Artificial Intelligence l l AI Updates
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News about AI & DL & ML!!! Admin: @Gayrat_Tangriberganov
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🧠📚 𝐋𝐢𝐧𝐞𝐚𝐫 𝐀𝐥𝐠𝐞𝐛𝐫𝐚 𝐈 - 𝐋𝐞𝐜𝐭𝐮𝐫𝐞 𝐍𝐨𝐭𝐞𝐬, 𝐌𝐀𝐓𝐇 𝟐𝟑𝟑 🚀⚡️ - a cool #linearalgebra course by Cesar O. Aguilaron
𝕿𝖆𝖇𝖑𝖊 𝖔𝖋 𝕮𝖔𝖓𝖙𝖊𝖓𝖙𝖘:
🎯 Systems of Linear Equations
🎯 Row Reduction and Echelon Forms
🎯 Vector Equations The Matrix Equation Ax = b
🎯 Homogeneous and Nonhomogeneous Systems
🎯 Linear Independence
🎯 Introduction to Linear Mappings
🎯 Onto, One-to-One, and Standard Matrix
🎯 Matrix Algebra
🎯 Invertible Matrices
🎯 Determinants
🎯 Properties of the Determinant
🎯 Applications of the Determinant
🎯 Vector Spaces
🎯 Linear Maps
🎯 Linear Independence, Bases, and Dimension
🎯 The Rank Theorem
🎯 Coordinate Systems
🎯 Change of Basis
🎯 Inner Products and Orthogonality
🎯 Eigenvalues and Eigenvectors
🎯 The Characteristic Polynomial
🎯 Diagonalization
🎯 Diagonalization of Symmetric Matrices
🎯 The PageRank Algortihm
🎯 Discrete Dynamical Systems
🔗 GitHub_Link
❇️ ClickDiffusion: Harnessing LLMs for Interactive Precise Image Editing
#Diffusion #LLMs
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❇️ SegmentAnyBone: A Universal Model that Segments Any Bone at Any Location on MRI
#SAM #Medical
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❇️ Video Waterdrop Removal via Spatio-Temporal Fusion in Driving Scenes
#deraining
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❇️ Triton Tutorials: This repository contains tutorials and examples for Triton Inference Server
#Tutorial
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🔗 GitHub_Link
❇️ Physical 3D Adversarial Attacks against Monocular Depth Estimation in Autonomous Driving
#DepthEstimation #AdversarialAttacks
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❇️ API for Grounding DINO 1.5: IDEA Research's Most Capable Open-World Object Detection Model Series
#ObjectDetection
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❇️ Deblur-GS: 3D Gaussian Splatting from Camera Motion Blurred Images
#deblur #3d #gaussiansplatting
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❇️ Finetune Llama 3, Mistral & Gemma 2-5x faster with 80% less memory!
#finetuning #LLM
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❇️ DiffuseMix : Label-Preserving Data Augmentation with Diffusion Models
#Augmentation #Diffusion
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❇️ FROSTER: Frozen CLIP is a Strong Teacher for Open-vocabulary Action Recognition
#ActionRecognition
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❇️ Action-GPT: Leveraging Large-scale Language Models for Improved and Generalized Action Generation
#LLM #AcrionRecognition
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❇️ EchoTracker: Advancing Myocardial Point Tracking in Echocardiography
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🔗 Tutorial_Link
❇️ Automatic Thief Detection via CCTV with Alarm System and Perpetrator Image Capture using Ultralytics+ OpenCV
#YOLO
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❇️ Laboro Tomato {🍅🍅🍅🍅😁} : Instance segmentation dataset.
🍅 Laboro Tomato is an image dataset of growing tomatoes at different stages of their ripening which is designed for object detection and instance segmentation tasks.
#dataset
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❇️ Conditional LoRAdapter for Efficient 0-Shot Control & Altering of T2I Models
#LoRA
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❇️ MammalNet: A Large-scale Video Benchmark for Mammal Recognition and Behavior Understanding
#ActionRecognition
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❇️ Hi-SAM: Marrying Segment Anything Model for Hierarchical Text Segmentation
#SAM #TextSegmentation
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