KO
|
EN
gitlite — search
Search
#typescript
#ai-agents
#deepseek-harness
#dsh-plugin
#open-source
#ai
#cli
#dsh
#claude-code
#codex
#developer-tools
#react
SketchGNN
★ 38
Open GitHub ↗
SketchGNN
Download README (.md)
Explore Similar Repositories
sanskrit_tts
:
Sanskrit text to speech
reacttodo
:
No description available.
Gcx
:
A tool to decompile GCX bytecode from Metal Gear Solid games to the original GCL script
usbip-gui
:
An attempt at wrapping the usbip linux kernel module with a gui for easier uasability/configurability
basic-redis-chat-demo-go
:
A Basic redis chat demo app written in Go language
// repository documentation
Was this content helpful?
★ 0
(0 ratings)
Select Rating:
★
★
★
★
★
Submit Feedback
Recent Feedback
×
Download README
Do you want to download the
README.md
file for
SketchGNN
?
Download (.md)
# SketchGNN: Semantic Sketch Segmentation with Graph Neural Networks We introduce *SketchGNN*, a convolutional graph neural network for semantic segmentation and labeling of freehand vector sketches. We treat an input stroke-based sketch as a graph, with nodes representing the sampled points along input strokes and edges encoding the stroke structure information. *SketchGNN* significantly improves the accuracy of the state-of-the-art methods for semantic sketch segmentation and has magnitudes fewer parameters than both image-based and sequence-based methods. [[Paper]](https://arxiv.org/abs/2003.00678) ## Requirments - Pytorch>=1.6.0 - pytorch_geometric>=1.6.1 - tensorboardX>=1.9 ## How to use **Test** ```bash python evaluate.py --dataset SPG256 --class-name airplane --out-segment 4 --timestamp BEST --which-epoch bestloss ``` **Train** ````bash python train.py --dataset SPG256 --class-name airplane --out-segment 4 --shuffle --stochastic ```` ## License MIT License
