Drink Detection Computer Vision Model

byproduct recognitionTask:
Object Detection
License:CC BY 4.0865 views31 downloads

How to use the Drink Detection Detection API

Try This Model

Drop an image here or click to upload

Or try a test image 

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="drink-detection/3")
Give your agent everything it needs

Or, Use Free 7up_320ml, 7up_390ml and 7up_chat_xo_320ml 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": "7up_320ml, 7up_390ml, 7up_chat_xo_320ml, aquafina_soda, cocacola_390ml"
  },
  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 

About Drink Detection Model

This project is for detecting soft drinks, especially in a product shelf with high object density.

The dataset (70 images with annotations) is copied from: https://universe.roboflow.com/hqsoftinternship-hvwh8/soft-drink-bottle-detection

30 classes in the original dataset: 7up_320ml, 7up_390ml, 7up_chat_xo_320ml, aquafina_soda, lipton_450ml, mirinda_cam_320ml, mirinda_cam_390ml, mirinda_sa_si_320ml, mirinda_sa_si_390ml, mirinda_soda_kem_320ml, mirinda_soda_kem_390ml, mirinda_viet_quat_320ml, mirinda_viet_quat_390ml, pepsi_320ml, pepsi_390ml, pepsi_zero_320ml, pepsi_zero_390ml, rockstar_250ml, revive_original, revive_salt_lemon, sting_320ml, sting_330ml, sting_vang_320ml, sting_vang_330ml, tea_olong_320ml, tea_olong_450ml, tea_olong_chanh_450ml, tea_olong_khong_duong_450ml, twister_450ml, twister_cam_c320ml

3 additional classes by the author: cocacola_390ml, cocacola_600ml, cocacola_zero_600ml

Cite This Project

LicenseCC BY 4.0

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

@misc{ drink-detection_dataset,
  title = { Drink Detection Dataset },
  type = { Open Source Dataset },
  author = { product recognition },
  howpublished = { \url{ https://universe.roboflow.com/product-recognition-h6t0g/drink-detection } },
  url = { https://universe.roboflow.com/product-recognition-h6t0g/drink-detection },
  journal = { Roboflow Universe },
  publisher = { Roboflow },
  year = { 2023 },
  month = { aug },
  note = { visited on 2026-07-29 },
}

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