Graduate Image Dataset
Versions
2023-12-20 9:47am
v16
Dec 20, 2023
2023-12-20 9:46am
v15
Dec 20, 2023
2023-12-20 9:43am
v14
Dec 20, 2023
2023-12-20 9:22am
v13
Dec 20, 2023
2023-12-20 9:15am
v12
Dec 20, 2023
2023-12-20 9:14am
v11
Dec 20, 2023
2023-12-20 9:12am
v10
Dec 20, 2023
2023-12-20 9:11am
v9
Dec 20, 2023
2023-12-20 9:10am
v8
Dec 20, 2023
2023-12-20 9:08am
v7
Dec 20, 2023
2023-12-20 9:04am
v6
Dec 20, 2023
2023-12-19 3:57pm
v5
Dec 19, 2023
2023-12-19 2:35pm
v4
Dec 19, 2023
2023-12-19 1:20pm
v3
Dec 19, 2023
2023-12-19 9:09am
v2
Dec 19, 2023
2023-12-18 5:32pm
v1
Dec 18, 2023
v16
2023-12-20 9:47am
Generated on Dec 20, 2023
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.
728 Total Images
View All ImagesDataset Split
Train Set 87%
636Images
Valid Set 9%
64Images
Test Set 4%
28Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (black edges) in 640x640
Tile: 2 rows x 2 columns
Augmentations
Outputs per training example: 3
Brightness: Between -14% and +14%
Exposure: Between -17% and +17%
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