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CV_asssignment_pizza_dataset
Object Detection
Overview
Images
1399
Dataset
11
Model
9
API Docs
Analytics
Dataset Versions
Try Pre-Trained Model
Versions
YOLOv8 trained with dataset v3
v15
·
a year ago
YOLOv5 Simulate dataset v3
v11
·
a year ago
YOLOv5 Simulate dataset v8
v10
·
a year ago
YOLOv8 simulate dataset v8
v9
·
a year ago
dataset_1399_images
v8
·
a year ago
YOLOv8 data_3504images
v7
·
a year ago
data_973images
v6
·
a year ago
data_800images
v5
·
a year ago
dataset_471_images
v3
·
a year ago
classfication_dataset
v2
·
a year ago
2023-11-26 5:27pm
v1
·
a year ago
v10
YOLOv5 Simulate dataset v8
Generated on Jan 7, 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
Choose another format.
11860
Total Images
View All Images
Dataset Split
Train Set
84%
9912
Images
Valid Set
10%
1140
Images
Test Set
7%
808
Images
Preprocessing
Auto-Orient:
Applied
Dynamic Crop:
Class: pizza
Auto-Adjust Contrast:
Using Contrast Stretching
Tile:
2 rows x 2 columns
Augmentations
Outputs per training example:
3
Flip:
Horizontal, Vertical
90° Rotate:
Clockwise, Counter-Clockwise, Upside Down
Rotation:
Between -13° and +13°
Brightness:
Between -25% and +25%
Exposure:
Between -13% and +13%
Blur:
Up to 2.5px
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