From 9377a77448833b7040cc6e322310497b232a4c9b Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Gr=C3=A9goire=20MUREAU?= Date: Tue, 2 Sep 2025 08:35:20 +0200 Subject: [PATCH] methodological note updated --- docs/note_methodologique.md | 26 ++++++++++++-------------- docs/note_methodologique.pdf | Bin 550023 -> 548711 bytes 2 files changed, 12 insertions(+), 14 deletions(-) diff --git a/docs/note_methodologique.md b/docs/note_methodologique.md index 019680d..08e0f3a 100644 --- a/docs/note_methodologique.md +++ b/docs/note_methodologique.md @@ -299,26 +299,24 @@ L'analyse des patterns attentionnels de SegFormer révèle néanmoins que le mod - **Dataset unique** : Généralisation à d'autres environnements urbains non-validée - **Protocole d'évaluation statique** : Images redimensionnées avec déformation du ratio, contrairement à la méthodologie sliding window du papier original -**2. Limitations Architecturales** -- **Complexité computationnelle** : Attention quadratique, scalabilité limitée pour très hautes résolutions -- **Transfer learning hétérogène** : SegFormer (ADE20K) vs FPN (ImageNet) - -**3. Limitations Applicatives** -- **Classes déséquilibrées** : Performance variable sur objets rares -- **Conditions d'acquisition** : Robustesse non-testée (nuit, intempéries) +**2. Limitations Applicatives** +- **Classes déséquilibrées** : Performance variable sur objets rares dans Cityscapes +- **Conditions d'acquisition** : Robustesse non-testée sur conditions météo adverses (nuit, intempéries) ### Améliorations Prioritaires **1. Optimisation Computationnelle** -- **Migration GPU + TensorRT** : Réduction estimée ×3-5 temps d'inférence -- **Quantization INT8** : Compression modèle sans perte significative +- **Migration GPU optimisé** : Les architectures Transformer bénéficient davantage des accélérations GPU spécialisées que les CNN +- **Quantization et optimisations dédiées** : Réduction de la précision numérique pour améliorer les performances d'inférence **2. Validation Étendue** -- **SegFormer-B2/B3 benchmark** : Évaluation ROI performance-coût -- **Multi-dataset validation** : ADE20K + Mapillary Vistas pour robustesse +- **Variants SegFormer plus lourds** : Évaluation des versions B2, B3, B4 si les ressources computationnelles le permettent +- **Protocole d'évaluation standard** : Implémentation du sliding window comme dans la publication originale +- **Multi-dataset validation** : Tests sur d'autres datasets urbains pour évaluer la généralisation **3. Données et Robustesse** -- **Synthetic data** : CARLA/GTA pour conditions météo variées -- **Multi-resolution training** : Amélioration adaptabilité résolutions +- **Conditions météorologiques variées** : Extension aux données de nuit, pluie, neige +- **Résolutions natives** : Tests sans redimensionnement avec déformation pour préserver les relations spatiales +- **Synthetic data augmentation** : Utilisation de simulateurs pour enrichir les conditions d'entraînement -**Impact estimé :** Performance +2-3% mIoU, temps d'inférence ÷3, robustesse conditions adverses +40%. \ No newline at end of file +Ces améliorations permettraient d'évaluer plus complètement le potentiel réel de SegFormer dans un contexte de production, au-delà des limitations de cette preuve de concept. \ No newline at end of file diff --git a/docs/note_methodologique.pdf b/docs/note_methodologique.pdf index f2797c64f7efbb9cf3dd76975b60da1a52fdcc27..0abcbb28e79536ddd98b25a32899677b70278a44 100644 GIT binary patch delta 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