DS2.ai is the MLOps platform that serves all processes of building your customized AI with auto-labeling, multi server training and Triton Inference Server deployment.
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.
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"
}
]
}