ERV Machine Image Dataset
Versions
2024-04-18 3:17pm
v11
Apr 18, 2024
2024-04-08 2:47am
v10
Apr 7, 2024
2024-04-08 2:00am
v9
Apr 7, 2024
2024-04-04 1:56pm
v8
Apr 4, 2024
2024-03-26 5:34pm
v7
Mar 26, 2024
2024-03-22 5:19pm
v6
Mar 22, 2024
2024-03-10 8:01pm
v5
Mar 10, 2024
2024-03-01 4:46pm
v4
Mar 1, 2024
2024-03-01 11:58am
v3
Mar 1, 2024
2024-02-11 3:22pm
v1
Feb 11, 2024
v11
2024-04-18 3:17pm
Generated on Apr 18, 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.
7305 Total Images
View All ImagesDataset Split
Train Set 87%
6336Images
Valid Set 9%
655Images
Test Set 4%
314Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
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