62 lines
1.6 KiB
YAML
62 lines
1.6 KiB
YAML
metadata:
|
|
name: pth-dschoerk-transt
|
|
namespace: cvat
|
|
annotations:
|
|
name: TransT
|
|
type: tracker
|
|
spec:
|
|
|
|
spec:
|
|
description: Fast Online Object Tracking and Segmentation
|
|
runtime: 'python:3.8'
|
|
handler: main:handler
|
|
eventTimeout: 30s
|
|
env:
|
|
- name: PYTHONPATH
|
|
value: /opt/nuclio/trans-t
|
|
|
|
build:
|
|
image: cvat.pth.dschoerk.transt
|
|
baseImage: ubuntu:20.04
|
|
|
|
directives:
|
|
preCopy:
|
|
- kind: RUN
|
|
value: |-
|
|
apt update \
|
|
&& apt install -y --no-install-recommends \
|
|
git \
|
|
ca-certificates \
|
|
python-is-python3 \
|
|
python3 \
|
|
python3-pip \
|
|
&& rm -rf /var/lib/apt/lists/*
|
|
- kind: WORKDIR
|
|
value: /opt/nuclio
|
|
- kind: RUN
|
|
value: git clone --depth 1 --branch v1.0 https://github.com/dschoerk/TransT trans-t
|
|
- kind: RUN
|
|
value: |-
|
|
pip install \
|
|
jsonpickle opencv-python-headless \
|
|
torch==1.7.1+cpu torchvision==0.8.2+cpu \
|
|
--extra-index-url https://download.pytorch.org/whl/cpu
|
|
- kind: ADD
|
|
value: https://drive.google.com/uc?id=1Pq0sK-9jmbLAVtgB9-dPDc2pipCxYdM5 /transt.pth
|
|
|
|
triggers:
|
|
myHttpTrigger:
|
|
numWorkers: 1
|
|
kind: 'http'
|
|
workerAvailabilityTimeoutMilliseconds: 10000
|
|
attributes:
|
|
# Set value from the calculation of tracking of 100 objects at the same time on a 4k image
|
|
maxRequestBodySize: 268435456 # 256MB
|
|
|
|
platform:
|
|
attributes:
|
|
restartPolicy:
|
|
name: always
|
|
maximumRetryCount: 3
|
|
mountMode: volume
|