Assignment2 Image Dataset
Versions
2024-06-11 5:32pm
v17
· 19 days ago
2024-06-10 3:04pm
v16
· 21 days ago
2024-06-10 2:59pm
v15
· 21 days ago
2024-06-05 2:28pm
v13
· a month ago
2024-05-30 1:09pm
v12
· a month ago
2024-05-23 11:14am
v11
· a month ago
2024-05-20 10:45pm
v10
· a month ago
2024-05-14 2:48pm
v9
· 2 months ago
2024-05-14 2:29pm
v8
· 2 months ago
2024-05-14 1:15pm
v7
· 2 months ago
2024-05-12 2:40pm
v5
· 2 months ago
2024-05-09 7:02pm
v4
· 2 months ago
2024-05-09 4:30pm
v3
· 2 months ago
2024-05-09 11:06am
v2
· 2 months ago
2024-05-07 12:36pm
v1
· 2 months ago
v5
2024-05-12 2:40pm
Generated on May 12, 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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1125 Total Images
View All Images
Dataset Split
Train Set 87%
984Images
Valid Set 8%
95Images
Test Set 4%
46Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (black edges) in 640x640
Modify Classes: 0 remapped, 4 dropped
Augmentations
Outputs per training example: 3
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Blur: Up to 1px
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