Rare find

YOLOv8 Docker. Run object detection on images without installing anything complicated.

github.com/JavierMtz5/YOLOv8-docker

Problem

The full read on this project is a sign-in away — what it solves, who it serves, and where it sits in the market.

Audience

The full read on this project is a sign-in away — what it solves, who it serves, and where it sits in the market.

Market

The full read on this project is a sign-in away — what it solves, who it serves, and where it sits in the market.

Pricing

The full read on this project is a sign-in away — what it solves, who it serves, and where it sits in the market.

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Updates

July 2024

test.py test file removed Jul 17
Inference function response updated, and code comments corrected Jul 17
Typos fixed and text clarified Jul 7
README updated with description, requirements, usage and inference gu… Jul 7
assets added Jul 7
Version updated to 1.0.0, and model weights changed to yolov8m Jul 7
API response structured to common format, and typing added Jul 7
Configuration values set to default values Jul 7
Erase YOLOV8_MODEL_DIR environment variable Jul 7
model_weights dir erased, and results/ dir added Jul 7

June 2024

code cleaned and formatted in model.py Jun 29
code cleaned and formatted in main.py Jun 29
model.py module updated to read YOLO model from envar Jun 29
start.sh file updated for new docker workdir Jun 29
Dockerfile app home parametrized, and WORKDIR updated from original u… Jun 29
assets/ directory and contents added Jun 29
volume mounted between local data directory and container data directory Jun 29
data files are no longer copied from local computer Jun 29
improved metadata returned in inference responses, and added new func… Jun 28
Standardized API response codes, and impleneted new single-image infe… Jun 28