IGNF / myria3d

Myria3D: Aerial Lidar HD Semantic Segmentation with Deep Learning

https://ignf.github.io/myria3d/

IGNF/myria3d Issues

Méthode "change_num_class_for_finetuning" inexistante dans la classe "PyGrandLANet"
Updated 10 days ago1
Utilisation des différents scripts
Updated 10 days ago3
Failure creating a larger hdf5 dataset
Updated 2 months ago
Macro averaging of metrics
Updated 2 months ago
Incoherent logged val/iou value despite coherent confusion matrix and per-class IoUs when training model in DDP
Updated 3 months ago1
Use yaml for install Docker
Closed 4 months ago2
Timeout error when preparing data in DDP
Closed 4 months ago3
Installation failed : no module named yaml
Closed 4 months ago7
Multi-GPU logging error with the upgrade to latest pytorch
Updated 4 months ago
Move instantiation of metrics / CELoss to init method to avoid numerous moves to model device
Updated 5 months ago
How IoU values are computed?
Updated 6 months ago6
Cas limite: erreur à l'écriture quand on désactive l'entropie et qu'on enregistre les prédictions sous Classification
Closed 6 months ago1
Le système de config est trop compliqué
Closed 6 months ago
Anticiper déprécation d'une commande dans workflow CICD
Closed 6 months ago1
Configuration : cherche à affecter les gpu quand 'trainer.gpus' est spécifié même quand 'accelerator=cpu'
Closed 6 months ago2
Faire évoluer la précision des opérations matricielles
Updated 6 months ago
Hébergement de modèles sous HuggingFace
Updated 7 months ago
Update documentation to suggest installation from source only
Updated 8 months ago
Gestion flexible des SRC des LAS - capacité à gérer les DROMs
Closed 8 months ago1
Finetuning : invalid name for group of parameters, to be changed (neural_net -> neural_net_hparams)
Updated 9 months ago
Finetuning : renommer nom de couche à dégeler : fc_end -> fc_classif
Updated 9 months ago
Nettoyage des approches de dataloading "COPC" non utilisées
Closed 10 months ago
Nuage solitaire avec unique point dans un batch = crash de l'apprentissage
Closed 10 months ago3
Compilation de modèles basés sur Pytorch-Geometric
Updated 10 months ago
Bottleneck: finding abs paths of clouds from their basename takes forever
Closed a year ago
⚠️ Clouds need to be colorized (RGB+NIR) and there is an open pip package to do so!
Closed a year ago1
[IGN]NotImplementedError
Closed a year ago1
Obligation de préciser une task + lecture par sys.argv
Closed a year ago1
Hydra searchpath is outdated - is it still necessary?
Closed a year ago
Configuration d'XP redondante
Closed a year ago
Classification des falaises (au milieu de zones de végétation)
Closed a year ago4
Classification des toits plats
Closed a year ago21
The speed of training a new model will drop significantly after 15 epoch
Closed a year ago4
Fail in Documentation build
Closed a year ago1
Number of input points and changing the size of the input point cloud.
Closed a year ago4
Running predict on raw IGN Lidar HD dataset returns error
Closed a year ago7
Echec lors de l'analyse du LIDAR HD IGN
Closed a year ago3
An error occurred when predicting las data, without any prompt.
Closed a year ago3
"RecursionError: maximum recursion depth exceeded in comparison" while training new model
Closed 2 years ago4
Heavy Docker Image maybe due to `.git` folder being copied as well as sources
Closed 2 years ago1
Dependencies broken for production release ?
Closed 2 years ago5
Myria3D on Windows Server
Closed 2 years ago6
Mutualisation des environnements pour la création de la documentation
Closed 2 years ago
Primary config directory not found
Closed 2 years ago5
Tutoriel d'intégration de package issus de Pytorch-Geometric
Closed 2 years ago1
load_las est une classmethod - risque d'erreur si accès concurrent ?
Closed 2 years ago1
raison d'être de num_files dans LidarMapDataset
Closed 2 years ago2
Alléger les data en phases de train et val
Closed 2 years ago2
sauvegarder les logs dans des fichiers séparés et daté
Closed 2 years ago1
optimisation des clone()
Closed 2 years ago1