1 / 6

Soccer Data Set Compilation for Classifier Training

Clipping soccer videos to extract training and testing data for classifier. Code analysis, Bag of Words, features like STIP, MBH, HOG3D, SIFT, HOOF. Weekly progress to clip 37 games for various actions. Extracting data for goal attempts, red/yellow cards, corners, fouls, free kicks, goals, offside, penalties, injuries, substitutions, arguments, celebrations, and throw-ins. Comprehensive extraction regardless of camera changes, with audio cues. Continuously refining code for MBH and integrating other features.

elewa
Télécharger la présentation

Soccer Data Set Compilation for Classifier Training

An Image/Link below is provided (as is) to download presentation Download Policy: Content on the Website is provided to you AS IS for your information and personal use and may not be sold / licensed / shared on other websites without getting consent from its author. Content is provided to you AS IS for your information and personal use only. Download presentation by click this link. While downloading, if for some reason you are not able to download a presentation, the publisher may have deleted the file from their server. During download, if you can't get a presentation, the file might be deleted by the publisher.

E N D

Presentation Transcript

  1. Levi Smith Christian Weigandt Week3

  2. Getting data set together • Clipping videos to form the training and testing data for our classifier • Looking at code • Bag of Words code • Features • STIP • MBH • HOG3D • SIFT • HOOF Project Status

  3. Total of 37 soccer games to clip into all of the different actions/events • Should give us a good amount of data for adequately training our classifier • Will be working on this through this week • Should be able to get some test results by next week using what data we will have Training/Testing Data Extraction

  4. Action List • Attempt at Goal • Card: Red/Yellow • Corner • Foul • Free Kick • Goal • Goal Kick • Offside • Penalty • Player Injury • Player Substitution • Players Arguing • Players Celebrating • Throw In Training/Testing Data Extraction

  5. We are clipping from start to finish of the action, regardless of changes in camera shot Trying to include audio cues Training/Testing Data Extraction

  6. MBH • Matlab Code for STIP features • Still working on getting other code working COde

More Related