router detection Image Dataset
Versions
data_video
v38
Aug 8, 2022
2022-07-31 2:17pm
v34
Jul 31, 2022
our-cables
v20
Jul 19, 2022
2022-07-19 1:45pm
v19
Jul 19, 2022
2022-07-19 12:51pm
v16
Jul 19, 2022
cables
v15
Jul 19, 2022
router-cable
v13
Jul 18, 2022
conn-data
v11
Jul 17, 2022
2022-07-14 10:37am
v10
Jul 14, 2022
2022-07-14 10:15am
v9
Jul 14, 2022
big_router_v8
v8
Jul 13, 2022
v7_rotuer
v7
Jul 8, 2022
2022-07-08 3:51pm
v6
Jul 8, 2022
val_router_dataset
v4
Jul 6, 2022
2022-07-06 10:06am
v1
Jul 6, 2022
v38
data_video
Generated on Aug 8, 2022
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YOLOv9
TXT annotations and YAML config used with YOLOv9.
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YOLOv7
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COCO JSON
COCO JSON annotations are used with EfficientDet Pytorch and Detectron 2.
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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.
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2342 Total Images
View All Images
Dataset Split
Train Set 91%
2137Images
Valid Set 5%
111Images
Test Set 4%
94Images
Preprocessing
Resize: Fit within 516x516
Augmentations
Outputs per training example: 3
Rotation: Between -8° and +8°
Grayscale: Apply to 55% of images
Blur: Up to 2.75px
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