TRY THIS MODEL
Drop image here to test
vehicle-classification-dq2b1/3
Go to Universe Home
Sign In
Sign In or Sign Up
Roboflow App
Roboflow App
Documentation
Documentation
Documentation
Edit Project
vehicle classification
Object Detection
Overview
Images
1458
Dataset
4
Model
4
API Docs
Analytics
Dataset Versions
Try Pre-Trained Model
Versions
Heterogenous vehicle classification version 4
v4
·
5 months ago
Heterogenous vehicle classification version 3
v3
·
5 months ago
Heterogenous vehicle classification version 2
v2
·
5 months ago
Heterogenous vehicle classification version 1
v1
·
5 months ago
v3
Heterogenous vehicle classification version 3
Generated on Oct 31, 2024
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.
2483
Total Images
View All Images
Dataset Split
Train Set
88%
2175
Images
Valid Set
8%
204
Images
Test Set
4%
104
Images
Preprocessing
Auto-Orient:
Applied
Static Crop:
25-75% Horizontal Region, 25-75% Vertical Region
Resize:
Stretch to 640x640
Auto-Adjust Contrast:
Using Adaptive Equalization
Grayscale:
Applied
Augmentations
Outputs per training example:
3
Flip:
Horizontal
Rotation:
Between -15° and +15°
Shear:
±10° Horizontal, ±10° Vertical
Noise:
Up to 0.1% of pixels
Similar Projects
See More
Object Detection
smart traffic management
smart traffic system
5051 images
Object Detection
Model
snap
data_labeling
Abhina
106 images
1 model
Object Detection
Model
snap
Traffic_congestion_Analysis
Bincy
1000 images
2 models
Object Detection
New_car_types
Swakshwar Ghosh
185 images
Object Detection
indian autos
Swakshwar Ghosh
481 images