mirror of https://github.com/azaion/ai-training.git synced 2026-04-22 22:16:35 +00:00

Files

T

Oleksandr Bezdieniezhnykh a47fa135de Update configuration and test structure for improved clarity and functionality

- Modified `.gitignore` to include test fixture data while excluding test results.
- Updated `config.yaml` to change the model from 'yolo11m.yaml' to 'yolo26m.pt'.
- Enhanced `.cursor/rules/coderule.mdc` with additional guidelines for test environment consistency and infrastructure handling.
- Revised autopilot state management in `_docs/_autopilot_state.md` to reflect current progress and tasks.
- Removed outdated augmentation tests and adjusted dataset formation tests to align with the new structure.

These changes streamline the configuration and testing processes, ensuring better organization and clarity in the project.

2026-03-28 06:11:55 +02:00

2.3 KiB

Raw Blame History

Baseline Metrics

Run: 01-code-improvements Date: 2026-03-28 Mode: Guided Source: _docs/02_document/refactoring_notes.md

Goals

Apply 5 improvements identified during documentation:

Update YOLO to v26m version
Replace external augmentation with YOLO built-in augmentation
Remove processed folder — use data dir directly
Use hard symlinks instead of file copies for dataset formation
Unify constants directories — remove src/annotation-queue/config.yaml

Code Metrics

Metric	Value
Source files (src/)	24 Python files
Source LOC	2,945
Test files	21 Python files
Test LOC	1,646
Total tests	83 (77 blackbox/unit + 6 performance)
Test execution time	~130s (120s unit + 10s perf)
Python version	3.10.8
Ultralytics version	8.4.30
Pip packages	~76

Files Affected by Refactoring

File	LOC	Refactoring Items
`src/constants.py`	118	#3 (remove processed_dir), #5 (unify config)
`src/train.py`	178	#1 (YOLO version), #2 (built-in aug), #3 (data dir), #4 (symlinks)
`src/augmentation.py`	152	#2 (replace with YOLO built-in), #3 (processed dir)
`src/exports.py`	118	#3 (processed dir references)
`src/convert-annotations.py`	119	#3 (processed dir references)
`src/dataset-visualiser.py`	52	#3 (processed dir references)
`src/annotation-queue/annotation_queue_handler.py`	173	#5 (remove separate config.yaml)
`src/annotation-queue/config.yaml`	21	#5 (delete — duplicated config)
`config.yaml`	30	#5 (single source of truth)

Test Suite Baseline

77 passed, 0 failed, 0 skipped (blackbox/unit)
6 passed, 0 failed, 0 skipped (performance)
Total: 83 passed in ~130s

Functionality Inventory

Feature	Status	Affected by Refactoring
Augmentation pipeline	Working	Yes (#2, #3)
Dataset formation	Working	Yes (#3, #4)
Training	Working	Yes (#1, #2)
Model export (ONNX)	Working	No
Inference (ONNX/TensorRT)	Working	No
Annotation queue	Working	Yes (#5)
API client	Working	No
CDN manager	Working	No
Security/encryption	Working	No
Label validation	Working	No

2.3 KiB Raw Blame History