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container-defect-detection-8yjig/9 (latest)
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Container Defect Detection
Object Detection
Overview
Images
5495
Dataset
9
Model
8
API Docs
Analytics
Dataset Versions
Try Pre-Trained Model
Versions
def-det_v9
v9
·
6 months ago
def-det_v8
v8
·
6 months ago
def-det_v7
v7
·
6 months ago
def-det_v6
v6
·
6 months ago
def-det_v5
v5
·
6 months ago
def-det_v2a
v4
·
6 months ago
def-det_v3
v3
·
6 months ago
def-det_v2
v2
·
6 months ago
detect_v1
v1
·
6 months ago
v9
def-det_v9
Generated on Oct 4, 2024
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Dataset
Popular Download Formats
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.
Other Formats
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5495
Total Images
View All Images
Dataset Split
Train Set
82%
4502
Images
Valid Set
12%
678
Images
Test Set
6%
315
Images
Preprocessing
Auto-Orient:
Applied
Resize:
Stretch to 640x640
Augmentations
No augmentations were applied.
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