SimpleDet Docs

Pipeline diagrams

These diagrams are full-width visual summaries of the current workflow. Read them together with the conceptual pages: the diagrams show the shape of the process, while the docs explain the meaning of each step.

Overview Quickstart Core Concepts API Reference

Use this page when you want the workflow at a glance before reading the more detailed conceptual explanation.

Suite-driven experiment flow

build_detector(...)
  -> compile_native_detector_plan(...)
  -> run_training(...)
  -> best checkpoint
  -> evaluate() / test()

Lightweight compatibility flow

load_dataset()
  -> train(config=...)
  -> epoch_001.pth
  -> load_model()
  -> predict()

Install workflow

Install workflow diagram
Install the native runtime extras first so the suite and runtime path can build and run correctly.

Training workflow

Training workflow diagram
This visual shows the run-oriented side of the repo: verify the environment, launch training, then keep artifacts inside one workdir.

Inference workflow

Inference workflow diagram
This visual focuses on the lightweight prediction helper path. For evaluator-compatible testing, use the pipeline inference flow from the Inference and Evaluation pages.