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object-detection-qpw8m/6 (latest)
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Object Detection
Object Detection
Overview
Images
1367
Dataset
10
Model
3
API Docs
Analytics
Dataset Versions
Try Pre-Trained Model
Versions
v10-v5_benchmark
v10
·
2 years ago
v9-bb_crop
v9
·
2 years ago
v8-bb_brightness
v8
·
2 years ago
v7-crop
v7
·
2 years ago
v6
v6
·
3 years ago
v5
v5
·
3 years ago
v4-no_crop-rebalance
v4
·
3 years ago
v3-no_crop
v3
·
3 years ago
v2-rebalance
v2
·
3 years ago
v1-static_crop-blur-exposure
v1
·
3 years ago
v10
v10-v5_benchmark
Generated on Jul 3, 2022
Download
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.
3733
Total Images
View All Images
Dataset Split
Train Set
95%
3549
Images
Valid Set
3%
97
Images
Test Set
2%
87
Images
Preprocessing
Auto-Orient:
Applied
Resize:
Stretch to 416x416
Augmentations
Outputs per training example:
3
Hue:
Between -25° and +25°
Brightness:
Between 0% and +20%
Blur:
Up to 1px
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