Titration videos for AI model

Titration videos for AI model

"Acid-Base.zip" file contains 18 acid-base titration videos.

"Acid-Base-Auto.zip" file contains 18 videos of acid-base titrations using an automatic potentiometric titrator.

"Complexometric.zip" file contains 33 complexmetric titration videos, divided into two parts: 18 videos for Bi, 15 videos for Pb.

Remark:

The label files are in zip files. 
"labels.yml" is a manually created label file for titration images extracted every ten frames from MP4 videos. The content of "labels.yml" includes video name, titration stages, and the range of image frame sequences.
"labels.csv" is the final label file for deep learning model training/validation/testing. The content of "labels.csv" includes titration state, video name, and image frame sequence.

There are four stages in acid-base titration. 0: pre-titration, 1: near-endpoint, 2:endpoint, 3:over-titration, respectively.
There are four stages in complexmetric titration. 0: Pre-titration, 1: Intermediate, 2:Near-endpoint, 3: Endpoint, respectively.

For more detailed information, please refer to the source code on GitHub.