CLIP

CLIP: Learning Transferable Visual Models From Natural Language Supervision [paper] Implementation Code

Usage

1. Install modules following command.

pip install -r requirements.txt

2. Prepare Dataset. Download the [Flickr 8k Dataset] and place the downloaded data in ./data directory.

3. Train model.

python -m src.train

Reference

• [Paper] Learning Transferable Visual Models From Natural Language Supervision
• [Repo] moein-shariatnia/OpenAI-CLIP
• [Repo] openai/CLIP
• [Repo] Distributed Training in PyTorch