involution
MaskDINO
involution | MaskDINO | |
---|---|---|
6 | 1 | |
1,306 | 547 | |
- | - | |
0.0 | 10.0 | |
almost 3 years ago | about 1 year ago | |
Python | Python | |
MIT License | Apache License 2.0 |
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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
MaskDINO
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[R] Mask DINO: Towards A Unified Transformer-based Framework for Object Detection and Segmentation
Found relevant code at https://github.com/IDEACVR/MaskDINO + all code implementations here
What are some alternatives?
efficientdet-pytorch - A PyTorch impl of EfficientDet faithful to the original Google impl w/ ported weights
mmdetection - OpenMMLab Detection Toolbox and Benchmark
MaskDINO - [CVPR 2023] Official implementation of the paper "Mask DINO: Towards A Unified Transformer-based Framework for Object Detection and Segmentation"
Im2Vec - [CVPR 2021 Oral] Im2Vec Synthesizing Vector Graphics without Vector Supervision
PixelLib - Visit PixelLib's official documentation https://pixellib.readthedocs.io/en/latest/
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.
BCNet - Deep Occlusion-Aware Instance Segmentation with Overlapping BiLayers [CVPR 2021]