OlafenwaMoses/ImageAI

get the box position of a specific object in the video

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#245 opened on Jul 15, 2019

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 (2 comments) (0 reactions) (0 assignees)Python (8,123 stars) (2,130 forks)batch import
Feature Requesthelp wanted

Description

Hi, thanks for your code! I am trying to get one specific object box position in the entire video. My vide is 30s and it has kind of busy frames in terms of an object in each frame. I am just looking for extracting one of the object's box position in all frame. I have specific car in the entire video which I would like to capture the box position of that unique car during the video. As far as I understood, we have information about each object in each frame but we do not have a unique ID for each object, we have for example 10 _car_s in 20 frames so in each frame we have 10 car as a label but we do not know which one is which one. Do you have any idea how can I get one specific object's box position in the entire video? Thanks!

Contributor guide

Tech stack
python
Domain
machine learningai
Issue type
documentation
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.
under 1 hour
Activity statusHow available the issue appears right now: fresh, active, stale, blocked, or waiting on maintainer input.
stale
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
clear
Prerequisites
ImageAI basicsObject detection concepts
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
40
Research direction
Explore ImageAI's video detection functions to see if they support unique object IDs. If not, consider implementing a tracking algorithm like SORT or DeepSORT to associate detections across frames. Check the repository issues or discussions for similar requests.