ago
2023-12-12 2:44pm
v12
· a year ago
2023-12-12 2:24pm
v11
· a year ago
2023-12-12 2:05pm
v10
· a year ago
2023-12-12 1:58pm
v9
· a year ago
2023-12-12 1:51pm
v8
· a year ago
2023-12-12 1:50pm
v7
· a year ago
2023-12-12 1:48pm
v6
· a year ago
2023-12-12 1:47pm
v5
· a year ago
2023-12-12 1:47pm
v4
· a year ago
2023-12-12 1:47pm
v3
· a year ago
2023-12-12 1:47pm
v2
· a year ago
2023-12-12 1:39pm
v1
· a year ago
v14
2023-12-12 2:46pm
Generated on Dec 12, 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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119 Total Images
View All Images
Dataset Split
Train Set 88%
105Images
Valid Set 8%
9Images
Test Set 4%
5Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 25% of images
Hue: Between -25° and +25°
Brightness: Between -25% and +25%
Blur: Up to 2.5px
Bounding Box: Exposure: Between -25% and +25%
Bounding Box: Blur: Up to 25px
Bounding Box: Noise: Up to 5% of pixels