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VENTOUX
Object Detection
Overview
Images
667
Dataset
13
Model
1
API Docs
Analytics
Dataset Versions
Versions
2024-11-20 11:44am
v13
·
3 months ago
2024-04-04 4:28pm
v12
·
a year ago
2023-12-20 10:09am
v11
·
a year ago
2023-12-19 5:36pm
v10
·
a year ago
2023-11-15 6:23pm
v9
·
a year ago
2023-11-15 6:04pm
v8
·
a year ago
2023-11-15 5:51pm
v7
·
a year ago
2023-11-08 8:19pm
v6
·
a year ago
2023-11-08 5:10pm
v5
·
a year ago
2023-11-04 3:07pm
v4
·
a year ago
2023-11-04 11:50am
v3
·
a year ago
2023-11-03 12:32am
v2
·
a year ago
2023-10-29 3:46pm
v1
·
a year ago
v10
2023-12-19 5:36pm
Generated on Dec 19, 2023
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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
Choose another format.
1580
Total Images
View All Images
Dataset Split
Train Set
87%
1380
Images
Valid Set
6%
101
Images
Test Set
6%
99
Images
Preprocessing
Auto-Orient:
Applied
Resize:
Fit within 640x640
Augmentations
Outputs per training example:
3
Flip:
Horizontal
Rotation:
Between -15° and +15°
Brightness:
Between -20% and +20%
Blur:
Up to 1.75px
Noise:
Up to 5% of pixels
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