pip install ikomia
About
1.1.0
MIT
Load VGG Image Annotator dataset
Task: ClassificationTask: Object detectionTask: Instance segmentation
vgg
dataset
annotation
json
train
dnn
Load VGG Image Annotator (VIA) dataset. This plugin converts a given dataset in VIA format to Ikomia format. Then, any training algorithms from the Ikomia marketplace can be connected to this converter.
🚀 Use with Ikomia API
1. Install Ikomia API
We strongly recommend using a virtual environment. If you're not sure where to start, we offer a tutorial here.
2. Create your workflow
[Change the sample image URL to fit algorithm purpose]
from ikomia.dataprocess.workflow import Workflow
from ikomia.utils import ik
# Initialize the workflow
wf = Workflow()
# Add the dataset loader to load your custom data and annotations
dataset = wf.add_task(name="dataset_via")
# Set parameters
dataset.set_parameters({
"via_json_file":"Path/to/via_json_file.json"
})
# Add the YoloV8 training algorithm
yolo = wf.add_task(name="train_yolo_v8")
# Launch your training on your data
wf.run()
☀️ Use with Ikomia Studio
Ikomia Studio offers a friendly UI with the same features as the API.
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If you haven't started using Ikomia Studio yet, download and install it from this page.
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For additional guidance on getting started with Ikomia Studio, check out this blog post.
📝 Set algorithm parameters
- via_json_via (str): Annotation file (.json).
from ikomia.dataprocess.workflow import Workflow
from ikomia.utils import ik
# Initialize the workflow
wf = Workflow()
# Add the dataset loader to load your custom data and annotations
dataset = wf.add_task(name="dataset_via")
# Set parameters
dataset.set_parameters({
"via_json_file":"Path/to/via_json_file.json"
})
Developer
Ikomia
License
MIT License
A short and simple permissive license with conditions only requiring preservation of copyright and license notices. Licensed works, modifications, and larger works may be distributed under different terms and without source code.
| Permissions | Conditions | Limitations |
|---|---|---|
Commercial use | License and copyright notice | Liability |
Modification | Warranty | |
Distribution | ||
Private use |
This is not legal advice: this description is for informational purposes only and does not constitute the license itself. Provided by choosealicense.com.