Trash Detection Computer Vision Model
How to use the Trash Detection 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="trash-detection-kcsnu/4")Or, Use Free Paper, Plastic and Glass 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": "paper, plastic, glass, metal, cardboard"
},
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 Trash Detection Model
Here are a few use cases for this project:
-
Waste Sorting Automation: The model can be used in waste management facilities to automatically sort trash into different categories, increasing the efficiency and accuracy of recycling processes.
-
Smart Public Bins: Integrate the model with public trash bins to automatically categorize trash that is thrown inside, and provide insight to city officials about the type of waste being generated more for better waste management planning.
-
Clean-Up Robots: Use the model in robots designed for automatic trash pick-up in public spaces, beaches, or oceans. The robots can identify and pick up specific types of trash, contributing to environmental protection.
-
Eco-Education Apps: Incorporate model into an educational app that helps users identify types of trash for proper recycling. It can promote environmental awareness and encourage more effective recycling habits.
-
Industrial Waste Audit: The model can aid industries in conducting waste audits, identifying and quantifying the types of waste they generate and providing data that can help them improve their waste management strategies or comply with waste regulations.
Tell the agent what you want to build.
Cite This Project
LicenseCC BY 4.0If you use this dataset in a research paper, please cite it using the following BibTeX:
@misc{ trash-detection-kcsnu_dataset,
title = { Trash Detection Dataset },
type = { Open Source Dataset },
author = { Trash Annotations },
howpublished = { \url{ https://universe.roboflow.com/trash-annotations/trash-detection-kcsnu } },
url = { https://universe.roboflow.com/trash-annotations/trash-detection-kcsnu },
journal = { Roboflow Universe },
publisher = { Roboflow },
year = { 2023 },
month = { aug },
note = { visited on 2026-07-29 },
}