EMS Image Dataset
Versions
2024-03-28 10:33am
v18
· 3 months ago
2024-02-10 8:51pm
v15
· 5 months ago
ExamGuard
v14
· 5 months ago
2024-01-15 9:45pm
v13
· 5 months ago
2024-01-11 2:58am
v12
· 6 months ago
2023-12-16 10:14pm
v11
· 6 months ago
2023-12-02 3:21pm
v10
· 7 months ago
2023-12-02 2:41pm
v9
· 7 months ago
2023-11-14 3:06pm
v8
· 7 months ago
2023-11-05 9:24pm
v7
· 8 months ago
2023-10-26 1:32pm
v6
· 8 months ago
2023-10-26 12:02pm
v5
· 8 months ago
2023-10-19 12:18pm
v4
· 8 months ago
2023-10-19 9:27am
v3
· 8 months ago
2023-10-18 7:31pm
v2
· 8 months ago
2023-10-11 9:03pm
v1
· 9 months ago
v18
2024-03-28 10:33am
Generated on Mar 28, 2024
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.
4437 Total Images
View All Images
Dataset Split
Train Set 88%
3897Images
Valid Set 8%
361Images
Test Set 4%
179Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 24% Maximum Zoom
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