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thesis-4981u/7
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Thesis
Object Detection
Overview
Images
6138
Dataset
7
Model
3
API Docs
Analytics
Dataset Versions
Try Pre-Trained Model
Versions
2024-04-28 10:55am
v9
·
9 months ago
2024-04-27 8:52am
v8
·
9 months ago
2024-04-26 1:40pm
v7
·
10 months ago
2024-04-25 1:46pm
v6
·
10 months ago
2024-04-24 11:55pm
v5
·
10 months ago
2024-04-24 11:01pm
v4
·
10 months ago
2024-04-24 10:57pm
v3
·
10 months ago
v7
2024-04-26 1:40pm
Generated on Apr 26, 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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10761
Total Images
View All Images
Dataset Split
Train Set
86%
9246
Images
Valid Set
9%
1006
Images
Test Set
5%
509
Images
Preprocessing
Auto-Orient:
Applied
Resize:
Stretch to 416x416
Augmentations
Outputs per training example:
2
Grayscale:
Apply to 23% of images
Noise:
Up to 0.1% of pixels
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