[WACV 2022] "Supervised Compression for Resource-Constrained Edge Computing Systems"
APACHE-2.0 License
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Ready-to-use code and tutorial notebooks to boost your way into few-shot learning for image class...
PPL Quantization Tool (PPQ) is a powerful offline neural network quantization tool.
書籍『深層ニューラルネットワークの高速化』のサポートサイトです。
Transformer-based image captioning extension for pytorch/fairseq
MobileNetV1, MobileNetV2, VGG based SSD/SSD-lite implementation in Pytorch 1.0 / Pytorch 0.4. Out...
[CVPR 2020] GAN Compression: Efficient Architectures for Interactive Conditional GANs
Code repository for paper "Efficient Structured Pruning and Architecture Searching for Group Conv...
[TMLR] "SC2 Benchmark: Supervised Compression for Split Computing"
[IEEE Access] "Head Network Distillation: Splitting Distilled Deep Neural Networks for Resource-c...
[CVPR2019] Fast Online Object Tracking and Segmentation: A Unifying Approach
Pointcept: a codebase for point cloud perception research. Latest works: PTv3 (CVPR'24 Oral), PPT...
[ICPR 2020] "Neural Compression and Filtering for Edge-assisted Real-time Object Detection in Cha...
[5 FPS - 150 FPS] Learning Deep Features for One-Class Classification (AnomalyDetection). Corresp...
Chinese version of CLIP which achieves Chinese cross-modal retrieval and representation generation.
A PyTorch impl of EfficientDet faithful to the original Google impl w/ ported weights