UniFormer
involution
| UniFormer | involution | |
|---|---|---|
| 5 | 6 | |
| 781 | 1,306 | |
| - | - | |
| 3.7 | 0.0 | |
| about 1 month ago | almost 3 years ago | |
| Python | Python | |
| Apache License 2.0 | MIT License |
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UniFormer
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A New AI Research Propose ‘UniFormer’ (Unified transFormer) to Unify Convolution and Self-Attention for Visual Recognition
Code for https://arxiv.org/abs/2201.09450 found: https://github.com/Sense-X/UniFormer
involution
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[R] Involution: Inverting the Inherence of Convolution for Visual Recognition
PDF Link | Landing Page | Read as web page on arXiv Vanity
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[P] PyTorch Involution layer wrapper
Have you benchmarked it against the official implementations? Would be interesting to see what the difference is versus their CUDA version.
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[D] Paper Explained - Involution: Inverting the Inherence of Convolution for Visual Recognition (Full Video Analysis)
Code: https://github.com/d-li14/involution
What are some alternatives?
CoreML-Models - Converted CoreML Model Zoo.
efficientdet-pytorch - A PyTorch impl of EfficientDet faithful to the original Google impl w/ ported weights
pytorch-openpose - pytorch implementation of openpose including Hand and Body Pose Estimation.
mmdetection - OpenMMLab Detection Toolbox and Benchmark
Im2Vec - [CVPR 2021 Oral] Im2Vec Synthesizing Vector Graphics without Vector Supervision
yolact_edge - The first competitive instance segmentation approach that runs on small edge devices at real-time speeds.
unilm - Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities
manydepth - [CVPR 2021] Self-supervised depth estimation from short sequences
MPRNet - [CVPR 2021] Multi-Stage Progressive Image Restoration. SOTA results for Image deblurring, deraining, and denoising.
MaskDINO - [CVPR 2023] Official implementation of the paper "Mask DINO: Towards A Unified Transformer-based Framework for Object Detection and Segmentation" [Moved to: https://github.com/IDEA-Research/MaskDINO]
BCNet - Deep Occlusion-Aware Instance Segmentation with Overlapping BiLayers [CVPR 2021]