DhakaPersons Image Dataset
v1
2023-06-28 10:28pm
Generated on Jun 28, 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.
12488 Total Images
View All Images
Dataset Split
Train Set 89%
11106Images
Valid Set 5%
684Images
Test Set 6%
698Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (black edges) in 1920x1024
Grayscale: Applied
Tile: 1 rows x 2 columns
Modify Classes: 11 remapped, 4 dropped
Filter Null: Require at least 96% of images to contain annotations.
Augmentations
Outputs per training example: 2
Shear: ±15° Horizontal, ±15° Vertical
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Cutout: 25 boxes with 10% size each
Mosaic: Applied
Bounding Box: Crop: 0% Minimum Zoom, 15% Maximum Zoom
road-users
4584 images
Road-Users
4584 images
road-users
910 images
test
3297 images
Bus-Truck-Car-Lorry-Bicycle-Auto
3236 images