Universe

BH_Pro Computer Vision Model

byGaragu SystemsTask:
Instance Segmentation
License:MIT

How to use the BH_Pro Segmentation API

Try This Model

Drop an image here or click to upload

Or try a test image 

Code Snippets

from inference_sdk import InferenceHTTPClient

CLIENT = InferenceHTTPClient(
    api_url="https://serverless.roboflow.com",
    api_key="API_KEY"
)

result = CLIENT.infer("YOUR_IMAGE.jpg", model_id="bh_pro/4")
Give your agent everything it needs

Or, Use Free 11476, 15332 and 15397 Detection API

Powered by general detection model

Code
pip install inference-sdk
# 1. Import the library
from inference_sdk import InferenceHTTPClient

# 2. Connect to your workspace
client = InferenceHTTPClient(
  api_url="https://serverless.roboflow.com",
  api_key="API_KEY"
)

# 3. Run your workflow on an image
result = client.run_workflow(
  workspace_name="<YOUR_WORKSPACE>",
  workflow_id="<YOUR_WORKFLOW_ID>",
  images={
    "image": "YOUR_IMAGE.jpg"  # Path to your image file
  },
  parameters={
    "classes": "11476, 15332, 15397, 15712, 2357"
  },
  use_cache=True  # cache workflow definition for 15 minutes
)

# 4. Get your results
print(result)

Run on custom image

Drop an image here or click to upload

Detecting classes:
Or try a test image 
See all 411 imagesBH_Pro Lego-Pieces sample showing 30413BH_Pro Lego-Pieces sample showing 3035BH_Pro Lego-Pieces sample showing 2458BH_Pro Lego-Pieces sample showing 36934BH_Pro Lego-Pieces sample showing 58846BH_Pro Lego-Pieces sample showing 30414BH_Pro Lego-Pieces sample showing 4151bBH_Pro Lego-Pieces sample showing 2449BH_Pro Lego-Pieces sample showing 3747bBH_Pro Lego-Pieces sample showing 3660BH_Pro Lego-Pieces sample showing 2357BH_Pro Lego-Pieces sample showing 2458

About BH_Pro Model

Advanced identifier by Lego piece type. To be used to identify the specific shape of the piece with its item number and, in more advanced stages, its color identification. The goal is to be able to identify specific pieces within a group of pieces, including colors, so they can be added to a pieces inventory more quickly.

Cite This Project

LicenseMIT

If you use this dataset in a research paper, please cite it using the following BibTeX:

@misc{ bh_pro_dataset,
  title = { BH_Pro Dataset },
  type = { Open Source Dataset },
  author = { Garagu Systems },
  howpublished = { \url{ https://universe.roboflow.com/roboflow-lego-detection/bh_pro } },
  url = { https://universe.roboflow.com/roboflow-lego-detection/bh_pro },
  journal = { Roboflow Universe },
  publisher = { Roboflow },
  year = { 2026 },
  month = { feb },
  note = { visited on 2026-07-29 },
}

Similar Projects

See More