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Initial commit: scene-actor-extraction pipeline

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Source (KPN++ pipeline nodes, ArcFace embedders, SCRFD/YuNet detectors,
gallery builder), build scripts, and eval artifacts.

- external/KPN as a git submodule (gitea.tourolle.paris/dtourolle/KPN)
- ONNX models tracked via Git LFS (models/*.onnx)
- generated outputs, TensorRT engines, reference repos, and media ignored
This commit is contained in:
dtourolle
2026-06-12 15:29:01 +02:00
commit d753062c6c
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eval/gt.json
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[
{
"crop": "eval/probe/nm0001589_0000.jpg",
"imdb_id": "nm0001589",
"actor_name": "Michael Palin",
"source_frame": "tt0079470/shot_0119_img_0.jpg"
},
{
"crop": "eval/probe/nm0001589_0001.jpg",
"imdb_id": "nm0001589",
"actor_name": "Michael Palin",
"source_frame": "tt0079470/shot_0125_img_2.jpg"
},
{
"crop": "eval/probe/nm0001589_0002.jpg",
"imdb_id": "nm0001589",
"actor_name": "Michael Palin",
"source_frame": "tt0079470/shot_0128_img_1.jpg"
},
{
"crop": "eval/probe/nm0001589_0003.jpg",
"imdb_id": "nm0001589",
"actor_name": "Michael Palin",
"source_frame": "tt0079470/shot_0225_img_0.jpg"
},
{
"crop": "eval/probe/nm0001589_0004.jpg",
"imdb_id": "nm0001589",
"actor_name": "Michael Palin",
"source_frame": "tt0079470/shot_0306_img_2.jpg"
},
{
"crop": "eval/probe/nm0001589_0005.jpg",
"imdb_id": "nm0001589",
"actor_name": "Michael Palin",
"source_frame": "tt0079470/shot_0308_img_1.jpg"
},
{
"crop": "eval/probe/nm0001589_0006.jpg",
"imdb_id": "nm0001589",
"actor_name": "Michael Palin",
"source_frame": "tt0079470/shot_0311_img_1.jpg"
},
{
"crop": "eval/probe/nm0001589_0007.jpg",
"imdb_id": "nm0001589",
"actor_name": "Michael Palin",
"source_frame": "tt0079470/shot_0315_img_0.jpg"
},
{
"crop": "eval/probe/nm0001589_0008.jpg",
"imdb_id": "nm0001589",
"actor_name": "Michael Palin",
"source_frame": "tt0079470/shot_0317_img_1.jpg"
},
{
"crop": "eval/probe/nm0001589_0009.jpg",
"imdb_id": "nm0001589",
"actor_name": "Michael Palin",
"source_frame": "tt0079470/shot_0319_img_1.jpg"
},
{
"crop": "eval/probe/nm0000114_0000.jpg",
"imdb_id": "nm0000114",
"actor_name": "Steve Buscemi",
"source_frame": "tt0101410/shot_0072_img_0.jpg"
},
{
"crop": "eval/probe/nm0000114_0001.jpg",
"imdb_id": "nm0000114",
"actor_name": "Steve Buscemi",
"source_frame": "tt0101410/shot_0074_img_2.jpg"
},
{
"crop": "eval/probe/nm0000114_0002.jpg",
"imdb_id": "nm0000114",
"actor_name": "Steve Buscemi",
"source_frame": "tt0101410/shot_0078_img_0.jpg"
},
{
"crop": "eval/probe/nm0000114_0003.jpg",
"imdb_id": "nm0000114",
"actor_name": "Steve Buscemi",
"source_frame": "tt0101410/shot_0079_img_2.jpg"
},
{
"crop": "eval/probe/nm0000114_0004.jpg",
"imdb_id": "nm0000114",
"actor_name": "Steve Buscemi",
"source_frame": "tt0101410/shot_0080_img_0.jpg"
},
{
"crop": "eval/probe/nm0000114_0005.jpg",
"imdb_id": "nm0000114",
"actor_name": "Steve Buscemi",
"source_frame": "tt0101410/shot_0638_img_0.jpg"
},
{
