CSE327_Final Image Dataset
Versions
2024-05-14 5:21pm
v14
May 14, 2024
Real
v13
May 13, 2024
2024-05-13 12:51pm
v12
May 13, 2024
2024-05-13 12:50pm
v11
May 13, 2024
2024-05-13 12:49pm
v10
May 13, 2024
2024-05-13 12:38pm
v8
May 13, 2024
2024-05-13 10:00am
v6
May 13, 2024
2024-05-12 4:35pm
v4
May 12, 2024
2024-05-11 2:13pm
v3
May 11, 2024
2024-05-04 6:01pm
v2
May 4, 2024
2024-05-01 3:09pm
v1
May 1, 2024
v14
2024-05-14 5:21pm
Generated on May 14, 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
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2762 Total Images
View All Images
Dataset Split
Train Set 92%
2550Images
Valid Set 5%
128Images
Test Set 3%
84Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Rotation: Between -5° and +5°
Grayscale: Apply to 10% of images
Noise: Up to 0.5% of pixels
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