hc07180011/testing-cv

CV quality detection and flicker detection

PythonMIT

testing-cv

Image Quality Assessment (IQA)

NIMA
TRIQ
Explainable
Auto correction
- Exposure
- White-balance
- Denoising
Detection
- ColorCast

Flicker Detection

Preprocessing
Modeling
- End to End VGG BiDirectional LSTM
- End to End VGG 3DViT

Flicker Outlier Detection Results

Install

Ubuntu

Tested on

Anaconda

# create env from yml file
conda env create -f executable.yml
# activate env
conda activate "enviorment name here"

Docker

Prerequisite: Docker

# Clone this repo
git clone https://github.com/hc07180011/testing-cv.git
cd testing-cv/flicker_detection/flicker_detection

# Build the container
docker build -t flicker_detection_runner .

# Run the container with a specific input data (put it under data/ directory)
docker run --rm -e data=data/test_data.mp4 -v $PWD/data:/app/data -it flicker_detection_runner

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