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README.md

YOLO-Series

Detection Instance Segmentation Pose
<img src='https://github.com/jamjamjon/assets/releases/download/yolo/demo-det.png' width="300px"> <img src='https://github.com/jamjamjon/assets/releases/download/yolo/demo-seg.png' width="300px"> <img src='https://github.com/jamjamjon/assets/releases/download/yolo/demo-pose.png' width="300px">
Classification Obb
<img src='https://github.com/jamjamjon/assets/releases/download/yolo/demo-cls.png' width="300px"> <img src='https://github.com/jamjamjon/assets/releases/download/yolo/demo-obb-2.png' width="628px">
Head Detection Fall Detection Trash Detection
<img src='https://github.com/jamjamjon/assets/releases/download/yolo/demo-head.png' width="300px"> <img src='https://github.com/jamjamjon/assets/releases/download/yolo/demo-falldown.png' width="300px"> <img src='https://github.com/jamjamjon/assets/releases/download/yolo/demo-trash.png' width="300px">
YOLO-World Face Parsing FastSAM
<img src='https://github.com/jamjamjon/assets/releases/download/yolo/demo-yolov8-world.png' width="300px"> <img src='https://github.com/jamjamjon/assets/releases/download/yolo/demo-face-parsing.png' width="300px"> <img src='https://github.com/jamjamjon/assets/releases/download/yolo/demo-fastsam.png' width="300px">

Quick Start

# Your customized YOLOv8 model
cargo run -r --example yolo -- --task detect --ver v8 --num-classes 6 --model xxx.onnx  # YOLOv8

# Classify
cargo run -r --example yolo -- --task classify --ver 5 --scale s --image-width 224 --image-height 224 --num-classes 1000 --use-imagenet-1k-classes # YOLOv5
cargo run -r --example yolo -- --task classify --ver 8 --scale n --image-width 224 --image-height 224 # YOLOv8 
cargo run -r --example yolo -- --task classify --ver 11 --scale n --image-width 224 --image-height 224  # YOLOv11 

# Detect
cargo run -r --example yolo -- --task detect --ver 5 --scale n --use-coco-80-classes  # YOLOv5 
cargo run -r --example yolo -- --task detect --ver 6 --scale n --use-coco-80-classes  # YOLOv6
cargo run -r --example yolo -- --task detect --ver 7 --scale t --use-coco-80-classes  # YOLOv7
cargo run -r --example yolo -- --task detect --ver 8 --scale n --use-coco-80-classes  # YOLOv8
cargo run -r --example yolo -- --task detect --ver 9 --scale t --use-coco-80-classes  # YOLOv9
cargo run -r --example yolo -- --task detect --ver 10 --scale n --use-coco-80-classes  # YOLOv10
cargo run -r --example yolo -- --task detect --ver 11 --scale n --use-coco-80-classes  # YOLOv11
cargo run -r --example yolo -- --task detect --ver 8 --model v8-s-world-v2-shoes.onnx  # YOLOv8-world

# Pose
cargo run -r --example yolo -- --task pose --ver 8 --scale n   # YOLOv8-Pose
cargo run -r --example yolo -- --task pose --ver 11 --scale n  # YOLOv11-Pose

# Segment
cargo run -r --example yolo -- --task segment --ver 5 --scale n  # YOLOv5-Segment
cargo run -r --example yolo -- --task segment --ver 8 --scale n  # YOLOv8-Segment
cargo run -r --example yolo -- --task segment --ver 11 --scale n  # YOLOv8-Segment

# Obb
cargo run -r --example yolo -- --ver 8 --task obb --scale n --image-width 1024 --image-height 1024 --source images/dota.png  # YOLOv8-Obb
cargo run -r --example yolo -- --ver 11 --task obb --scale n --image-width 1024 --image-height 1024 --source images/dota.png  # YOLOv11-Obb

cargo run -r --example yolo -- --help for more options

Other YOLOv8 Solution Models

Model Weights
Face-Landmark Detection yolov8-n-face
Head Detection yolov8-head
Fall Detection yolov8-falldown
Trash Detection yolov8-plastic-bag
FaceParsing yolov8-face-parsing-seg