NavigatorForBlindPeople_4 Image Dataset
Versions
2024-06-11 11:57am
v12
· 18 days ago
2024-06-11 11:48am
v11
· 18 days ago
2024-06-11 11:44am
v10
· 18 days ago
2024-06-11 11:39am
v9
· 18 days ago
2024-06-11 11:29am
v8
· 18 days ago
2024-06-11 11:21am
v7
· 18 days ago
2024-06-11 11:10am
v6
· 18 days ago
2024-06-11 11:04am
v5
· 18 days ago
2024-06-11 10:52am
v4
· 18 days ago
2024-06-11 10:37am
v3
· 18 days ago
2024-06-11 10:24am
v2
· 18 days ago
2024-06-11 10:09am
v1
· 18 days ago
v12
2024-06-11 11:57am
Generated on Jun 11, 2024
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.
1806 Total Images
View All Images
Dataset Split
Train Set 100%
1806Images
Valid Set %
0Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 15% of images
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 1px
Noise: Up to 0.89% of pixels
Similar Projects
sign
1575 images
sign
1575 images
car-trafficsign
3169 images
do-not-enter-sign-speed-limit
2273 images
Person-and-Traffic-light
3879 images