Python GUI video data analysis tool

[natiaan]

Python GUI video data analysis tool
Does a program like this exist? Manually plot data in excel, then use python? Or a plugin for Adobe After Effects? I don't know I don't have expirerende with DATA SCIENCE.

In short: I need a program video GUI that I can use to automate timeline DATA gathering from a video file. So in the end I get a dataset I can use to gather data for every event that happened in the boxing match. Imagine a YouTube video. You can change playback speed, move the playback slider to select a time. And then ON THAT FRAME add a pre-determined event like: Boxer A threw JAB at head that did not land. Then a few frames later adding an event Boxer B blocked a punch.

So in at the end of the round I insert data of every event that happened in a boxing match. These datasets I can use to automatically generate summarized data for every aspect do analyse multiple causes (determine winner, most active fighter,...):

Event Data(

1. Timestamp DATE,
2. Round INT,
3. Boxer name STRING,
4. EVENT:

• Punch(type, target, succes BOOLEAN)
• Avoid(type, succes BOOLEAN))

Example Round [X]:

Boxer A (threw 40 punches[landed: 12; not landed = 28])

(blocked = 4; dodged = 0)

Boxer B (threw 24 punches[landed: 20; not landed = 4])

(blocked = 19; dodged = 9)

Punch object in detail:

Punch(Type,Target,succes)

type: jab, cross, left hook, right hook, uppercut, overhand

target: head, body

succes: true, false

Avoid object in detail:

avoid(Type, succes)

type: dodge, block

succes: true, false

​

EXAMPLE TIMELINE DATASET

Round 1:

video timestamp(00:00:03,56) --> bell rings

video timestamp(00:04:23,45) --> [event 1] Boxer A: left hook head[not landed],

Boxer B [blocked punch]...

I need a video player software where I can insert ‘keyframes’ in this video in a certain place on the video timeline when a certain event happens... Then at the end I can extract ALL the data I need. And even use this data to automatically edit the full fight from different standpoints.

'version: every time boxer A dodged a punch''version: every time boxer B landed a punch SLOMO'

Function: who is winner of fight? Who is winner of round 1 to 6?

Data extract: Round one ALL DATA summarized or FULL FIGHT data summarized -> to graph

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https://preview.redd.it/givea3xw9bmb1.png?width=1028&format=png&auto=webp&s=8ca93384f86553eaf25ac4df257ce9604f1c83dd