Instagram Caption Generator

This web application generates a suitable caption and song recommendations for an uploaded image. The user uploads an image, and the application generates a caption using a pre-trained model (BLIP) and recommends a song based on the caption using the Spotify API.

Features

• Image Captioning: Using the BLIP (Bootstrapping Language-Image Pre-training) model, the application generates captions for images.
• Song Recommendation: Based on the generated caption, the application fetches suitable song recommendations via the Spotify API.

Tech Stack

• Backend: FastAPI
• Image Captioning Model: BLIP (via Hugging Face Transformers)
• Song Recommendation: Spotify Web API (via Spotipy)
• Image Processing: Pillow
• Server: Uvicorn

Installation

1. Clone the repository

git clone https://github.com/Lanaanvar/Instagram-Caption-Generator.git

2. Install required dependencies

pip install -r requirements.txt

3. Set up the .env file

SPOTIFY_CLIENT_ID=<your-client-id>
SPOTIFY_CLIENT_SECRET=<your-client-secret>

4. Start the FastAPI server

uvicorn backend.app:app --reload