involution
yolact_edge
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involution | yolact_edge | |
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6 | 1 | |
1,306 | 1,245 | |
- | - | |
0.0 | 0.0 | |
almost 3 years ago | over 1 year ago | |
Python | Python | |
MIT License | MIT License |
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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
yolact_edge
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Real-time Object Detection on Jetson Nano
Try yolact-edge, nice and fast github code
What are some alternatives?
efficientdet-pytorch - A PyTorch impl of EfficientDet faithful to the original Google impl w/ ported weights
yolact - A simple, fully convolutional model for real-time instance segmentation.
mmdetection - OpenMMLab Detection Toolbox and Benchmark
Im2Vec - [CVPR 2021 Oral] Im2Vec Synthesizing Vector Graphics without Vector Supervision
AlphaPose - Real-Time and Accurate Full-Body Multi-Person Pose Estimation&Tracking System
unilm - Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities
sahi - Framework agnostic sliced/tiled inference + interactive ui + error analysis plots
manydepth - [CVPR 2021] Self-supervised depth estimation from short sequences
yolo-tensorrt - TensorRT8.Support Yolov5n,s,m,l,x .darknet -> tensorrt. Yolov4 Yolov3 use raw darknet *.weights and *.cfg fils. If the wrapper is useful to you,please Star it.
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]