GITSHOHOKU's starred repositories
pytorch-image-models
The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more
algorithms
Minimal examples of data structures and algorithms in Python
CVPR2024-Papers-with-Code
CVPR 2024 论文和开源项目合集
Swin-Transformer
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".
3D-Machine-Learning
A resource repository for 3D machine learning
segmentation_models.pytorch
Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.
algorithm-exercise
Data Structure and Algorithm notes. 数据结构与算法/leetcode/lintcode题解/
Swin-Transformer-Semantic-Segmentation
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows" on Semantic Segmentation.
voxblox-plusplus
A volumetric object-level semantic mapping framework.
Self-supervised-Fewshot-Medical-Image-Segmentation
[ECCV'20] Self-supervision with Superpixels: Training Few-shot Medical Image Segmentation without Annotation (code&data-processing pipeline)
crack_segmentation
This repository contains code and dataset for the task crack segmentation using two architectures UNet_VGG16, UNet_Resnet and DenseNet-Tiramusu
gmmreg
Implementations of the robust point set registration algorithm described in "Robust Point Set Registration Using Gaussian Mixture Models", Bing Jian and Baba C. Vemuri, IEEE Transactions on Pattern Analysis and Machine Intelligence, 2011, 33(8), pp. 1633-1645. For a Python implementation, please refer to http://github.com/bing-jian/gmmreg-python.
orb-slam2_with_semantic_label
orb-slam2 with semantic label
Dynamic-Vision-Transformer
Accelerating T2t-ViT by 1.6-3.6x.
tsdf-plusplus
TSDF++: A Multi-Object Formulation for Dynamic Object Tracking and Reconstruction
SparsePlanes
[ICCV 2021 (oral)] Planar Surface Reconstruction from Sparse Views
KinectFusion
Implementation of the KinectFusion approach by python
road_surface_3d_reconstruction_datasets
Road Surface 3D Reconstruction Based on Dense Subpixel Disparity Map Estimation (T-IP)
SemanticInstanceFusion
Semantic Instance Fusion for 3D reconstruction of RGB-D indoor images in python
blood_vessel_feature_extraction
python script to skeletonize and extract key features from retinal vasculature
visual_mapping
semantic mapping based on visual perception