from inference_sdk import InferenceHTTPClient
import pprint
import base64
from PIL import Image
import io
client = InferenceHTTPClient(
api_url="https://serverless.roboflow.com",
api_key="***"
)
result = client.run_workflow(
workspace_name="sirpi",
workflow_id="find-spines-and-vertebrae",
images={
"image": "images/spine.jpg"
},
use_cache=True # cache workflow definition for 15 minutes
)
pprint.pprint(result)
viz_b64 = result[0]["visualization"]
image_bytes = base64.b64decode(viz_b64)
image = Image.open(io.BytesIO(image_bytes))
image.show()
here’s the code i’m trying to run locally with images
py .\main.py
[{‘predictions’: {‘image’: {‘height’: None, ‘width’: None}, ‘predictions’: },
‘visualization’: ‘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’}]
here’s the output it’s giving
when i build an computervision model from the web ui it’s correctly identify the spine but when i try to run this on local images it gave 0 predictions