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WhereIAm - Cesson

Modèle de géolocalisation au niveau de la rue pour Cesson (Seine-et-Marne, Île-de-France).

Performances

  • Médiane : 100 mètres
  • acc@1km : ~96.6%
  • Epochs : 36

Architecture

  • Base : openai/clip-vit-base-patch16
  • Tête de classification : 41 cellules géographiques
  • Tête de régression : offset lat/lon dans la cellule

Usage

import torch
ckpt = torch.load('best_model.pt', map_location='cpu', weights_only=False)
# ckpt keys: model_state_dict, grid_config, num_cells, clip_model, best_median_dist
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