davisking/dlib

HOG based object detection with CUDA

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#860 opened on Oct 7, 2017

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help wanted

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Description

Hello,

Do you any plan to improve HOG based object detection by using CUDA?

Contributor guide

Research direction
Investigate how to integrate CUDA for HOG based object detection in dlib. Start by understanding the existing HOG detector implementation in dlib (e.g., in dlib/image processing/hog.h). Then look at any existing CUDA support in dlib (e.g., for matrix operations). Propose a plan for GPU acceleration, including potential challenges like memory management and kernel design.
Tech stack
None
Domain
ai
Issue type
Feature
DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.
3
Estimated timeA rough time range for an experienced contributor to investigate, implement, test, and prepare a pull request.
Half day
Activity statusHow available the issue appears right now: fresh, active, stale, blocked, or waiting on maintainer input.
Active
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
Clear
Prerequisites
C++
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
40