TL_WR841N Dataset
Versions
2024-02-03 1:26pm
v16
· 8 months ago
2024-01-25 12:29pm
v15
· 8 months ago
2024-01-25 12-09pm rotation and flip
v14
· 8 months ago
2024-01-18 1:50pm
v13
· 8 months ago
2024-01-08 12:49am
v12
· 9 months ago
2024-01-06 6:20pm
v11
· 9 months ago
2023-12-22 2:08pm
v10
· 9 months ago
2023-12-22 12:26pm
v9
· 9 months ago
2023-12-22 11:26am
v8
· 9 months ago
2023-12-17 7:35pm
v7
· 9 months ago
2023-12-11 8:51pm
v6
· 10 months ago
2023-12-11 8:46pm
v5
· 10 months ago
2023-11-28 2:48pm
v4
· 10 months ago
2023-11-28 1:42pm
v3
· 10 months ago
2023-11-27 6:40pm
v2
· 10 months ago
2023-11-27 5:34pm
v1
· 10 months ago
v6
2023-12-11 8:51pm
Generated on Dec 11, 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.
1255 Total Images
View All Images
Dataset Split
Train Set 93%
1161Images
Valid Set 7%
94Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 512x512
Modify Classes: 2 remapped, 0 dropped
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 3
Flip: Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Shear: ±23° Horizontal, ±39° Vertical
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 1px
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical
Bounding Box: Exposure: Between -25% and +25%