Dataset Versions
Versions
com_pessoas
v10
· 2 years ago
final_v2
v9
· 2 years ago
final
v8
· 2 years ago
2022-06-28 4:21pm
v7
· 2 years ago
2022-06-28 4:18pm
v6
· 2 years ago
2022-06-28 4:17pm
v5
· 2 years ago
2022-06-28 1:16pm
v4
· 2 years ago
2022-06-28 9:16am
v3
· 2 years ago
2022-06-27 11:54am
v2
· 2 years ago
2022-06-26 8:08pm
v1
· 2 years ago
v5
2022-06-28 4:17pm
Generated on Jun 28, 2022
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.
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674 Total Images
View All Images
Dataset Split
Train Set 94%
633Images
Valid Set 3%
20Images
Test Set 3%
21Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Rotation: Between -15° and +15°
Grayscale: Apply to 25% of images
Saturation: Between -99% and +99%
Brightness: Between -67% and +67%
Blur: Up to 5.25px
Cutout: 25 boxes with 15% size each
Bounding Box: Flip: Horizontal