# quzanh1130/object_tracking_trackline architecture

> Architecture diagram of the GitHub repository quzanh1130/object_tracking_trackline, generated by GitDiagram from its file tree, README and a sample of source files (last updated 2026-09-27). It is an AI-made overview: check details against the source.

- Interactive diagram: https://gitdiagram.com/quzanh1130/object_tracking_trackline
- Repository: https://github.com/quzanh1130/object_tracking_trackline

## Overview

This is a command-line object-tracking application: a user supplies video or camera input, model weights, a device, and a display mode; the runtime detects selected objects, assigns tracks, and displays bounding boxes and optionally path lines. The sampled script shows the runtime orchestration and visualization state. Model and tracker internals are dependencies, not present in the supplied tree, so their internal stages are not expanded.

Main entry points: [`object_tracking.py`](https://github.com/quzanh1130/object_tracking_trackline/blob/master/object_tracking.py) (CLI and Runtime), [`weight/yolov9-c-converted.pt`](https://github.com/quzanh1130/object_tracking_trackline/blob/master/weight/yolov9-c-converted.pt) (YOLO Weights), [`data_ext/classes.names`](https://github.com/quzanh1130/object_tracking_trackline/blob/master/data_ext/classes.names) (Class Names)

## Diagram (Mermaid)

```mermaid
flowchart TD

subgraph group_input["Inputs"]
  node_source["Video or Camera"]
  node_weights["YOLO Weights"]
  node_classes["Class Names<br/>[classes.names]"]
  node_capture["OpenCV Capture"]
end

subgraph group_tracking["Detection Tracking"]
  node_detector["YOLO Detector"]
  node_tracker["DeepSORT Tracker"]
end

subgraph group_visualization["Visualization"]
  node_state["Trackline State<br/>[object_tracking.py]"]
  node_renderer["Frame Renderer<br/>[object_tracking.py]"]
  node_display["OpenCV Display"]
end

node_user(("User"))
node_entry["CLI and Runtime<br/>[object_tracking.py]"]

node_user -->|"configures"| node_entry
node_user -->|"provides"| node_source
node_user -->|"selects"| node_weights
node_entry -->|"opens source"| node_capture
node_capture -->|"returns frames"| node_entry
node_entry -->|"loads"| node_weights
node_entry -->|"reads"| node_classes
node_entry -->|"runs inference"| node_detector
node_entry -->|"updates tracks"| node_tracker
node_entry -->|"updates locations"| node_state
node_entry -->|"draws overlays"| node_renderer
node_entry -->|"shows frames"| node_display

click node_entry "https://github.com/quzanh1130/object_tracking_trackline/blob/master/object_tracking.py"
click node_weights "https://github.com/quzanh1130/object_tracking_trackline/blob/master/weight/yolov9-c-converted.pt"
click node_classes "https://github.com/quzanh1130/object_tracking_trackline/blob/master/data_ext/classes.names"
click node_state "https://github.com/quzanh1130/object_tracking_trackline/blob/master/object_tracking.py"
click node_renderer "https://github.com/quzanh1130/object_tracking_trackline/blob/master/object_tracking.py"

classDef toneNeutral fill:#f8fafc,stroke:#334155,stroke-width:1.5px,color:#0f172a
classDef toneBlue fill:#dbeafe,stroke:#2563eb,stroke-width:1.5px,color:#172554
classDef toneAmber fill:#fef3c7,stroke:#d97706,stroke-width:1.5px,color:#78350f
classDef toneMint fill:#dcfce7,stroke:#16a34a,stroke-width:1.5px,color:#14532d
classDef toneRose fill:#ffe4e6,stroke:#e11d48,stroke-width:1.5px,color:#881337
classDef toneIndigo fill:#e0e7ff,stroke:#4f46e5,stroke-width:1.5px,color:#312e81
classDef toneTeal fill:#ccfbf1,stroke:#0f766e,stroke-width:1.5px,color:#134e4a
class node_source,node_weights,node_classes,node_capture,node_user toneBlue
class node_detector,node_tracker toneAmber
class node_state,node_renderer,node_display toneMint
class node_entry toneTeal
```

## Components

### Inputs

- **Video or Camera**
- [YOLO Weights](https://github.com/quzanh1130/object_tracking_trackline/blob/master/weight/yolov9-c-converted.pt): `weight/yolov9-c-converted.pt`
- [Class Names](https://github.com/quzanh1130/object_tracking_trackline/blob/master/data_ext/classes.names): `data_ext/classes.names`
- **OpenCV Capture**

### Detection Tracking

- **YOLO Detector**
- **DeepSORT Tracker**

### Visualization

- [Trackline State](https://github.com/quzanh1130/object_tracking_trackline/blob/master/object_tracking.py): `object_tracking.py`
- [Frame Renderer](https://github.com/quzanh1130/object_tracking_trackline/blob/master/object_tracking.py): `object_tracking.py`
- **OpenCV Display**

### Other components

- **User**
- [CLI and Runtime](https://github.com/quzanh1130/object_tracking_trackline/blob/master/object_tracking.py): `object_tracking.py`

## Connections

- User → CLI and Runtime: configures
- User → Video or Camera: provides
- User → YOLO Weights: selects
- CLI and Runtime → OpenCV Capture: opens source
- OpenCV Capture → CLI and Runtime: returns frames
- CLI and Runtime → YOLO Weights: loads
- CLI and Runtime → Class Names: reads
- CLI and Runtime → YOLO Detector: runs inference
- CLI and Runtime → DeepSORT Tracker: updates tracks
- CLI and Runtime → Trackline State: updates locations
- CLI and Runtime → Frame Renderer: draws overlays
- CLI and Runtime → OpenCV Display: shows frames