Artificial Intelligence l l AI Updates
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News about AI & DL & ML!!! Admin: @Gayrat_Tangriberganov
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Немає даних24 години
+47 днів
+530 день
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🔗 GitHub_Link
❇️ Follow Anything: Open-set detection, tracking, and following in real-time.
#SAM #Tracking
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https://t.me/Artificial_Intelligence_Updates
Linear_Algebra4Computer_Vision_Robotics_and_Machine_Learning.pdf5.76 MB
📚 Book 📚
❇️ Linear Algebra for Computer Vision,
Robotics, and Machine Learning by Jean Gallier and Jocelyn Quaintance.
Table of Contents:
⭐️ Vector Spaces, Bases, Linear Maps
⭐️ Matrices and Linear Maps
⭐️ Haar Bases, Haar Wavelets, Hadamard Matrices
⭐️ Direct Sums, Rank-Nullity Theorem, Affine Maps
⭐️ Determinants
⭐️ Gaussian Elimination, LU, Cholesky, Echelon Form
⭐️ Vector Norms and Matrix Norms
⭐️ Iterative Methods for Solving Linear Systems
⭐️ The Dual Space and Duality
⭐️ Euclidean Spaces
⭐️ QR-Decomposition for Arbitrary Matrices
⭐️ Hermitian Spaces
⭐️ Eigenvectors and Eigenvalues
⭐️ Unit Quaternions and Rotations in SO(3)
⭐️ Spectral Theorems
⭐️ Computing Eigenvalues and Eigenvectors
⭐️ Graphs and Graph Laplacians; Basic Facts
⭐️ Spectral Graph Drawing
⭐️ Singular Value Decomposition and Polar Form
⭐️ Applications of SVD and Pseudo-Inverses
⭐️ Annihilating Polynomials; Primary Decomposition
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🔗 GitHub_Link
❇️ Arbitrary-Scale Video Super-Resolution with Structural and Textural Priors
#SuperResolution
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https://t.me/Artificial_Intelligence_Updates
Linear_Algebra4Computer_Vision_Robotics_and_Machine_Learning.pdf5.76 MB
📚 Book 📚
❇️ Linear Algebra for Computer Vision,
Robotics, and Machine Learning by Jean Gallier and Jocelyn Quaintance.
Table of Contents:
⭐️ Vector Spaces, Bases, Linear Maps
⭐️ Matrices and Linear Maps
⭐️ Haar Bases, Haar Wavelets, Hadamard Matrices
⭐️ Direct Sums, Rank-Nullity Theorem, Affine Maps
⭐️ Determinants
⭐️ Gaussian Elimination, LU, Cholesky, Echelon Form
⭐️ Vector Norms and Matrix Norms
⭐️ Iterative Methods for Solving Linear Systems
⭐️ The Dual Space and Duality
⭐️ Euclidean Spaces
⭐️ QR-Decomposition for Arbitrary Matrices
⭐️ Hermitian Spaces
⭐️ Eigenvectors and Eigenvalues
⭐️ Unit Quaternions and Rotations in SO(3)
⭐️ Spectral Theorems
⭐️ Computing Eigenvalues and Eigenvectors
⭐️ Graphs and Graph Laplacians; Basic Facts
⭐️ Spectral Graph Drawing
⭐️ Singular Value Decomposition and Polar Form
⭐️ Applications of SVD and Pseudo-Inverses
⭐️ Annihilating Polynomials; Primary Decomposition
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🔗 GitHub_Link
❇️ Deep OC-SORT: Multi-Pedestrian Tracking by Adaptive Re-Identification
#Tracking #ReIdentification
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https://t.me/Artificial_Intelligence_Updates
🔗 GitHub_Link
❇️ Dino V2 for Classification, PCA Visualization, Instance Retrival
#ViT
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https://t.me/Artificial_Intelligence_Updates
🔗 GitHub_Link
❇️ PoseFormerV2: Exploring Frequency Domain for Efficient and Robust 3D Human Pose Estimation
#HumanPoseEstimation #3D
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🔗 GitHub_Link
❇️ MoDi: Unconditional Motion Synthesis from Diverse Data
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🔗 GitHub_Link
❇️ SinMDM: Single Motion Diffusion
#DiffusionModel
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🔗 GitHub_Link
❇️ HaGRID - HAnd Gesture Recognition Image Dataset
#Dataset
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🔗 GitHub_Link
❇️ Honeybee: Locality-enhanced Projector for Multimodal LLM 🐝
#LLMs
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🔗 GitHub_Link
❇️ SEED-Story: Multimodal Long Story Generation with Large Language Model
#LLMs
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🔗 GitHub_Link
❇️ VGGSfM Visual Geometry Grounded Deep Structure From Motion 🔥
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🔗 GitHub_Link
❇️ IDOL: Unified Dual-Modal Latent Diffusion for Human-Centric Joint Video-Depth Generation 🔥
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🔗 GitHub_Link
❇️ FER-YOLO-Mamba: Facial Expression Detection and Classification Based on Selective State Space 🔥
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🔗 Project_Page
❇️ Category-level Object Detection, Pose Estimation and Reconstruction from Stereo Images
#3D #PoseEstimation
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🔗 GitHub_Link
❇️ A Graph-Based Approach for Category-Agnostic Pose Estimation
#PoseEstimation
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🔗 GitHub_Link
❇️ CAVIS: Context-Aware Video Instance Segmentation 🔥
#InstanceSegmentation
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