Dataset Versions
Versions
EfficientDetD3_896
v8
· 8 months ago
EfficientDetD2_768
v7
· 8 months ago
SSDMobileNetV2_320
v6
· 8 months ago
centernet_hourglass104_512
v5
· 8 months ago
EarDetectionPaper-FasterRCNNResnet
v4
· 8 months ago
2022-11-15 7:19pm
v3
· 2 years ago
2022-11-09 9:38pm
v2
· 2 years ago
2022-11-01 4:48pm
v1
· 2 years ago
v5
centernet_hourglass104_512
Generated on Apr 27, 2024
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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784 Total Images
View All Images
Dataset Split
Train Set 87%
684Images
Valid Set %
0Images
Test Set 13%
100Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 512x512
Modify Classes: 0 remapped, 1 dropped
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Shear: ±15° Horizontal, ±15° Vertical
Brightness: Between -25% and +25%
Bounding Box: Rotation: Between -45° and +45°