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final-year-project

Final year project on drone object detection

https://github.com/vicradon/final-year-project

Science Score: 44.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • ✓
    CITATION.cff file
    Found CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
  • ✓
    .zenodo.json file
    Found .zenodo.json file
  • ○
    DOI references
  • ○
    Academic publication links
  • ○
    Academic email domains
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (4.0%) to scientific vocabulary
Last synced: 9 months ago · JSON representation ·

Repository

Final year project on drone object detection

Basic Info
  • Host: GitHub
  • Owner: vicradon
  • License: agpl-3.0
  • Language: Python
  • Default Branch: main
  • Size: 13.7 MB
Statistics
  • Stars: 2
  • Watchers: 1
  • Forks: 1
  • Open Issues: 0
  • Releases: 0
Created over 3 years ago · Last pushed almost 3 years ago
Metadata Files
Readme Contributing License Citation

README.md

Final Year Project

This is an object detection project.

How to install

Create a virtual environment

bash python3 -m venv venv

Source the virtual environment

bash source venv/bin/activate

Install the requirements

```bash pip install -r requirements.txt

```

How to run on webcam

Run the webcam project

bash python detect.py --weights weights/best.pt --source 0 --conf 0.3

Run from Drone Camera

bash v4l2-ctl --list-devices

First setup streaming

bash cvlc -vvv v4l2:///dev/video4 --sout '#standard{access=http,mux=ogg,dst=localhost:8080}'

bash python detect.py --source http://localhost:8080 --weights weights/best.pt

Owner

  • Name: Osinachi Chukwujama
  • Login: vicradon
  • Kind: user
  • Location: Lagos, Nigeria
  • Company: Draft.dev

Software engineer and robotics enthusiast. Interested in machine learning.

Citation (CITATION.cff) 

cff-version: 1.2.0
preferred-citation:
  type: software
  message: If you use YOLOv5, please cite it as below.
  authors:
  - family-names: Jocher
    given-names: Glenn
    orcid: "https://orcid.org/0000-0001-5950-6979"
  title: "YOLOv5 by Ultralytics"
  version: 7.0
  doi: 10.5281/zenodo.3908559
  date-released: 2020-5-29
  license: AGPL-3.0
  url: "https://github.com/ultralytics/yolov5"

GitHub Events

Total
  • Watch event: 1
  • Fork event: 1
Last Year
  • Watch event: 1
  • Fork event: 1

Issues and Pull Requests

Last synced: about 1 year ago

All Time
  • Total issues: 0
  • Total pull requests: 7
  • Average time to close issues: N/A
  • Average time to close pull requests: about 1 month
  • Total issue authors: 0
  • Total pull request authors: 1
  • Average comments per issue: 0
  • Average comments per pull request: 3.29
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 7
Past Year
  • Issues: 0
  • Pull requests: 0
  • Average time to close issues: N/A
  • Average time to close pull requests: N/A
  • Issue authors: 0
  • Pull request authors: 0
  • Average comments per issue: 0
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
View more stats
Top Authors
Issue Authors
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  • dependabot[bot] (7)
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Dependencies

utils/docker/Dockerfile docker
  • pytorch/pytorch 2.0.0-cuda11.7-cudnn8-runtime build
utils/google_app_engine/Dockerfile docker
  • gcr.io/google-appengine/python latest build
requirements.txt pypi
  • Pillow >=7.1.2
  • PyYAML >=5.3.1
  • gitpython >=3.1.30
  • matplotlib >=3.3
  • numpy >=1.18.5
  • opencv-python >=4.1.1
  • pandas >=1.1.4
  • psutil *
  • requests >=2.23.0
  • scipy >=1.4.1
  • seaborn >=0.11.0
  • setuptools >=65.5.1
  • thop >=0.1.1
  • torchvision >=0.8.1
  • tqdm >=4.64.0
  • ultralytics >=8.0.111
utils/google_app_engine/additional_requirements.txt pypi
  • Flask ==2.3.2
  • gunicorn ==19.10.0
  • pip ==21.1
  • werkzeug >=2.2.3