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students-behaviors-detection-wkavr/4 (latest)
Versions
2025-03-18 4:32am
v23
·
7 days ago
2025-01-11 11:19am
v22
·
2 months ago
2024-10-10 11:56am
v19
·
5 months ago
Without Augmentation
v18
·
6 months ago
With Augmentation
v17
·
6 months ago
2024-09-24 8:44pm
v15
·
6 months ago
2024-09-23 10:22am
v14
·
6 months ago
Version13
v13
·
6 months ago
Version12
v12
·
6 months ago
Version11
v11
·
6 months ago
Version10
v10
·
6 months ago
Last Version
v9
·
6 months ago
Dataset_version_1
v4
·
7 months ago
Dtaset_Version_2
v3
·
7 months ago
v10
Version10
Generated on
Sep 16, 2024
Popular Download Formats
YOLOv11
TXT
annotations and YAML config used with YOLOv11.
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.
7285 Total Images
View All Images
Dataset Split
Train
Set
88%
6390Images
Valid
Set
8%
603Images
Test
Set
4%
292Images
Preprocessing
Auto-Orient:
Applied
Resize:
Stretch to 640x640
Augmentations
Outputs per training example:
3
Rotation:
Between -15° and +15°
Saturation:
Between -25% and +25%
Exposure:
Between -10% and +10%