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fabric-defect-detection-j7yad/7 (latest)
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fabric defect detection
Object Detection
Overview
Images
574
Dataset
10
Model
1
API Docs
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Dataset Versions
Try Pre-Trained Model
Versions
2024-10-16 1:57pm
v11
·
6 months ago
2024-09-26 9:54am
v10
·
6 months ago
2024-07-22 4:13pm
v9
·
8 months ago
2024-07-19 9:45am
v7
·
8 months ago
2024-07-17 2:51pm
v6
·
8 months ago
2024-07-10 2:30pm
v5
·
9 months ago
2024-07-10 2:28pm
v4
·
9 months ago
2024-07-10 2:08pm
v3
·
9 months ago
2024-07-10 2:05pm
v2
·
9 months ago
2024-07-04 10:12am
v1
·
9 months ago
v6
2024-07-17 2:51pm
Generated on Jul 17, 2024
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Dataset
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YOLOv11
TXT annotations and YAML config
used with
YOLOv11
.
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.
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288
Total Images
View All Images
Dataset Split
Train Set
78%
224
Images
Valid Set
17%
48
Images
Test Set
6%
16
Images
Preprocessing
Auto-Orient:
Applied
Resize:
Stretch to 256x256
Grayscale:
Applied
Tile:
2 rows x 2 columns
Augmentations
Outputs per training example:
3
Flip:
Horizontal, Vertical
Grayscale:
Apply to 100% of images
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