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SSD pytorch

General

This is a simple pytorch implementation for SSD for object detection.

Dataset

The model was trained using the African Wildlife Dataset. The annotation.txt file is created as:

python annotation.py

which stores the image and its metadata file addresses:

data/AfricanWildlife/rhino/347.jpg	data/AfricanWildlife/rhino/347.txt
data/AfricanWildlife/rhino/066.jpg	data/AfricanWildlife/rhino/066.txt
data/AfricanWildlife/rhino/146.jpg	data/AfricanWildlife/rhino/146.txt
data/AfricanWildlife/rhino/233.jpg	data/AfricanWildlife/rhino/233.txt
data/AfricanWildlife/rhino/345.jpg	data/AfricanWildlife/rhino/345.txt
data/AfricanWildlife/rhino/278.jpg	data/AfricanWildlife/rhino/278.txt
data/AfricanWildlife/rhino/342.jpg	data/AfricanWildlife/rhino/342.txt
data/AfricanWildlife/rhino/242.jpg	data/AfricanWildlife/rhino/242.txt
data/AfricanWildlife/rhino/043.jpg	data/AfricanWildlife/rhino/043.txt
data/AfricanWildlife/rhino/126.jpg	data/AfricanWildlife/rhino/126.txt

Training and Predicting

python train.py
python predict_wildlife.py

Some results

Image description Image description Image description Image description

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