This is a code repository for pytorch c++ (or libtorch) tutorial.
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Nov 2, 2021 - C++
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This is a code repository for pytorch c++ (or libtorch) tutorial.
cpp pytorch vgg classification segmentation resnet unet tutorial-code libtorch pytorch-cpp yolov4 yolov4-tiny
A c++ trainable semantic segmentation library based on libtorch (pytorch c++). Backbone: VGG, ResNet, ResNext. Architecture: FPN, U-Net, PAN, LinkNet, PSPNet, DeepLab-V3, DeepLab-V3+ by now.
neural-network cpp models pytorch imagenet resnet image-segmentation unet semantic-segmentation resnext pretrained-weights pspnet fpn deeplabv3 deeplabv3plus libtorch pytorch-cpp pytorch-cpp-frontend pretrained-backbones libtorch-segment
How and why you want to make your pytorch CUDA/CPP extension with a Makefile
C++ trainable detection library based on libtorch (or pytorch c++). Yolov4 tiny provided now.
cpp detection pytorch yolo pretrained-weights pretrained detection-model libtorch pytorch-cpp yolov4 yolov4-tiny
C++ Implementation of SiamMask
Just messing around with PyTorch 1.0's JIT compiler and their new C++ API Libtorch.
METIS-Core: A C++ Reinforcement Learning Framework
learning reinforcement-learning cpp dqn cpp17 multi-agent-systems deep-learning-framework multi-agent-reinforcement-learning marl pytorch-cpp multi-head dqn-pytorch reforcement swarms-agents action-branching
Transfer Learning on Dogs vs Cats dataset using PyTorch C+ API
Dive to Deep Learning with Pytorch C++ API
opencv machine-learning computer-vision deep-learning cpp pytorch vgg naive-bayes-classifier lenet densenet resnet alexnet googlenet d2l network-in-network opencv-cpp libtorch pytorch-cpp matplotlib-cpp
A high-performance monocular depth estimation framework built in LibTorch C++ with camera intrinsics integration, reprojection error loss, geometric consistency learning, and advanced TensorBoard monitoring. Optimized for Apple Silicon (MPS) and NVIDIA CUDA GPUs using the SUN RGB-D dataset.
opencv c-plus-plus machine-learning computer-vision deep-learning camera-calibration eigen cuda neural-networks tensorboard rgbd sunrgbd depth-estimation 3d-vision geometric-deep-learning reprojection-error monocular-depth-estimation libtorch pytorch-cpp apple-silicon
Build a Surakarta board game engine and implemented different strategy such as Monte-carlo tree search with Deep learning.
DDPG algorithm on an inverted pendulum environment using Mujoco(C++) and pytorch C++ front end.
cpp deep-reinforcement-learning ddpg inverted-pendulum mujoco pytorch-implementation pytorch-cpp pytorch-cpp-frontend
PyTorch 1.0 inference in C++ using Microsoft Visual Studio
machine-learning inference pytorch fastai libtorch pytorch-cpp pytorch-production fastai-production fastai-frontend
Evaluating convolutional social pooling work using the PyTorch C++ frontend
Pytorch C++ implement simple RL algorithm on Atari
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