Oleksandr Bezdieniezhnykh
142c6c4de8
- Replaced module-level path variables in constants.py with a structured Pydantic Config class. - Updated all relevant modules (train.py, augmentation.py, exports.py, dataset-visualiser.py, manual_run.py) to access paths through the new config structure. - Fixed bugs related to image processing and model saving. - Enhanced test infrastructure to accommodate the new configuration approach. This refactor improves code maintainability and clarity by centralizing configuration management.
1.7 KiB
Label Validation Tests
Task: AZ-156_test_label_validation Name: Label Validation Tests Description: Implement 5 blackbox tests for YOLO label validation — valid labels, out-of-range coords, missing files, multi-line corruption Complexity: 1 point Dependencies: AZ-152_test_infrastructure Component: Blackbox Tests Jira: AZ-156 Epic: AZ-151
Problem
Labels must be validated before dataset formation. Tests verify the check_label function correctly accepts valid labels and rejects corrupted ones.
Outcome
- 5 passing pytest tests in
tests/test_label_validation.py
Scope
Included
- BT-LBL-01: Valid label accepted (returns True)
- BT-LBL-02: Label with x > 1.0 rejected (returns False)
- BT-LBL-03: Label with height > 1.0 rejected (returns False)
- BT-LBL-04: Missing label file rejected (returns False)
- BT-LBL-05: Multi-line label with one corrupted line (returns False)
Excluded
- Integration with dataset formation (separate task)
Acceptance Criteria
AC-1: Valid label
Given label file with content 0 0.5 0.5 0.1 0.1
When check_label(path) is called
Then returns True
AC-2: x out of range
Given label file with content 0 1.5 0.5 0.1 0.1
When check_label(path) is called
Then returns False
AC-3: height out of range
Given label file with content 0 0.5 0.5 0.1 1.2
When check_label(path) is called
Then returns False
AC-4: Missing file Given non-existent file path When check_label(path) is called Then returns False
AC-5: Multi-line corruption
Given label with 0 0.5 0.5 0.1 0.1\n3 0.5 0.5 0.1 1.5
When check_label(path) is called
Then returns False
Constraints
- Label files are generated in tmp_path at test time
- No external fixtures needed