Whiskey Googles

📚 Table of Contents

• Pipeline
• Demo
  • DemoVideo
  • Demo1
  • Demo2
• Data Preparation
• Setting project locally
  • Setting up backend locally
  • Setting up frontend locally

Pipeline

Demo

Demo Video

Demo1

This image is downloaded from internet and is not same as given in images.

Backend Response (tried using postman)

{
    "result": [
        {
            "name": "Jack Daniel's Coy Hill Barrelhouse 8 2024 Special Release Single Barrel Whiskey",
            "size": 750,
            "proof": 135.0,
            "abv": 67.5,
            "spirit_type": "Whiskey",
            "brand_id": 231.0,
            "popularity": 100062.0,
            "image_url": "https://d1w35me0y6a2bb.cloudfront.net/newproducts/af93f8d7-8ca7-45fb-8a24-4d6da26c74e6",
            "avg_msrp": 79.99,
            "fair_price": 252.21,
            "shelf_price": 549.99,
            "total_score": 893,
            "wishlist_count": 381,
            "vote_count": 222,
            "bar_count": 290,
            "ranking": 437,
            "id": 46347,
            "confidence_score": 0.6705087125301361
        }
    ]
}

Response on frontend

Ground Truths

This is the original image that is there in baxus dataset.

Demo2

This image is downloaded from internet and is not same as given in images.

Backend Response (tried using postman)

{
    "result": [
        {
            "name": "Woodford Reserve Wheat",
            "size": 750,
            "proof": 90.4,
            "abv": 45.2,
            "spirit_type": "Rye",
            "brand_id": 2004.0,
            "popularity": 200.0,
            "image_url": "https://d1w35me0y6a2bb.cloudfront.net/newproducts/recRBs5JRVtYEoP1B",
            "avg_msrp": 37.98,
            "fair_price": 45.24,
            "shelf_price": 37.99,
            "total_score": 1094,
            "wishlist_count": 81,
            "vote_count": 272,
            "bar_count": 741,
            "ranking": 354,
            "id": 1807,
            "confidence_score": 0.3134232759475708
        }
    ]
}

Frontend Response

Ground Truth

Demo3

This image is downloaded from internet and is not same as given in images.

Frontend Response

As we have no of results 2 in this both response is shown Matches the first left bottle

Matches the second right bottle

Data Preparation

• As baxus image has 501 images, so I have stored it and baxus_data.csv in data but if it scales and becomes more, then make data folder in root directory and download the google sheets as csv and store it in data folder.

mkdir data

• Download the csv file of baxus where data is stored.
• Then run the download_baxus_data.py

python donwload_baxus_data.py

If data is 501 there is no need to do anything and proceed further

Setting up Project locally

git clone https://github.com/Davda-James/Whiskey-Goggles.git
cd Whiskey-Goggles

• Creating a python environment

python -m venv venv

• Downloading requirements

pip install -r requirements.txt

Setting up backend

python src/backend.py

Note: By default backend will run on http://127.0.0.1:8000

Setting up frontend

python src/frontend.py

Note: By default frontend will run on http://127.0.0.1:7860

Good to go, Enjoy using Whiskey Googles and do start the repo Whiskey Googles