Suspecious activities Image Dataset
Versions
2023-11-05 4:23pm
v12
Nov 5, 2023
2023-11-01 10:52pm
v11
Nov 1, 2023
2023-11-01 10:40pm
v10
Nov 1, 2023
2023-11-01 10:38pm
v9
Nov 1, 2023
2023-09-03 6:18pm
v8
Sep 3, 2023
2023-09-02 10:56pm
v7
Sep 2, 2023
2023-09-02 9:29pm
v6
Sep 2, 2023
2023-09-02 7:41pm
v5
Sep 2, 2023
2023-09-02 7:34pm
v4
Sep 2, 2023
2023-09-01 9:07pm
v3
Sep 1, 2023
2023-08-13 2:39pm
v2
Aug 13, 2023
2023-08-13 1:42pm
v1
Aug 13, 2023
v6
2023-09-02 9:29pm
Generated on Sep 2, 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.
7755 Total Images
View All Images
Dataset Split
Train Set 88%
6850Images
Valid Set 10%
772Images
Test Set 2%
133Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Augmentations
Outputs per training example: 2
Flip: Horizontal, Vertical
Rotation: Between -45° and +45°
Blur: Up to 2.5px
Noise: Up to 5% of pixels
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Noise: Up to 5% of pixels
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