"crop": "eval/probe/nm0000114_0006.jpg",
"imdb_id": "nm0000114",
"actor_name": "Steve Buscemi",
"source_frame": "tt0101410/shot_0641_img_0.jpg"
},
{
"crop": "eval/probe/nm0000114_0007.jpg",
"imdb_id": "nm0000114",
"actor_name": "Steve Buscemi",
"source_frame": "tt0105236/shot_0017_img_1.jpg"
},
{
"crop": "eval/probe/nm0000114_0008.jpg",
"imdb_id": "nm0000114",
"actor_name": "Steve Buscemi",
"source_frame": "tt0105236/shot_0022_img_2.jpg"
},
{
"crop": "eval/probe/nm0000114_0009.jpg",
"imdb_id": "nm0000114",
"actor_name": "Steve Buscemi",
"source_frame": "tt0105236/shot_0024_img_0.jpg"
},
{
"crop": "eval/probe/nm0005042_0000.jpg",
"imdb_id": "nm0005042",
"actor_name": "Jason Isaacs",
"source_frame": "tt0119081/shot_0097_img_2.jpg"
},
{
"crop": "eval/probe/nm0005042_0001.jpg",
"imdb_id": "nm0005042",
"actor_name": "Jason Isaacs",
"source_frame": "tt0119081/shot_0100_img_0.jpg"
},
{
"crop": "eval/probe/nm0005042_0002.jpg",
"imdb_id": "nm0005042",
"actor_name": "Jason Isaacs",
"source_frame": "tt0119081/shot_0108_img_0.jpg"
},
{
"crop": "eval/probe/nm0005042_0003.jpg",
"imdb_id": "nm0005042",
"actor_name": "Jason Isaacs",
"source_frame": "tt0119081/shot_0110_img_0.jpg"
},
{
"crop": "eval/probe/nm0005042_0004.jpg",
"imdb_id": "nm0005042",
"actor_name": "Jason Isaacs",
"source_frame": "tt0119081/shot_0121_img_0.jpg"
},
{
"crop": "eval/probe/nm0005042_0005.jpg",
"imdb_id": "nm0005042",
"actor_name": "Jason Isaacs",
"source_frame": "tt0119081/shot_0123_img_0.jpg"
},
{
"crop": "eval/probe/nm0005042_0006.jpg",
"imdb_id": "nm0005042",
"actor_name": "Jason Isaacs",
"source_frame": "tt0119081/shot_0151_img_0.jpg"
},
{
"crop": "eval/probe/nm0005042_0007.jpg",
"imdb_id": "nm0005042",
"actor_name": "Jason Isaacs",
"source_frame": "tt0119081/shot_0158_img_0.jpg"
},
{
"crop": "eval/probe/nm0005042_0008.jpg",
"imdb_id": "nm0005042",
"actor_name": "Jason Isaacs",
"source_frame": "tt0119081/shot_0178_img_0.jpg"
},
{
"crop": "eval/probe/nm0005042_0009.jpg",
"imdb_id": "nm0005042",
"actor_name": "Jason Isaacs",
"source_frame": "tt0119081/shot_0180_img_0.jpg"
},
{
"crop": "eval/probe/nm0175916_0000.jpg",
"imdb_id": "nm0175916",
"actor_name": "Paddy Considine",
"source_frame": "tt0440963/shot_0154_img_0.jpg"
},
{
"crop": "eval/probe/nm0175916_0001.jpg",
"imdb_id": "nm0175916",
"actor_name": "Paddy Considine",
"source_frame": "tt0440963/shot_0157_img_0.jpg"
},
{
"crop": "eval/probe/nm0175916_0002.jpg",
"imdb_id": "nm0175916",
"actor_name": "Paddy Considine",
"source_frame": "tt0440963/shot_0161_img_0.jpg"
},
{
"crop": "eval/probe/nm0175916_0003.jpg",
"imdb_id": "nm0175916",
"actor_name": "Paddy Considine",
"source_frame": "tt0440963/shot_0163_img_0.jpg"
},
{
"crop": "eval/probe/nm0175916_0004.jpg",
"imdb_id": "nm0175916",
"actor_name": "Paddy Considine",
"source_frame": "tt0440963/shot_0164_img_0.jpg"
},
{
"crop": "eval/probe/nm0175916_0005.jpg",
"imdb_id": "nm0175916",
"actor_name": "Paddy Considine",
"source_frame": "tt0440963/shot_0167_img_0.jpg"
},
{
"crop": "eval/probe/nm0175916_0006.jpg",
"imdb_id": "nm0175916",
"actor_name": "Paddy Considine",
