router detection Dataset
Versions
data_video
v38
· 2 years ago
2022-07-31 2:17pm
v34
· 2 years ago
our-cables
v20
· 2 years ago
2022-07-19 1:45pm
v19
· 2 years ago
2022-07-19 12:51pm
v16
· 2 years ago
cables
v15
· 2 years ago
router-cable
v13
· 2 years ago
conn-data
v11
· 2 years ago
2022-07-14 10:37am
v10
· 2 years ago
2022-07-14 10:15am
v9
· 2 years ago
big_router_v8
v8
· 2 years ago
v7_rotuer
v7
· 2 years ago
2022-07-08 3:51pm
v6
· 2 years ago
val_router_dataset
v4
· 2 years ago
2022-07-06 10:06am
v1
· 2 years ago
v16
2022-07-19 12:51pm
Generated on Jul 19, 2022
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YOLOv9
TXT annotations and YAML config used with YOLOv9.
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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
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980 Total Images
View All Images
Dataset Split
Train Set 92%
900Images
Valid Set 4%
42Images
Test Set 4%
38Images
Preprocessing
Resize: Fit within 416x416
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±7° Vertical
Bounding Box: Flip: Horizontal, Vertical