ALS Detection (Prototype) 3 Computer Vision Dataset

byOil Palm BagwormTask:
Object Detection
License:BY-NC-SA 4.0

About ALS Detection (Prototype) 3 Dataset

UAV-based image dataset for detecting leaf severity levels in oil palm. Leaf regions are labeled using a DSI 0–4 scale based on color changes to support early development of an AI model for Algal Leaf Spot detection.

Use Free BOTTOM_DSI0, BOTTOM_DSI1 and BOTTOM_DSI2 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": "BOTTOM_DSI0, BOTTOM_DSI1, BOTTOM_DSI2, BOTTOM_DSI3, BOTTOM_DSI4"
  },
  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 

Cite This Project

LicenseBY-NC-SA 4.0

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

@misc{ als-detection-prototype-3_dataset,
  title = { ALS Detection (Prototype) 3 Dataset },
  type = { Open Source Dataset },
  author = { Oil Palm Bagworm },
  howpublished = { \url{ https://universe.roboflow.com/oil-palm-bagworm/als-detection-prototype-3 } },
  url = { https://universe.roboflow.com/oil-palm-bagworm/als-detection-prototype-3 },
  journal = { Roboflow Universe },
  publisher = { Roboflow },
  year = { 2026 },
  month = { feb },
  note = { visited on 2026-07-29 },
}

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