LNMIIT Cricket Strokes Dataset

arpan@lnmiit.ac.in | GitHub |

Highlights Dataset

• Description :
  The dataset has 26 untrimmed highlight videos of ICC World Cup T20 2016 matches, each of 3-5 min. duration with frame size of 360x640 at 25 FPS. The first 16 videos (when sorted by file name) are training videos, next 5 are validation videos and remaining 5 are testing videos. The annotations are provided separately as json files, with one json file corresponding to each video. The annotations are list of tuples (starting frame no., ending frame no.) of Cricket strokes.
• Links :
  Dataset
  Labels
  C3D Feats
  

Generic Dataset

• Description :
  The dataset has separate three partitions, training, validation and testing, with videos taken from ODI, Test and T20 matches. The videos were downsampled to 25 FPS and having 360x640 resolution. The total number of frames are approx. 1.93M.
• Links :
  Training Set :
  Dataset
  Labels
  C3D Feats
  Validation Set :
  Dataset
  Labels
  C3D Feats
  Test Set :
  Dataset
  Labels
  C3D Feats
  

Code

• Github Repositories :
  Finetuning C3D (Private)
  Training GRU
  

Published Papers

• Arpan Gupta, and Sakthi Balan Muthiah, "Viewpoint constrained and unconstrained Cricket stroke localization from untrimmed videos,", in Image and Vision Computing (Volume 100), August 2020. ISSN 0262-8856. [Elsevier Link] [DOI]
• Arpan Gupta, and Sakthi Balan M., "Temporal Cricket Stroke Localization from Untrimmed Highlight Videos", in ICVGIP 2018, December 2018. [ACM Link]