Yolact Edge
The first competitive instance segmentation approach that runs on small edge devices at real-time speeds.
About
YolactEdge, the first competitive instance segmentation approach that runs on small edge devices at real-time speeds. Specifically, YolactEdge runs at up to 30.8 FPS on a Jetson AGX Xavier (and 172.7 FPS on an RTX 2080 Ti) with a ResNet-101 backbone on 550x550 resolution images. This is the code for our paper.
Open Source Health
- Stars
- 1,321
- Forks
- 274
- License
- MIT
- Last commit
- 4 years ago
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Vendor
Wisconsin AI and Vision Lab (WAIV)
Prof. Yong Jae Lee's lab
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