Comments (1)
Hi @cmc233 ,
The segmentation network does require large amount of memory, we trained them in GPU with 16GB memory.
You can try to reduce the memory consumption by reducing batch size or channel number (e.g., x = 4). The models trained with smaller batch size or channel number performs slightly worse than the default setting we provided.
btw, we didn't try, but training on CPU may take weeks...
from pointcnn.
Related Issues (20)
- About โNote that S is an unordered setโ in the paper
- Own data segmentation
- question about xforms
- model color HOT 1
- unable to download s3dis HOT 1
- Addition of comments or a video tutorial to better undertsand the code HOT 1
- ShapeNet Partsegmentation HOT 1
- Creating Confusion matrix from predicted results
- How to run PointCNN
- Regarding custom dataset HOT 7
- PointCNN Part segmentation model details
- ScannetV2 for point cloud Classification get too high performace
- another dataset
- Cannot compile tf_sampling_compile HOT 1
- Can't run train_val_seg.py for S3DIS dataset
- Can't run the code HOT 1
- Hanging on when running S3DIS and ShapeNetPart
- done
- How to set the path? python3 s3dis_merge.py -d <path to *_pred.h5>
- Which command to obtain the pred.npy in S3DIS dataset?
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
๐ Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
D3
Bring data to life with SVG, Canvas and HTML. ๐๐๐
-
Recommend Topics
-
javascript
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
-
web
Some thing interesting about web. New door for the world.
-
server
A server is a program made to process requests and deliver data to clients.
-
Machine learning
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google โค๏ธ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.
from pointcnn.