LibtorchTutorials
SegmentationCpp
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LibtorchTutorials | SegmentationCpp | |
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1 | 3 | |
639 | 400 | |
- | - | |
0.0 | 3.4 | |
over 2 years ago | 4 months ago | |
C++ | C++ | |
Apache License 2.0 | MIT License |
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LibtorchTutorials
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C++ trainable semantic segmentation models
Visit Libtorch Tutorials Project if you want to know more about Libtorch Segment library.
SegmentationCpp
- Show HN: A C++ Trainable DCNN Library for Semantic Segmentation
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Libtorch (C++ Front end for PyTorch)
Well, I just wrote a libtorch open source project here. In my experience, libtorch CUDA could be 2x or more faster than pytorch CUDA.
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C++ trainable semantic segmentation models
@misc{Chunyu:2021, Author = {Chunyu Dong}, Title = {Libtorch Segment}, Year = {2021}, Publisher = {GitHub}, Journal = {GitHub repository}, Howpublished = {\url{https://github.com/AllentDan/SegmentationCpp}} }
What are some alternatives?
Drogon-torch-serve - Serve pytorch / torch models using Drogon
segmentation_models.pytorch - Segmentation models with pretrained backbones. PyTorch.
tensorrtx - Implementation of popular deep learning networks with TensorRT network definition API
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.
segmentation_models - Segmentation models with pretrained backbones. Keras and TensorFlow Keras.
muzero-cpp - A C++ pytorch implementation of MuZero
Pytorch - Tensors and Dynamic neural networks in Python with strong GPU acceleration
torchRL - TorchRL is a C++ reinforcement library using PyTorch C++ backend LibTorch