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→ yoshitomo-matsubara
2 open source projects by yoshitomo-matsubara
[ Open user page on Github ]
1.
Torchdistill
PyTorch-based modular, configuration-driven framework for knowledge distillation. 🏆18 methods including SOTA are implemented so far. 🎁 Trained models, training logs and configurations are available for ensuring the reproducibiliy.
✭ 177
python
pytorch
object-detection
semantic-segmentation
image-classification
imagenet
cifar10
coco
2.
head-network-distillation
[IEEE Access] "Head Network Distillation: Splitting Distilled Deep Neural Networks for Resource-constrained Edge Computing Systems" and [ACM MobiCom HotEdgeVideo 2019] "Distilled Split Deep Neural Networks for Edge-assisted Real-time Systems"
✭ 27
Jupyter Notebook
python
pytorch
imagenet
image-classification
knowledge-distillation
split-computing
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