kim0930's repositories
pytorch-grad-cam
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
insta360-wifi-api
Python scripts to talk to Insta360 action cameras using the WiFi API
instant-ngp
Instant neural graphics primitives: lightning fast NeRF and more
ZoeDepth
Metric depth estimation from a single image
simplerecon
[ECCV 2022] SimpleRecon: 3D Reconstruction Without 3D Convolutions
SparsePlanes
[ICCV 2021 (oral)] Planar Surface Reconstruction from Sparse Views
DenseMatching
Dense matching library based on PyTorch
Hierarchical-Localization
Visual localization made easy with hloc
stella_vslam-OpenVSLAM-
This is a unofficial fork of OpenVSLAM (https://github.com/xdspacelab/openvslam)
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
mvs-texturing
Algorithm to texture 3D reconstructions from multi-view stereo images
mmaction2
OpenMMLab's Next Generation Video Understanding Toolbox and Benchmark
mmsegmentation
OpenMMLab Semantic Segmentation Toolbox and Benchmark.
Yolov5_StrongSORT_OSNet
Mult-object tracking and segmentation using YOLOv5 with StrongSORT and OSNet
InternVideo
InternVideo: General Video Foundation Models via Generative and Discriminative Learning (https://arxiv.org/abs/2212.03191)
py360convert
Python implementation of convertion between equirectangular, cubemap and perspective. (equirect2cube, cube2equirect, equirect2perspec)
yolov7-deepsort-tracking
Modular and ready to deploy code to detect and track videos using YOLO-v7 and DeepSORT
BoT-SORT
BoT-SORT: Robust Associations Multi-Pedestrian Tracking
VanishingPoint_HoughTransform_GaussianSphere
Official implementation: Deep vanishing point detection: Geometric priors make dataset variations vanish, CVPR'22.
InstPIFu
repository of "Towards High-Fidelity Single-view Holistic Reconstruction of Indoor Scenes" ECCV2022
Vanishing-Point-Detection-and-3D-Plane-Segmentation
Detecting 3 Orthogonal Vanishing Points + Using Planar Homography for 3D Plane Segmentation
AdelaiDepth
This repo contains the projects: 'Virtual Normal', 'DiverseDepth', and '3D Scene Shape'. They aim to solve the monocular depth estimation, 3D scene reconstruction from single image problems.
learnable-triangulation-pytorch
This repository is an official PyTorch implementation of the paper "Learnable Triangulation of Human Pose" (ICCV 2019, oral). Proposed method archives state-of-the-art results in multi-view 3D human pose estimation!
yolov4-deepsort
Object tracking implemented with YOLOv4, DeepSort, and TensorFlow.