Jason Zhaoxin Fan's repositories

academicpages.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

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OLD_Net_release

This is the official resources for ECCV 2022 paper "Object Level Depth Reconstruction for Category Level 6D Object Pose Estimation From Monocular RGB Image"

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SVTNet

Official implement for AAAI2022 "SVT-Net: Super Light-Weight Sparse Voxel Transformer for Large Scale Place Recognition"

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BAM

Official PyTorch Implementation of Learning What Not to Segment: A New Perspective on Few-Shot Segmentation (CVPR 2022).

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moco

PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722

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MOCO-Subtomograms

Subtomograms classification with unsupevised learning

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SPRIN

PRIN/SPRIN: On Extracting Point-wise Rotation Invariant Features

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MinkLocMultimodal

MinkLoc++: Lidar and Monocular Image Fusion for Place Recognition

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smplify-x

Expressive Body Capture: 3D Hands, Face, and Body from a Single Image

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Objectron

Objectron is a dataset of short, object-centric video clips. In addition, the videos also contain AR session metadata including camera poses, sparse point-clouds and planes. In each video, the camera moves around and above the object and captures it from different views. Each object is annotated with a 3D bounding box. The 3D bounding box describes the object’s position, orientation, and dimensions. The dataset contains about 15K annotated video clips and 4M annotated images in the following categories: bikes, books, bottles, cameras, cereal boxes, chairs, cups, laptops, and shoes

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deepgmr

PyTorch implementation of DeepGMR: Learning Latent Gaussian Mixture Models for Registration (ECCV 2020 spotlight)

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DH3D

DH3D: Deep Hierarchical 3D Descriptors for Robust Large-Scale 6DOF Relocalization

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Weakly-Supervised-3D-Object-Detection

Weakly Supervised 3D Object Detection from Point Clouds (VS3D), ACM MM 2020

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CloserLook3D

A Closer Look at Local Aggregation Operators in Point Cloud Analysis(ECCV 2020)

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mprm

Multi-Path Region Mining For Weakly Supervised 3D Semantic Segmentation on Point Clouds

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pvcnn

[NeurIPS 2019, Spotlight] Point-Voxel CNN for Efficient 3D Deep Learning

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Web-20

DL models with PyTorch for Web contents processing

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CapelliniSpTRSV

A Thread-Level Synchronization-Free Sparse Triangular Solve on GPUs

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对抗性分析机试题

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votenet

Deep Hough Voting for 3D Object Detection in Point Clouds

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Pointnet_Pointnet2_pytorch

PointNet and PointNet++ implemented by pytorch (pure python) and on ModelNet, ShapeNet and S3DIS.

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16720B-Fall2019

Computer Vision (16-720B), CMU

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Radam_pytorch_classification

Radam implementation with pytorch in classification

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