CocoBottles Computer Vision Dataset
About CocoBottles Dataset
Here are a few use cases for this project:
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Recycling Applications: "CocoBottles" can be used to classify waste materials in recycling plants, assisting in the process of sorting and separating plastic, metal, and glass bottles effectively, hence creating a more efficient recycling system.
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Environmental Cleanups: The model can be utilized in beach or city cleanups, helping to identify types of waste, allowing for targeted and efficient cleanups, while also providing data to help identify the common sources of pollution.
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Smart Trash Bins: Integration into smart city infrastructures such as intelligent garbage bins that have the ability to sort waste into the appropriate categories based on the material of the object, making the waste management process more automated.
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Retail Inventory Management: "CocoBottles" can be integrated into systems to manage inventory in retail stores, specifically for beverages. This AI input can recognize different types of bottles, helping to keep track of stock levels, and simplifying inventory count.
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Anti-Littering Systems: This AI can be installed in drones or CCTV cameras to detect and report illegal dumping or littering activities in real-time, encouraging appropriate waste disposal and enforcing anti-littering laws.
Use Free Bottle, 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": "bottle, Plastic, Glass, Metal, glassBottle"
},
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
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{ cocobottles_dataset,
title = { CocoBottles Dataset },
type = { Open Source Dataset },
author = { myObjectDetectionProject },
howpublished = { \url{ https://universe.roboflow.com/myobjectdetectionproject/cocobottles } },
url = { https://universe.roboflow.com/myobjectdetectionproject/cocobottles },
journal = { Roboflow Universe },
publisher = { Roboflow },
year = { 2022 },
month = { may },
note = { visited on 2026-07-29 },
}