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vzeman/tarmac

https://github.com/vzeman/tarmac · scanned 2026-06-16 00:53 UTC (2 months, 1 week ago)

50 raw signals (4 security + 46 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 1 week ago · v1 · 41 actionable findings from 2 signal sources. 10 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

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77.8% cov · 37 findings

Severity distribution — click a segment to filter

Active filters: excluding tests × Reset all

Severity: Critical 0 High 1 Medium 17 Low 20 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 4 System graph 37 Crowd 0 Layer: Quality 25 Software 13 Frontend 1 Security 1 Cicd 1

Exclude dismissed / FP Exclude test files

All 845 nodes from the latest scan, grouped by kind. Each node is a unit the engine identified (file, function, endpoint, table…). Most users won't need this view — it's primarily for debugging the engine's graph extraction or for AI agents that want to enumerate the project structure.

Label	Layer	Status	Path
`main`	software	healthy	`scripts/smoke_crackseg.py:12`
`_find_crackairport_image`	software	healthy	`scripts/smoke_seg_head.py:18`
`main`	software	healthy	`scripts/smoke_seg_head.py:47`
`main`	software	healthy	`scripts/smoke_visualize.py:30`
`select_test_images`	software	healthy	`scripts/smoke_visualize.py:64`
`prepare_images`	software	healthy	`scripts/smoke_visualize.py:77`
`regenerate_reference_reports`	software	healthy	`scripts/smoke_visualize.py:101`
`run`	software	healthy	`scripts/smoke_visualize.py:117`
`main`	software	healthy	`scripts/smoke_crack.py:9`
`main`	software	healthy	`scripts/smoke_survey.py:10`
`main`	software	healthy	`scripts/smoke_phase45.py:22`
`select_test_images`	software	healthy	`scripts/smoke_phase45.py:49`
`prepare_images`	software	healthy	`scripts/smoke_phase45.py:68`
`predicted_vs_true`	software	healthy	`scripts/smoke_phase45.py:77`
`make_video`	software	healthy	`scripts/smoke_phase45.py:105`
`check_streamlit`	software	healthy	`scripts/smoke_phase45.py:132`
`run`	software	healthy	`scripts/smoke_phase45.py:175`
`main`	software	healthy	`scripts/smoke_assess.py:20`
`prepare_inputs`	software	healthy	`scripts/smoke_assess.py:44`
`run`	software	healthy	`scripts/smoke_assess.py:72`
`assert_outputs`	software	healthy	`scripts/smoke_assess.py:79`
`main`	software	healthy	`scripts/smoke_defects.py:11`
`main`	software	healthy	`scripts/smoke_seg_data.py:10`
`_check_crackairport`	software	healthy	`scripts/smoke_seg_data.py:18`
`_check_crackforest`	software	healthy	`scripts/smoke_seg_data.py:29`
`_check_dense_seg_manifest_if_present`	software	healthy	`scripts/smoke_seg_data.py:46`
`_check_rdd_raw_if_present`	software	healthy	`scripts/smoke_seg_data.py:68`
`main`	software	healthy	`scripts/smoke_gps_sources.py:16`
`_make_video`	software	healthy	`scripts/smoke_gps_sources.py:126`
`_write_track_json`	software	healthy	`scripts/smoke_gps_sources.py:148`
`_write_dji_srt`	software	healthy	`scripts/smoke_gps_sources.py:164`
`_patch_survey_model`	software	healthy	`scripts/smoke_gps_sources.py:186`
`fake_load_model_context`	software	dead	`scripts/smoke_gps_sources.py:193`
`fake_analyze_frames`	software	dead	`scripts/smoke_gps_sources.py:213`
`fake_confirm_crack_for_image`	software	dead	`scripts/smoke_gps_sources.py:229`
`restore`	software	healthy	`scripts/smoke_gps_sources.py:237`
`main`	software	healthy	`scripts/smoke_defect_head.py:14`
`main`	software	healthy	`scripts/smoke_phase1.py:8`
`download_streetsurfacevis_cmd`	software	healthy	`src/tarmac/cli.py:20`
`download_cracks_concrete_pavement_cmd`	software	healthy	`src/tarmac/cli.py:38`
`download_crack500_cmd`	software	healthy	`src/tarmac/cli.py:57`
`download_deepcrack_cmd`	software	healthy	`src/tarmac/cli.py:68`
`download_runway_roboflow_cmd`	software	healthy	`src/tarmac/cli.py:79`
`download_crackairport_cmd`	software	healthy	`src/tarmac/cli.py:94`
`download_crackforest_cmd`	software	healthy	`src/tarmac/cli.py:113`
`download_rdd2022_cmd`	software	healthy	`src/tarmac/cli.py:132`
`download_codebrim_cmd`	software	healthy	`src/tarmac/cli.py:160`
`download_sdnet2018_cmd`	software	healthy	`src/tarmac/cli.py:177`
`prepare`	software	healthy	`src/tarmac/cli.py:199`
`prepare_cracks`	software	healthy	`src/tarmac/cli.py:214`

Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.

Label	Layer	Status	Path
`README.md`	software	healthy	`README.md`
`pyproject.toml`	software	healthy	`pyproject.toml`
`Makefile`	software	healthy	`Makefile`
`PLAN.md`	software	healthy	`PLAN.md`
`active_model.json`	software	healthy	`models/active_model.json`
`crack_seg_head.json`	software	healthy	`models/crack_seg_head.json`
`OVERVIEW.md`	software	healthy	`docs/OVERVIEW.md`
`smoke_crackseg.py`	software	healthy	`scripts/smoke_crackseg.py`
`smoke_seg_head.py`	software	healthy	`scripts/smoke_seg_head.py`
`smoke_visualize.py`	software	healthy	`scripts/smoke_visualize.py`
`smoke_crack.py`	software	healthy	`scripts/smoke_crack.py`
`smoke_survey.py`	software	healthy	`scripts/smoke_survey.py`
`smoke_phase45.py`	software	healthy	`scripts/smoke_phase45.py`
`smoke_assess.py`	software	healthy	`scripts/smoke_assess.py`
`smoke_defects.py`	software	healthy	`scripts/smoke_defects.py`
`smoke_seg_data.py`	software	healthy	`scripts/smoke_seg_data.py`
`smoke_gps_sources.py`	software	healthy	`scripts/smoke_gps_sources.py`
`smoke_defect_head.py`	software	healthy	`scripts/smoke_defect_head.py`
`smoke_phase1.py`	software	healthy	`scripts/smoke_phase1.py`
`pubspec.yaml`	software	healthy	`recording-app/pubspec.yaml`
`README.md`	software	healthy	`recording-app/README.md`
`analysis_options.yaml`	software	healthy	`recording-app/analysis_options.yaml`
`SPEC.md`	software	healthy	`recording-app/SPEC.md`
`build.gradle.kts`	software	healthy	`recording-app/android/build.gradle.kts`
`build.gradle.kts`	software	healthy	`recording-app/android/app/build.gradle.kts`
`MainActivity.kt`	software	healthy	`recording-app/android/app/src/main/kotlin/com/qualityunit/r…`
`RunnerTests.swift`	software	healthy	`recording-app/ios/RunnerTests/RunnerTests.swift`
`AppDelegate.swift`	software	healthy	`recording-app/ios/Runner/AppDelegate.swift`
`Runner-Bridging-Header.h`	software	healthy	`recording-app/ios/Runner/Runner-Bridging-Header.h`
`Contents.json`	software	healthy	`recording-app/ios/Runner/Assets.xcassets/AppIcon.appiconset…`
`README.md`	software	healthy	`recording-app/ios/Runner/Assets.xcassets/LaunchImage.images…`
`Contents.json`	software	healthy	`recording-app/ios/Runner/Assets.xcassets/LaunchImage.images…`
`DEFECT_DETECTION.md`	software	healthy	`reports/DEFECT_DETECTION.md`
`PHASE3_FINETUNE.md`	software	healthy	`reports/PHASE3_FINETUNE.md`
`crack_metrics.json`	software	healthy	`reports/crack_metrics.json`
`STRUCTURAL_DATASETS.md`	software	healthy	`reports/STRUCTURAL_DATASETS.md`
`PHASE2_BASELINE_dinov3_frozen.md`	software	healthy	`reports/PHASE2_BASELINE_dinov3_frozen.md`
`phase2_metrics_dinov3_frozen.json`	software	healthy	`reports/phase2_metrics_dinov3_frozen.json`
`defect_metrics.json`	software	healthy	`reports/defect_metrics.json`
`RESULTS.md`	software	healthy	`reports/RESULTS.md`
`PHASE2_BASELINE_dinov2_finetuned.md`	software	healthy	`reports/PHASE2_BASELINE_dinov2_finetuned.md`
`DATA_LICENSES.md`	software	healthy	`reports/DATA_LICENSES.md`
`CRACK_DETECTION.md`	software	healthy	`reports/CRACK_DETECTION.md`
`PHASE2_BASELINE.md`	software	healthy	`reports/PHASE2_BASELINE.md`
`PHASE2_BASELINE_dinov3_finetuned.md`	software	healthy	`reports/PHASE2_BASELINE_dinov3_finetuned.md`
`phase2_metrics_dinov3_finetuned.json`	software	healthy	`reports/phase2_metrics_dinov3_finetuned.json`
`SURFACE_QUALITY_RESEARCH.md`	software	healthy	`reports/SURFACE_QUALITY_RESEARCH.md`
`phase2_metrics.json`	software	healthy	`reports/phase2_metrics.json`
`phase2_metrics_dinov2_finetuned.json`	software	healthy	`reports/phase2_metrics_dinov2_finetuned.json`
`crack_seg_head_metrics.json`	software	healthy	`reports/crack_seg_head_metrics.json`

Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.

Label	Layer	Status	Path
`MendeleyFile`	software	healthy	`src/tarmac/datasets/rtk.py:19`
`CrackAirportResult`	software	healthy	`src/tarmac/datasets/crackairport.py:34`
`MendeleyFile`	software	healthy	`src/tarmac/datasets/crackairport.py:45`
`CrackForestResult`	software	healthy	`src/tarmac/datasets/crackforest.py:20`
`CodebrimResult`	software	healthy	`src/tarmac/datasets/codebrim.py:35`
`CrackMaskDownloadResult`	software	healthy	`src/tarmac/datasets/crack_masks.py:12`
`Rdd2022Result`	software	healthy	`src/tarmac/datasets/rdd2022.py:43`
`ManifestResult`	software	healthy	`src/tarmac/datasets/unify.py:32`
`CrackManifestResult`	software	healthy	`src/tarmac/datasets/crack_manifest.py:15`
`CrackConcretePavementResult`	software	healthy	`src/tarmac/datasets/cracks_concrete_pavement.py:27`
`MendeleyFile`	software	healthy	`src/tarmac/datasets/cracks_concrete_pavement.py:35`
`Sdnet2018Result`	software	healthy	`src/tarmac/datasets/sdnet2018.py:33`
`RunwayRoboflowResult`	software	healthy	`src/tarmac/datasets/runway_roboflow.py:24`
`StreetSurfaceVisDownload`	software	healthy	`src/tarmac/datasets/streetsurfacevis.py:17`
`DefectManifestResult`	software	healthy	`src/tarmac/datasets/defect_manifest.py:19`
`CrackTrainConfig`	software	healthy	`src/tarmac/crack/train.py:31`
`CrackImageDataset`	software	healthy	`src/tarmac/crack/train.py:47`
`CrackHead`	software	healthy	`src/tarmac/crack/model.py:7`
`SegRecord`	software	healthy	`src/tarmac/crack/seg_head.py:57`
`SegHeadTrainConfig`	software	healthy	`src/tarmac/crack/seg_head.py:65`
`PixelStats`	software	healthy	`src/tarmac/crack/seg_head.py:87`
`DenseCrackSegHead`	software	healthy	`src/tarmac/crack/seg_head.py:125`
`CrackSegMaskDataset`	software	healthy	`src/tarmac/crack/seg_head.py:154`
`LearnedSegHeadBundle`	software	healthy	`src/tarmac/crack/seg_head.py:194`
`CrackSegmentationResult`	software	healthy	`src/tarmac/crack/segment.py:16`
`StripBuildResult`	software	healthy	`src/tarmac/survey/strip.py:30`
`_SourceBand`	software	healthy	`src/tarmac/survey/strip.py:42`
`_VideoInfo`	software	healthy	`src/tarmac/survey/strip.py:50`
`_ProgressiveTileWriter`	software	healthy	`src/tarmac/survey/strip.py:382`
`FrameSample`	software	healthy	`src/tarmac/survey/stream.py:15`
`CrackConfirmationConfig`	software	healthy	`src/tarmac/survey/survey.py:61`
`SurveyModelContext`	software	healthy	`src/tarmac/survey/survey.py:69`
`StartLocation`	software	healthy	`src/tarmac/survey/telemetry.py:26`
`IMUParseResult`	software	healthy	`src/tarmac/survey/telemetry.py:42`
`GpsSourceType`	software	healthy	`src/tarmac/survey/gps_sources.py:22`
`GpsSource`	software	healthy	`src/tarmac/survey/gps_sources.py:30`
`DefectTrainConfig`	software	healthy	`src/tarmac/defect/train.py:24`
`DefectHead`	software	healthy	`src/tarmac/defect/model.py:7`
`DefectEmbeddingResult`	software	healthy	`src/tarmac/defect/embeddings.py:26`
`DefectImageDataset`	software	healthy	`src/tarmac/defect/embeddings.py:38`
`SimSiamConfig`	software	healthy	`src/tarmac/train/domain_adapt.py:41`
`SimSiamTileDataset`	software	healthy	`src/tarmac/train/domain_adapt.py:62`
`TileInferenceDataset`	software	healthy	`src/tarmac/train/domain_adapt.py:79`
`SimSiamProjector`	software	healthy	`src/tarmac/train/domain_adapt.py:96`
`SimSiamPredictor`	software	healthy	`src/tarmac/train/domain_adapt.py:113`
`SupConConfig`	software	healthy	`src/tarmac/train/supcon.py:34`
`SupConImageDataset`	software	healthy	`src/tarmac/train/supcon.py:57`
`EvalImageDataset`	software	healthy	`src/tarmac/train/supcon.py:75`
`ProjectionHead`	software	healthy	`src/tarmac/train/supcon.py:96`
`ActiveArtifacts`	software	healthy	`src/tarmac/inference/analyze.py:40`

Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.

Label	Layer	Status	Path
`models`	software	healthy	`models`
`docs`	software	healthy	`docs`
`scripts`	software	healthy	`scripts`
`recording-app`	software	healthy	`recording-app`
`android`	software	healthy	`recording-app/android`
`app`	software	healthy	`recording-app/android/app`
`src`	software	healthy	`recording-app/android/app/src`
`main`	software	healthy	`recording-app/android/app/src/main`
`kotlin`	software	healthy	`recording-app/android/app/src/main/kotlin`
`com`	software	healthy	`recording-app/android/app/src/main/kotlin/com`
`qualityunit`	software	healthy	`recording-app/android/app/src/main/kotlin/com/qualityunit`
`roadsurvey_recorder`	software	healthy	`recording-app/android/app/src/main/kotlin/com/qualityunit/r…`
`ios`	software	healthy	`recording-app/ios`
`RunnerTests`	software	healthy	`recording-app/ios/RunnerTests`
`Runner`	software	healthy	`recording-app/ios/Runner`
`Assets.xcassets`	software	healthy	`recording-app/ios/Runner/Assets.xcassets`
`AppIcon.appiconset`	software	healthy	`recording-app/ios/Runner/Assets.xcassets/AppIcon.appiconset`
`LaunchImage.imageset`	software	healthy	`recording-app/ios/Runner/Assets.xcassets/LaunchImage.images…`
`reports`	software	healthy	`reports`
`src`	software	healthy	`src`
`tarmac`	software	healthy	`src/tarmac`
`datasets`	software	healthy	`src/tarmac/datasets`
`ui`	software	healthy	`src/tarmac/ui`
`crack`	software	healthy	`src/tarmac/crack`
`survey`	software	healthy	`src/tarmac/survey`
`defect`	software	healthy	`src/tarmac/defect`
`eval`	software	healthy	`src/tarmac/eval`
`train`	software	healthy	`src/tarmac/train`
`inference`	software	healthy	`src/tarmac/inference`
`report`	software	healthy	`src/tarmac/report`
`cluster`	software	healthy	`src/tarmac/cluster`
`embedding`	software	healthy	`src/tarmac/embedding`

Label	Layer	Status	Path
`repobility-clone-7svyo_u0`	software	healthy	`/tmp/repobility-clone-7svyo_u0`

Label	Layer	Status	Path
`port:8765`	network	healthy	`scripts/smoke_phase45.py`

Label	Layer	Status	Path
`gpu (detected)`	hardware	healthy	`README.md`

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vzeman/tarmac

Complete repo analysis

function 50+

file 50+

class 50+

directory 32

repo 1

port 1

gpu 1