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Project description
ASOne
Introduction
Asone is a python wrapper for multiple detection and tracking algorithms all at one place. Different trackers such as ByteTrack
, DeepSort
or NorFair
can be integrated with different versions of YOLO
with minimum lines of code.
This python wrapper provides yolo models in both ONNX
and PyTorch
versions.
Usage:
pip install asone
# for windows
pip install -e git+https://github.com/samson-wang/cython_bbox.git#egg=cython-bbox
# for linux
pip install cython-bbox
# for gpu
pip install torch torchvision --extra-index-url https://download.pytorch.org/whl/cu113
Sample code:
import asone
from asone import ASOne
dt_obj = ASOne(tracker=asone.BYTETRACK, detector=asone.YOLOX_DARKNET_PYTORCH, use_cuda=True)
dt_obj.start_tracking('sample_videos/test.mp4')
Results on provided sample video
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