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Provides a way to perform sliced inferencing on a directory of images

Project description

sliced-prediction

Installation & Use

# Install sliced-prediction
> pip install sliced-prediction

> sliced-prediction --help

Example

sliced-prediction \
--overlap_width_ratio 0 \
--overlap_height_ratio 0 \
--slice_width 1024 \
--slice_height 1024 \
--input_directory ./tests/data \
--output_manifest_file ./tmp/manifest.jsonl \
--model_path ./tmp/best.pt \
--confidence_threshold .2 \
--device cpu

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