2024 FIRA Image Dataset
Versions
2024-03-20 12:17am
v13
Mar 19, 2024
2024-03-19 8:50pm
v12
Mar 19, 2024
2024-03-19 4:58pm
v11
Mar 19, 2024
2024-03-17 9:58pm
v10
Mar 17, 2024
2024-03-15 1:16pm
v9
Mar 15, 2024
2024-03-14 9:17pm
v8
Mar 14, 2024
2024-03-14 8:51pm
v7
Mar 14, 2024
2024-03-10 5:43pm
v6
Mar 10, 2024
2024-03-10 5:06am
v5
Mar 9, 2024
2024-03-10 4:36am
v4
Mar 9, 2024
2024-03-10 3:51am
v3
Mar 9, 2024
2024-03-10 3:19am
v2
Mar 9, 2024
2024-03-10 2:05am
v1
Mar 9, 2024
v13
2024-03-20 12:17am
Generated on Mar 19, 2024
Popular Download Formats
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.
MT-YOLOv6
MT-YOLOv6 TXT annotations used with meituan/YOLOv6.
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.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
Other Formats
Choose another format.
523 Total Images
View All Images
Dataset Split
Train Set 88%
459Images
Valid Set 8%
43Images
Test Set 4%
21Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x360
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Grayscale: Apply to 15% of images
Brightness: Between -25% and +25%
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 0.97% of pixels
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