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GitHub / CodingMantras / yolov8-streamlit-detection-tracking

Object detection and tracking algorithm implemented for Real-Time video streams and static images.

JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/CodingMantras%2Fyolov8-streamlit-detection-tracking

Stars: 217
Forks: 90
Open Issues: 7

License: None
Language: Python
Repo Size: 63.4 MB
Dependencies: 87

Created: about 1 year ago
Updated: about 2 months ago
Last pushed: about 2 months ago
Last synced: about 2 months ago

Topics: machine-learning, ml, object-detection, object-tracker, streamlit, streamlit-application, tracking-algorithm, tracking-by-detection, yolo, yolov8

Files

Readme

Dependencies

requirements.txt pypi

Cython ==3.0.2
GitPython ==3.1.35
Jinja2 ==3.1.2
MarkupSafe ==2.1.3
Pillow ==9.5.0
PyYAML ==6.0.1
Pygments ==2.16.1
Pympler ==1.0.1
altair ==5.1.1
attrs ==23.1.0
backports.zoneinfo ==0.2.1
blinker ==1.6.2
cachetools ==5.3.1
certifi ==2023.7.22
charset-normalizer ==3.2.0
click ==8.1.7
cmake ==3.27.4.1
contourpy ==1.1.0
cycler ==0.11.0
filelock ==3.12.3
fonttools ==4.42.1
gitdb ==4.0.10
idna ==3.4
importlib-metadata ==6.8.0
importlib-resources ==6.0.1
jsonschema ==4.19.0
jsonschema-specifications ==2023.7.1
kiwisolver ==1.4.5
lapx ==0.5.4
lit ==16.0.6
markdown-it-py ==3.0.0
matplotlib ==3.7.2
mdurl ==0.1.2
mpmath ==1.3.0
networkx ==3.1
numpy ==1.24.4
nvidia-cublas-cu11 ==11.10.3.66
nvidia-cuda-cupti-cu11 ==11.7.101
nvidia-cuda-nvrtc-cu11 ==11.7.99
nvidia-cuda-runtime-cu11 ==11.7.99
nvidia-cudnn-cu11 ==8.5.0.96
nvidia-cufft-cu11 ==10.9.0.58
nvidia-curand-cu11 ==10.2.10.91
nvidia-cusolver-cu11 ==11.4.0.1
nvidia-cusparse-cu11 ==11.7.4.91
nvidia-nccl-cu11 ==2.14.3
nvidia-nvtx-cu11 ==11.7.91
opencv-python-headless ==4.8.0.76
packaging ==23.1
pandas ==2.0.3
pkgutil-resolve-name ==1.3.10
protobuf ==4.24.3
psutil ==5.9.5
py-cpuinfo ==9.0.0
pyarrow ==13.0.0
pydeck ==0.8.0
pyparsing ==3.0.9
python-dateutil ==2.8.2
pytube ==15.0.0
pytz ==2023.3.post1
pytz-deprecation-shim ==0.1.0.post0
referencing ==0.30.2
requests ==2.31.0
rich ==13.5.2
rpds-py ==0.10.2
scipy ==1.10.1
seaborn ==0.12.2
six ==1.16.0
smmap ==5.0.0
streamlit ==1.26.0
sympy ==1.12
tenacity ==8.2.3
toml ==0.10.2
toolz ==0.12.0
torch ==2.0.1
torchvision ==0.15.2
tornado ==6.3.3
tqdm ==4.66.1
triton ==2.0.0
typing-extensions ==4.7.1
tzdata ==2023.3
tzlocal ==4.3.1
ultralytics ==8.0.173
urllib3 ==2.0.4
validators ==0.22.0
watchdog ==3.0.0
zipp ==3.16.2