engineerJPark

DeepInteraction

[NeurIPS 2022] DeepInteraction: 3D Object Detection via Modality Interaction

TransFusion

[PyTorch] Official implementation of CVPR2022 paper "TransFusion: Robust LiDAR-Camera Fusion for 3D Object Detection with Transformers". https://arxiv.org/abs/2203.11496

VGG16-IMPLEMENTATION

LLMsPracticalGuide

A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers)

mamba

Mamba SSM architecture

ST3D

(CVPR 2021 & T-PAMI 2022) ST3D: Self-training for Unsupervised Domain Adaptation on 3D Object Detection & ST3D++: Denoised Self-training for Unsupervised Domain Adaptation on 3D Object Detection

ORANDNet

Official repository of ORANDNet, accepted in AAAI-EIW 2024.

slot-attention

Implementation of Slot Attention from GoogleAI

SegRCDB

Robo3D

[ICCV 2023] Robo3D: Towards Robust and Reliable 3D Perception against Corruptions

city-scapes-script

Download City Scapes Dataset using this script

GFS-Seg

The official implementation of Generalized Few-shot Semantic Segmentation (CVPR 2022)

awesome-weakly-supervised-semantic-segmentation

A comprehensive list of weakly supervised semantic segmentation (WSSS) works from 2014 to 2022.

awesome-3d-reconstruction-papers

A collection of 3D reconstruction papers in the deep learning era.

ToMe

A method to increase the speed and lower the memory footprint of existing vision transformers.

deeplab-imagenet-pytorch

An unofficial DeepLabV2 with the pre-train weight of ImageNet.

Biological_Learning

Example of "biological" learning for MNIST

isim

Implementation of ISIM: Iterative Self-Improved Model for Weakly Supervised Segmentation

EPS_Implementation

CAM_Implementation

irn

Weakly Supervised Learning of Instance Segmentation with Inter-pixel Relations, CVPR 2019 (Oral)

lg-aimers-dacon-2022

LG A

Segmentation-to-World-Coordinate-by-FCN-and-Camera-Calibration

Application of FCN on grasping task, get output of world coordinate point to which robot arm would go.

Physics3D

A 3D physics engine

OpenImageSet2VOC

ml-gaudi

xai

《XAI 설명 가능한 인공지능, 인공지능을 해부하다》 예제 코드

Deep-Learning-Computer-Vision

Personal implementation for Stanford CS231n / Umich: Deep Learning for Computer Vision (by Justin Johnson)

N2T

Notion에서 Tistory로 포스팅을 해줍니다.

OpenImageSet2VOC