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car-model-cy5xi/8 (latest)
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Car model
Object Detection
Overview
Images
2247
Dataset
6
Model
6
API Docs
Analytics
Dataset Versions
Try Pre-Trained Model
Versions
2023-11-29 4:37pm
v8
·
a year ago
2023-11-17 4:11pm
v5
·
a year ago
2023-11-16 4:43pm
v4
·
a year ago
2023-11-16 3:25pm
v3
·
a year ago
2023-11-15 5:24pm
v2
·
a year ago
2023-11-15 4:49pm
v1
·
a year ago
v8
2023-11-29 4:37pm
Generated on Nov 29, 2023
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Dataset
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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.
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5388
Total Images
View All Images
Dataset Split
Train Set
87%
4713
Images
Valid Set
8%
450
Images
Test Set
4%
225
Images
Preprocessing
Filter Null:
Require all images to contain annotations.
Augmentations
Outputs per training example:
3
Brightness:
Between -36% and +36%
Noise:
Up to 4% of pixels
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