Inanimate & Animate Object Classifier with Few-shot Method

Installation

Clone this repo

git clone https://github.com/zogojogo/inanimate-fewshot.git

Download dependencies

pip install -r requirements.txt

Usage

Run with Python

python3 test.py --help
usage: test.py [-h] --img IMG

optional arguments:
  -h, --help  show this help message and exit
  --img IMG   Input image path

# Example input
python3 test.py --img test/anim1.jpg

Result

Acquire 100% accuracy with 11 query images in test folder. Here is the result's examples.

Animate

Inanimate