SlowFast

Requirements

• Python >= 3.7
• albumentations
• pytorchvideo
• transformers
• sklearn
• numpy
• opencv2
• matplotlib

Model

• Model : slowfast_16x8_r101_50_50 [paper]

• Original Code : PySlowFast

Preprocessing Data (Training)

datasets/
	- Label_Folder/ (Sorted by Label & Folder Name Must Contain Label)
		- Label_Folder_mp4_event_number/ (Sorted by Event Number) (If you process Video_Preprocessing.ipynb, You can make this folder)
			- *.png
		- *.mp4
		- *.json

Preprocessing Data (Testing)

datasets/
	- Label_Folder/
		- Label_Folder_mp4_event_number/ (If you process Video_Preprocessing.ipynb, You can make this folder)
			- *.png
		- *.mp4
		- *.json

Model Link (Pretrained Model)

• [Model Link]

Reference

• Private 1위 Slowfast
  
  • by. younggeun
  
  
• private 2위 slowfast
  
  • by. siwooyong