Manim-Fireball-Detection

A repository of animations showcasing the fireball detection system from https://github.com/Snaiel/Automating-Fireballs

Used for the NPSC3000 Industry Showcase presentation slides https://docs.google.com/presentation/d/1Zzn5svmLDW9DgyhLWNEZVS83S2lltuJUOUt8zOMvsgg/edit?usp=sharing

Uses Manim, an animation engine for creating videos using Python. https://github.com/ManimCommunity/manim

Installation

Clone repository.

git clone https://github.com/Snaiel/Manim-Fireball-Detection

Install dependencies.

pip install -r requirements.txt

Animations

GoodFireballs

An animation that shows images of fireballs and the bounding boxes around them.

GoodFireballs.mp4

Preview Quality:

manim -p -r 480,320 --fps 15 main.py GoodFireballs

Export Quality:

manim -p -r 1920,1280 --fps 30 main.py GoodFireballs

FireballDetectionMethodology

An animation that shows the steps the detection system performs to do detect fireballs in an image.

FireballDetectionMethodology.mp4

Preview Quality:

manim -p -r 480,360 --fps 15 main.py FireballDetectionMethodology

Export Quality:

manim -p -r 1920,1440 --fps 30 main.py FireballDetectionMethodology

FireballFails

An animation that shows examples of images that the detection system generates false positive predictions.

FireballFails.mp4

Preview Quality:

manim -p -r 480,320 --fps 15 main.py FireballFails

Export Quality:

manim -p -r 1920,1280 --fps 30 main.py FireballFails