Universe

10 class garbage classification Computer Vision Model

by10 class wasteTask:
Object Detection
License:CC BY 4.01.15k views49 downloads

How to use the 10 class garbage classification Detection API

Try This Model

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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="10-class-garbage-classification/1")
Give your agent everything it needs

Or, Use Free Paper, Plastic and Glass 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": "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

Detecting classes:
Or try a test image 
See all 9.1k images10 class garbage classification garbage sample showing plastic10 class garbage classification garbage sample showing plastic10 class garbage classification garbage sample showing glass10 class garbage classification garbage sample showing clothes10 class garbage classification garbage sample showing paper10 class garbage classification garbage sample showing shoes10 class garbage classification garbage sample showing glass10 class garbage classification garbage sample showing glass10 class garbage classification garbage sample showing glass10 class garbage classification garbage sample showing clothes10 class garbage classification garbage sample showing battery10 class garbage classification garbage sample showing plastic

About 10 class garbage classification Model

Impove the model using pycaret. pycaret version 3+ allows you to compare between different models, and merge their predictions to get higher accuracy.. seems useful

Cite This Project

LicenseCC BY 4.0

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

@misc{ 10-class-garbage-classification_dataset,
  title = { 10 class garbage classification Dataset },
  type = { Open Source Dataset },
  author = { 10 class waste },
  howpublished = { \url{ https://universe.roboflow.com/10-class-waste/10-class-garbage-classification } },
  url = { https://universe.roboflow.com/10-class-waste/10-class-garbage-classification },
  journal = { Roboflow Universe },
  publisher = { Roboflow },
  year = { 2023 },
  month = { nov },
  note = { visited on 2026-07-29 },
}

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