Capstone Project Computer Vision Model
How to use the Capstone Project Detection API
Try This Model
Drop an image here or click to upload
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="capstone-project-5bfei/4")Or, Use Free AngularLeafSpot, AnthracnoseFruitRot and BlossomBlight Detection API
Powered by general detection model
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": "AngularLeafSpot, AnthracnoseFruitRot, BlossomBlight, GrayMold, LeafSpot"
},
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
About Capstone Project Model
Here are a few use cases for this project:
-
Agricultural Health Analysis: This model can be used in the agricultural industry to autonomously assess the health of strawberry crops in real-time, ensuring farmers immediately know of any diseases in order to implement effective disease management strategies.
-
Strawberry Quality Control: The model can be used in food manufacturing or packaging industries for quality control. It can identify strawberry diseases, ensuring only healthy strawberries make it to the consumer market, thus minimizing complaints and returns.
-
AI Powered Drones for Farming: The model can be employed in drone technology used in large-scale farming. These drones can autonomously scan strawberry fields, identify diseased plants and pinpoint their location, aiding farmers in targeted treatment.
-
Digital Agro Consultant Tool: This can be used as a feature in an agricultural consulting app. Farmers or garden hobbyists can upload images of their plants to the app and get instant feedback about the plant's health, specific disease and suggested treatments.
-
Agricultural Research and Development: The model can aid scientists and researchers in collecting data about strawberry diseases, their prevalence, and facilitating the study of their correlation with environmental factors like humidity, temperature etc.
Tell the agent what you want to build.
Cite This Project
LicensePublic DomainIf you use this dataset in a research paper, please cite it using the following BibTeX:
@misc{ capstone-project-5bfei_dataset,
title = { Capstone Project Dataset },
type = { Open Source Dataset },
author = { Capstone Project Workspace },
howpublished = { \url{ https://universe.roboflow.com/capstone-project-workspace/capstone-project-5bfei } },
url = { https://universe.roboflow.com/capstone-project-workspace/capstone-project-5bfei },
journal = { Roboflow Universe },
publisher = { Roboflow },
year = { 2023 },
month = { apr },
note = { visited on 2026-07-29 },
}