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āļø Follow Anything: Open-set detection, tracking, and following in real-time.
#SAM #Tracking
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Linear_Algebra4Computer_Vision_Robotics_and_Machine_Learning.pdf5.76 MB
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āļø Linear Algebra for Computer Vision,
Robotics, and Machine Learning by Jean Gallier and Jocelyn Quaintance.
Table of Contents:
āļø Vector Spaces, Bases, Linear Maps
āļø Matrices and Linear Maps
āļø Haar Bases, Haar Wavelets, Hadamard Matrices
āļø Direct Sums, Rank-Nullity Theorem, Affine Maps
āļø Determinants
āļø Gaussian Elimination, LU, Cholesky, Echelon Form
āļø Vector Norms and Matrix Norms
āļø Iterative Methods for Solving Linear Systems
āļø The Dual Space and Duality
āļø Euclidean Spaces
āļø QR-Decomposition for Arbitrary Matrices
āļø Hermitian Spaces
āļø Eigenvectors and Eigenvalues
āļø Unit Quaternions and Rotations in SO(3)
āļø Spectral Theorems
āļø Computing Eigenvalues and Eigenvectors
āļø Graphs and Graph Laplacians; Basic Facts
āļø Spectral Graph Drawing
āļø Singular Value Decomposition and Polar Form
āļø Applications of SVD and Pseudo-Inverses
āļø Annihilating Polynomials; Primary Decomposition
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āļø Arbitrary-Scale Video Super-Resolution with Structural and Textural Priors
#SuperResolution
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Linear_Algebra4Computer_Vision_Robotics_and_Machine_Learning.pdf5.76 MB
š Book š
āļø Linear Algebra for Computer Vision,
Robotics, and Machine Learning by Jean Gallier and Jocelyn Quaintance.
Table of Contents:
āļø Vector Spaces, Bases, Linear Maps
āļø Matrices and Linear Maps
āļø Haar Bases, Haar Wavelets, Hadamard Matrices
āļø Direct Sums, Rank-Nullity Theorem, Affine Maps
āļø Determinants
āļø Gaussian Elimination, LU, Cholesky, Echelon Form
āļø Vector Norms and Matrix Norms
āļø Iterative Methods for Solving Linear Systems
āļø The Dual Space and Duality
āļø Euclidean Spaces
āļø QR-Decomposition for Arbitrary Matrices
āļø Hermitian Spaces
āļø Eigenvectors and Eigenvalues
āļø Unit Quaternions and Rotations in SO(3)
āļø Spectral Theorems
āļø Computing Eigenvalues and Eigenvectors
āļø Graphs and Graph Laplacians; Basic Facts
āļø Spectral Graph Drawing
āļø Singular Value Decomposition and Polar Form
āļø Applications of SVD and Pseudo-Inverses
āļø Annihilating Polynomials; Primary Decomposition
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āļø Deep OC-SORT: Multi-Pedestrian Tracking by Adaptive Re-Identification
#Tracking #ReIdentification
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āļø Dino V2 for Classification, PCA Visualization, Instance Retrival
#ViT
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āļø PoseFormerV2: Exploring Frequency Domain for Efficient and Robust 3D Human Pose Estimation
#HumanPoseEstimation #3D
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āļø MoDi: Unconditional Motion Synthesis from Diverse Data
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āļø SinMDM: Single Motion Diffusion
#DiffusionModel
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āļø HaGRID - HAnd Gesture Recognition Image Dataset
#Dataset
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āļø Honeybee: Locality-enhanced Projector for Multimodal LLM š
#LLMs
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āļø SEED-Story: Multimodal Long Story Generation with Large Language Model
#LLMs
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āļø VGGSfM Visual Geometry Grounded Deep Structure From Motion š„
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āļø IDOL: Unified Dual-Modal Latent Diffusion for Human-Centric Joint Video-Depth Generation š„
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āļø FER-YOLO-Mamba: Facial Expression Detection and Classification Based on Selective State Space š„
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āļø Category-level Object Detection, Pose Estimation and Reconstruction from Stereo Images
#3D #PoseEstimation
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āļø A Graph-Based Approach for Category-Agnostic Pose Estimation
#PoseEstimation
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āļø CAVIS: Context-Aware Video Instance Segmentation š„
#InstanceSegmentation
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