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computer vision
Active Contours Camera Models Color Edge Detection Histogram of Oriented Gradients Hough Transform Image Features Image Segmentation Instance Segmentation Linear Filters Object Detection Optical Flow Patch Extraction Sampling and Aliasing Scale Invariant Feature Transforms Segmentation via Clustering Stereo Vision Transformers for Computer Vision
gpu programming
CUDA Architecture CUDA Memory Architecture GPU Pattern: Convolution GPU Pattern: Parallel Histogram GPU Pattern: Parallel Scan GPU Pattern: Reduction GPU Pattern: Stencils Heterogeneous Data Parallel Computing Introduction to GPGPU Programming Multidimensional Grids and Data Parallel Sorting Algorithms Profiling CUDA Applications Sparse Matrix Computation
machine learning
Boosting Clustering Convolutional Neural Networks Decision Trees Fine-Tuning LLMs Gradient Boosting Kernels Linear Discriminant Analysis Linear Regression Logistic Regression Markov Decision Processes Naive Bayes Neural Networks Perceptron Policy Gradient Methods Positional Encoding Pretraining Large Language Models Probability Theory Regularization Reinforcement Learning Sequential Minimal Optimization Support Vector Machine
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//Computer Vision

  • 16 Feb 2025
  • Computer Vision

Clustering

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  • 04 Feb 2024
  • Computer Vision, Machine Learning

Bag of Visual Words

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  • 18 Apr 2023
  • Computer Vision, Machine Learning

Transformers for Computer Vision

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  • 18 Apr 2022
  • Computer Vision, Machine Learning

Instance Segmentation

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  • 18 Apr 2022
  • Computer Vision, Machine Learning

Object Detection

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  • 02 Apr 2022
  • Deep Learning, Computer Vision

Convolutional Neural Networks

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  • 07 Mar 2022
  • Computer Vision

Tracking

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  • 06 Mar 2022
  • Computer Vision

Optical Flow

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  • 24 Feb 2022
  • Computer Vision

Segmentation via Clustering

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  • 22 Feb 2022
  • Computer Vision

Active Contours

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  • 22 Feb 2022
  • Computer Vision

Image Segmentation

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  • 17 Feb 2022
  • Computer Vision

Hough Transform

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  • 01 Feb 2022
  • Computer Vision

Edge Detection

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  • 30 Jan 2022
  • Computer Vision

Sampling and Aliasing

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  • 22 Jan 2022
  • Computer Vision

Color

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  • 22 Jan 2022
  • Computer Vision

Histogram of Oriented Gradients

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  • 22 Jan 2022
  • Computer Vision

Image Features

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  • 22 Jan 2022
  • Computer Vision

Linear Filters

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  • 22 Jan 2022
  • Computer Vision

Scale Invariant Feature Transforms

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