JiaLeYu1024

sc_depth_pl

SC-Depth (V1, V2, and V3) for Unsupervised Monocular Depth Estimation Webpage:https://jiawangbian.github.io/sc_depth_pl/

mmdetection

OpenMMLab Detection Toolbox and Benchmark

detectron2

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

Grounded-Segment-Anything

Grounded SAM: Marrying Grounding DINO with Segment Anything & Stable Diffusion & Recognize Anything - Automatically Detect , Segment and Generate Anything

InternImage

[CVPR 2023 Highlight] InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions

EVA

EVA Series: Visual Representation Fantasies from BAAI

MaskDINO

[CVPR 2023] Official implementation of the paper "Mask DINO: Towards A Unified Transformer-based Framework for Object Detection and Segmentation"

Segment-Everything-Everywhere-All-At-Once

[NeurIPS 2023] Official implementation of the paper "Segment Everything Everywhere All at Once"

detr

End-to-End Object Detection with Transformers

segment-anything

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

gaussian-splatting

Original reference implementation of "3D Gaussian Splatting for Real-Time Radiance Field Rendering"

BEVFormer

[ECCV 2022] This is the official implementation of BEVFormer, a camera-only framework for autonomous driving perception, e.g., 3D object detection and semantic map segmentation.

instant-ngp

Instant neural graphics primitives: lightning fast NeRF and more

nerf

Code release for NeRF (Neural Radiance Fields)

Object-Detection-Metrics

Most popular metrics used to evaluate object detection algorithms.

nerf-pytorch

A PyTorch implementation of NeRF (Neural Radiance Fields) that reproduces the results.

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

yolov5

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

Open3D

Open3D: A Modern Library for 3D Data Processing

mmdetection3d

OpenMMLab's next-generation platform for general 3D object detection.

Brats21_KAIST_MRI_Lab

Codes and pretrained weights for winning submission of 2021 Brain Tumor Segmentation (BraTS) Challenge

clDice

Cascaded-U-Net-for-vessel-segmentation

Code associated with the paper Cascaded Multitask U-Net using topological loss for vessel segmentation and centerline extraction

SA-UNet

The open source code of SA-UNet: Spatial Attention U-Net for Retinal Vessel Segmentation.

3D-GCCN

3D Graph-Connectivity Constrained Network for Hepatic Vessel Segmentation

VGN

Deep Vessel Segmentation by Learning Graphical Connectivity

nnUNet

SAM-Med3D

SAM-Med3D: An Efficient General-purpose Promptable Segmentation Model for 3D Volumetric Medical Image

DconnNet

Codes for CVPR2023 paper "Directional Connectivity-based Segmentation of Medical Images"

NN-by-Numpy

cnn