JonasSchult/Mask3D
Mask3D predicts accurate 3D semantic instances achieving state-of-the-art on ScanNet, ScanNet200, S3DIS and STPLS3D.
PythonMIT
Issues
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Trained using the s3dis dataset, the calculated AP values for each region are 0
#168 opened by Huang2002200 - 1
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Gradual GPU Memory Increase During Model Training
#154 opened by jkim50104 - 2
About the loss in train
#137 opened by windfill - 9
How to use my own data to train or test the model?
#117 opened by bh-cai - 0
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#147 opened by Lizhinwafu - 10
There are many small inaccuracies in the segmentation results on my dataset. Could you please provide some suggestions?
#157 opened by clawCa - 3
For anyone who has trouble installing MinkowskiEngine during setup, this may be helpful
#142 opened by nekoshadow1 - 1
How get the segmented individual instance point cloud and the corresponding tags, as well as the instance point cloud characteristics
#166 opened by bh-cai - 6
Dependency on Pyyaml==5.4.1
#121 opened by Satantago - 0
Thank you for your work, how do you apply the network to your own data set, how do you train it, and what code needs to be modified?
#167 opened by OkLetsGoi - 3
wandb error in running main_instance_segmentation
#160 opened by narges-tk - 0
Can cuda11.2 run this project?
#165 opened by xiongcs - 0
CUDAAccelerator error while tranning
#164 opened by narges-tk - 1
easy setup inference instances
#161 opened by rolfstarke - 0
Packaged version of Mask3D seems just output the label of classes , how to get the label of instance.
#163 opened by zero-joke - 0
hydra.errors.HydraException: Error calling 'mask3d.models.Mask3D' : Missing key PLANES full_key: config.backbone.PLANES
#162 opened by narges-tk - 2
TypeError: print_exception() got an unexpected keyword argument 'etype' error in training s3dis
#138 opened by mtz-soe - 4
An error when training S3DIS.
#134 opened by LinLin1031 - 0
- 1
How to visualize S3DIS testing result?
#158 opened by tangze5258 - 5
Error in call to target 'models.mask3d.Mask3D'
#148 opened by SKTZ-ER - 0
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Easy setup of Mask3D using scannet data
#155 opened by whhu7 - 0
Ask for segmentation results in ScanNet
#153 opened by WeitaiKang - 0
input the intensity feature and not RGB
#152 opened by fenfenglitech - 1
How to get a point cloud with predicted labels.
#150 opened by Lizhinwafu - 4
Batch size selection
#131 opened by guilherme-coelho-isi - 0
Problem while training s3dis from scratch, even after preprocessing "Area__database.yaml" not found
#151 opened by Bindusara - 0
Training w/o segments and evaluating w segments
#149 opened by 0nandon - 1
base_path & target_path when testing STPLS3D
#143 opened by YEOMJINSEOP - 3
How do I run this network with my own data?
#146 opened by mostafa501 - 1
MinkowskiEngine error
#145 opened by wdczz - 0
`ModelCheckpoint(monitor='val_mean_ap_50')` could not find the monitored key in the returned metrics: ['train_loss_ce', 'train_loss_mask', 'train_loss_dice', ................
#144 opened by asadjan1801 - 1
RuntimeError: selected index k out of range
#123 opened by bh-cai - 5
Confusion when loading visualizations.
#140 opened by LinLin1031 - 0
error in installing pytorch-lightning==1.7.2
#139 opened by mtz-soe - 5
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An error when calling Minkowskipooling
#135 opened by LinfengUP - 2
effect of shared_decoder
#133 opened by lx709 - 1
How to reduce the number of points in the point cloud?
#130 opened by 200033 - 0
- 1
Can Mask3D be applied to semantic segmentation?
#126 opened by Pixie8888 - 1
Can the training be conducted on single 3090ti gpu?
#127 opened by Pixie8888 - 0
Can data augmentation like mix3d be used in Mask3D, does this have a positive influence?
#125 opened by RongkunYang - 0
How is the performance on S3DIS dataset evaluated?
#124 opened by jerry3chen - 0
Segmentation fault
#122 opened by Klayliuyf - 0
Experiment output and core code location
#119 opened by bh-cai - 0