"""
CLIP fine-tuning module for logo recognition.

This module provides tools for fine-tuning CLIP's vision encoder using
contrastive learning on the LogoDet-3K dataset.
"""

from .config import TrainingConfig
from .dataset import LogoContrastiveDataset, create_dataloaders
from .model import LogoFineTunedCLIP
from .losses import InfoNCELoss, TripletLoss
from .trainer import Trainer
from .evaluation import EmbeddingEvaluator

__all__ = [
    "TrainingConfig",
    "LogoContrastiveDataset",
    "create_dataloaders",
    "LogoFineTunedCLIP",
    "InfoNCELoss",
    "TripletLoss",
    "Trainer",
    "EmbeddingEvaluator",
]