student behavior Image Dataset
Versions
2023-08-30 1:01pm
v15
Aug 30, 2023
2023-08-30 10:14am
v14
Aug 30, 2023
2023-08-29 4:41pm
v13
Aug 29, 2023
2023-08-24 3:17pm
v12
Aug 24, 2023
2023-08-24 3:15pm
v11
Aug 24, 2023
2023-08-24 10:32am
v9
Aug 24, 2023
2023-08-23 4:05pm
v7
Aug 23, 2023
turn
v6
Aug 23, 2023
lower
v5
Aug 23, 2023
2023-08-14 4:20pm
v3
Aug 14, 2023
v15
2023-08-30 1:01pm
Generated on Aug 30, 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.
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4288 Total Images
View All ImagesDataset Split
Train Set 92%
3957Images
Valid Set 8%
331Images
Test Set %
0Images
Preprocessing
Resize: Stretch to 640x640
Modify Classes: 5 remapped, 6 dropped
Augmentations
Outputs per training example: 3
Rotation: Between -15° and +15°
Brightness: Between -10% and +10%
Exposure: Between -10% and +10%
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