Why DS2.ai?
You can use auto annotation function with 10 annotations.
DS2.ai generate an AI model for auto annotation for your custom annotation classes and then annotate 10 times more than your annotations with the AI model.
Read more →
- Multi machine trainingBuild your model with AutoML or your custom parameter setting without coding.
After your annotation data is ready, You can train your own model with multi machine with 5 different option. (Tabular, Text, Image, Object Detection, Recommendation System)
Read more →
- Triton Inference Server DeploymentDeploy and manage AI with Triton Inference server.
Triton Inference Server helps standardize model deployment and execution and delivers fast and scalable AI in production.
Why DS2.ai?
You can use auto annotation function with 10 annotations.
DS2.ai generate an AI model for auto annotation for your custom annotation classes and then annotate 10 times more than your annotations with the AI model.
Read more → - Multi Machine TrainingBuild your model with AutoML or your custom parameter setting without coding.
After your annotation data is ready, You can train your own model with multi machine with 5 different option. (Tabular, Text, Image, Object Detection, Recommendation System)
Deploy and manage AI with Triton Inference server.
Triton Inference Server helps standardize model deployment and execution and delivers fast and scalable AI in production.
All processes of building your customized AI
DS2.ai supports all processes required in developing Customized AI. It is an AI-specialized platform service that collects data, builds a training dataset through data labeling, and enables the automatic development of artificial intelligence and easy deployment and operation.
You can also use built-in AI models.
You can also easily use built-in models.
You can easily use SOTA models including OCR, GPT, STT, TTS, Image to Text, Translations from hugging face without coding.
You can also use built-in AI models.
You can also easily use built-in models.
You can easily use SOTA models including OCR, GPT, STT, TTS, Image to Text, Translations from hugging face without coding.
API & Python SDK support
Build a data pipeline for MLOps at DS2.ai with API or Python SDK. they give you access to all of the processes from uploading and labeling data, to training and deploying the artificial intelligence model.
from ds2 import DS2
ds2 = DS2(apptoken=“s2234k3b4”)
ds2.predict(
"people.jpg",
quick_model_name = “person”
#model_id=20000 # Or You can also use your custmized AI.
)
{
"images": [
{
"id": "60a212aac869a1fea276480d",
"file_name": "/images/img_labelingExample.jpg",
"width": 4000,
"height": 2084
}
],
"type": "instances",
"annotations": [
{
"segmentation": [
[
1200,
907,
1200,
1882,
2903,
1882,
2903,
907
]
],
"area": 1660425,
"iscrowd": 0,
"ignore": 0,
"image_id": "60a212aac869a1fea276480d",
"bbox": [
1200,
907,
1703,
975
],
"category_id": 2621,
"id": "60a216ae2cd9eb1bbde44e2b"
}
],
"categories": [
{
"supercategory": "none",
"id": 2620,
"name": "person"
},
{
"supercategory": "none",
"id": 2621,
"name": "person"
},
{
"supercategory": "none",
"id": 2622,
"name": "person"
}
]
}
