https://github.com/apple/ml-hypersim
공식 코드Hypersim: A Photorealistic Synthetic Dataset for Holistic Indoor Scene Understanding
태스크의 하위 분류와 논문·코드·평가·기법·데이터셋을 탐색하세요.
Scene parsing is to segment and parse an image into different image regions associated with semantic categories, such as sky, road, person, and bed. MIT Description
관련 논문과 평가 결과에 연결된 구현입니다. 출처에서 확인된 저자 구현에는 공식 코드 표시가 있습니다.
Hypersim: A Photorealistic Synthetic Dataset for Holistic Indoor Scene Understanding
EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding
AutoInst: Automatic Instance-Based Segmentation of LiDAR 3D Scans
Point Scene Understanding via Disentangled Instance Mesh Reconstruction
Exploiting Temporal State Space Sharing for Video Semantic Segmentation
CATR: Combinatorial-Dependence Audio-Queried Transformer for Audio-Visual Video Segmentation
Language-Assisted 3D Feature Learning for Semantic Scene Understanding
Point-GCC: Universal Self-supervised 3D Scene Pre-training via Geometry-Color Contrast
ScanQA: 3D Question Answering for Spatial Scene Understanding
Training-Free Hierarchical Scene Understanding for Gaussian Splatting with Superpoint Graphs
AudioBench: A Universal Benchmark for Audio Large Language Models
Hierarchical Context Transformer for Multi-level Semantic Scene Understanding
KITTI-360: A Novel Dataset and Benchmarks for Urban Scene Understanding in 2D and 3D
KITTI-360: A Novel Dataset and Benchmarks for Urban Scene Understanding in 2D and 3D
Reading and Writing: Discriminative and Generative Modeling for Self-Supervised Text Recognition
Exploring Scene Affinity for Semi-Supervised LiDAR Semantic Segmentation
Estimating and Exploiting the Aleatoric Uncertainty in Surface Normal Estimation
Explanation-based Weakly-supervised Learning of Visual Relations with Graph Networks
Focus on the Whole Character: Discriminative Character Modeling for Scene Text Recognition
Scene Text Recognition with Permuted Autoregressive Sequence Models
Pixel-Wise Recognition for Holistic Surgical Scene Understanding
Pixel-Wise Recognition for Holistic Surgical Scene Understanding
Automatic Extrinsic Calibration Method for LiDAR and Camera Sensor Setups
Automatic Extrinsic Calibration Method for LiDAR and Camera Sensor Setups
An embarrassingly simple comparison of machine learning algorithms for indoor scene classification
출처: Papers with Code · CC BY-SA 4.0. 아카이브 자료와 새로 수집한 논문은 별도로 관리합니다.