Jinwook Lim's repositories
coding-test
Repository for Coding-test
DCNv2_latest
DCNv2 supports decent pytorch such as torch 1.5+ (now 1.8+)
DDAD
Dense Depth for Autonomous Driving (DDAD) dataset.
deep-hough-transform
Code for paper "Deep Hough Transform for Semantic Line Detection" (ECCV 2020, PAMI 2021)
Detection-of-Traffic-Anomaly
This is the repo for our Detection of Traffic Anomaly (DoTA) dataset.
DirectVoxGO
Direct voxel grid optimization for fast radiance field reconstruction.
fcdd
Repository for the Explainable Deep One-Class Classification paper
grmc
"Learning a Geometric Representation for Depth Estimation via Gradient Field and Contrastive Loss" (ICRA 2021)
Image-Quality-Assessment-Benchmark
A collection of state-of-the-art image quality assessment algorithms
machine-learning
머신러닝 입문자 혹은 스터디를 준비하시는 분들에게 도움이 되고자 만든 repository입니다. (This repository is intented for helping whom are interested in machine learning study)
minimal-mistakes
:triangular_ruler: Jekyll theme for building a personal site, blog, project documentation, or portfolio.
mv-extractor
Extract frames and motion vectors from H.264 and MPEG-4 encoded video.
occupancy-for-nuscenes
3D occupancy
occupancy_networks
This repository contains the code for the paper "Occupancy Networks - Learning 3D Reconstruction in Function Space"
Off-Road-Freespace-Detection
Official implementation of our ICRA'22 paper: ORFD: A Dataset and Benchmark for Off-Road Freespace Detection
onnx2tf
Self-Created Tools to convert ONNX files (NCHW) to TensorFlow/TFLite/Keras format (NHWC). The purpose of this tool is to solve the massive Transpose extrapolation problem in onnx-tensorflow (onnx-tf). I don't need a Star, but give me a pull request.
sc_depth_pl
Pytorch Lightning Implementation of SC-Depth (V1, V2, and V3) for Unsupervised Monocular Depth Estimation.
SCI
[CVPR 2022] This is the official code for the paper "Toward Fast, Flexible, and Robust Low-Light Image Enhancement".
SelfOcc
SelfOcc: Self-Supervised Vision-Based 3D Occupancy Prediction
training_extensions
Trainable models and NN optimization tools
unsupervised-depthnet
Unsupervised Training of DepthNet
VFDepth
VFDepth Self-supervised surround-view depth estimation with volumetric feature fusion
vit-explain
Explainability for Vision Transformers