ElComps Image Dataset
Versions
2024-05-24 9:32am
v9
· a month ago
2024-05-24 9:00am
v8
· a month ago
2024-05-23 3:35pm
v7
· a month ago
2024-05-23 3:08pm
v6
· a month ago
2024-05-11 8:13pm
v5
· 2 months ago
2024-04-09 10:32pm
v4
· 3 months ago
2024-04-03 8:11pm
v3
· 3 months ago
2024-03-16 9:13am
v2
· 3 months ago
2024-03-15 3:04pm
v1
· 3 months ago
v9
2024-05-24 9:32am
Generated on May 24, 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.
2976 Total Images
View All Images
Dataset Split
Train Set 92%
2748Images
Valid Set 8%
228Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -2° and +2°
Hue: Between -10° and +10°
Saturation: Between -20% and +20%
Brightness: Between -10% and +10%
Exposure: Between -5% and +5%
Blur: Up to 0.2px
Noise: Up to 0.1% of pixels
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