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Takuya Ikeda's Projects

blenderproc icon blenderproc

A procedural blender pipeline to generate images for deep learning

chamferdist icon chamferdist

Pytorch package to compute Chamfer distance between point sets (pointclouds).

clean-pvnet icon clean-pvnet

Code for "PVNet: Pixel-wise Voting Network for 6DoF Pose Estimation" CVPR 2019 oral

cupoch icon cupoch

CUDA-based 3D data processing and robotics library

deep_bingham icon deep_bingham

Code for "Deep Orientaton Uncertainty Learning based on a Bingham Loss" (ICLR2020)

detectron2 icon detectron2

Detectron2 is FAIR's next-generation platform for object detection and segmentation.

dib-r icon dib-r

Learning to Predict 3D Objects with an Interpolation-based Differentiable Renderer (NeurIPS 2019)

dino-vit-features icon dino-vit-features

Official implementation for the paper "Deep ViT Features as Dense Visual Descriptors".

dot icon dot

Dense Optical Tracking: Connecting the Dots

drake icon drake

Model-based design and verification for robotics.

drit_hr icon drit_hr

Multi-Modal Image-to-Image Translation on Tasks with High-Resolution Images

epro-pnp icon epro-pnp

[CVPR 2022 Oral, Best Student Paper] EPro-PnP: Generalized End-to-End Probabilistic Perspective-n-Points for Monocular Object Pose Estimation

gaussian-slam icon gaussian-slam

Gaussian-SLAM: Photo-realistic Dense SLAM with Gaussian Splatting

grasp_diffusion icon grasp_diffusion

Pytorch implementation of diffusion models on Lie Groups for 6D grasp pose generation https://sites.google.com/view/se3dif/home

gsplat icon gsplat

CUDA accelerated rasterization of gaussian splatting

mdmm icon mdmm

Learning multi-domain multi-modality I2I translation

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