torchtraps 0.1.2

Python package for computer vision on camera trap images.

Torch Traps :leopard: :camera_flash:

Python package for lighting :zap: fast wildlife camera trap image annotation based on PyTorch. :fire:

• MIT license

• Documentation: https://torchtraps.readthedocs.io.

Install

$ pip install torchtraps

Fast Inference on Folder of Images

import torchtraps

torchtraps.lightning.kachow('path/to/image/folder')

Example Output

image	prediction	confidence
image1.jpg	‘jaguar’	0.99
image2.jpg	‘empty’	0.98
image3.jpg	‘agouti’	0.91
image4.jpg	‘empty’	0.95
image5.jpg	‘ocelot’	0.87

Features

• Module for fast computer vision on camera trap images.

• Based on PyTorch

History

0.1.0 (2020-03-30)

• First release on PyPI.