"source_frame": "tt0440963/shot_0199_img_2.jpg"
},
{
"crop": "eval/probe/nm0175916_0007.jpg",
"imdb_id": "nm0175916",
"actor_name": "Paddy Considine",
"source_frame": "tt0440963/shot_0200_img_2.jpg"
},
{
"crop": "eval/probe/nm0175916_0008.jpg",
"imdb_id": "nm0175916",
"actor_name": "Paddy Considine",
"source_frame": "tt0440963/shot_0201_img_2.jpg"
},
{
"crop": "eval/probe/nm0175916_0009.jpg",
"imdb_id": "nm0175916",
"actor_name": "Paddy Considine",
"source_frame": "tt0440963/shot_0202_img_0.jpg"
},
{
"crop": "eval/probe/nm1385871_0000.jpg",
"imdb_id": "nm1385871",
"actor_name": "Olga Kurylenko",
"source_frame": "tt1483013/shot_0005_img_1.jpg"
},
{
"crop": "eval/probe/nm1385871_0001.jpg",
"imdb_id": "nm1385871",
"actor_name": "Olga Kurylenko",
"source_frame": "tt1483013/shot_0009_img_0.jpg"
},
{
"crop": "eval/probe/nm1385871_0002.jpg",
"imdb_id": "nm1385871",
"actor_name": "Olga Kurylenko",
"source_frame": "tt1483013/shot_0010_img_2.jpg"
},
{
"crop": "eval/probe/nm1385871_0003.jpg",
"imdb_id": "nm1385871",
"actor_name": "Olga Kurylenko",
"source_frame": "tt1483013/shot_0013_img_1.jpg"
},
{
"crop": "eval/probe/nm1385871_0004.jpg",
"imdb_id": "nm1385871",
"actor_name": "Olga Kurylenko",
"source_frame": "tt1483013/shot_0014_img_1.jpg"
},
{
"crop": "eval/probe/nm1385871_0005.jpg",
"imdb_id": "nm1385871",
"actor_name": "Olga Kurylenko",
"source_frame": "tt1483013/shot_0543_img_0.jpg"
},
{
"crop": "eval/probe/nm1385871_0006.jpg",
"imdb_id": "nm1385871",
"actor_name": "Olga Kurylenko",
"source_frame": "tt1483013/shot_0585_img_1.jpg"
},
{
"crop": "eval/probe/nm1385871_0007.jpg",
"imdb_id": "nm1385871",
"actor_name": "Olga Kurylenko",
"source_frame": "tt1483013/shot_0628_img_0.jpg"
},
{
"crop": "eval/probe/nm1385871_0008.jpg",
"imdb_id": "nm1385871",
"actor_name": "Olga Kurylenko",
"source_frame": "tt1483013/shot_0631_img_0.jpg"
},
{
"crop": "eval/probe/nm1385871_0009.jpg",
"imdb_id": "nm1385871",
"actor_name": "Olga Kurylenko",
"source_frame": "tt1483013/shot_0635_img_1.jpg"
},
{
"crop": "eval/probe/nm2057859_0000.jpg",
"imdb_id": "nm2057859",
"actor_name": "Andrea Riseborough",
"source_frame": "tt1483013/shot_0019_img_2.jpg"
},
{
"crop": "eval/probe/nm2057859_0001.jpg",
"imdb_id": "nm2057859",
"actor_name": "Andrea Riseborough",
"source_frame": "tt1483013/shot_0032_img_0.jpg"
},
{
"crop": "eval/probe/nm2057859_0002.jpg",
"imdb_id": "nm2057859",
"actor_name": "Andrea Riseborough",
"source_frame": "tt1483013/shot_0055_img_2.jpg"
},
{
"crop": "eval/probe/nm2057859_0003.jpg",
"imdb_id": "nm2057859",
"actor_name": "Andrea Riseborough",
"source_frame": "tt1483013/shot_0057_img_0.jpg"
},
{
"crop": "eval/probe/nm2057859_0004.jpg",
"imdb_id": "nm2057859",
"actor_name": "Andrea Riseborough",
"source_frame": "tt1483013/shot_0059_img_0.jpg"
},
{
"crop": "eval/probe/nm2057859_0005.jpg",
"imdb_id": "nm2057859",
"actor_name": "Andrea Riseborough",
"source_frame": "tt1483013/shot_0063_img_1.jpg"
},
{
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"imdb_id": "nm2057859",
"actor_name": "Andrea Riseborough",
"source_frame": "tt1483013/shot_0072_img_0.jpg"
},
{
"crop": "eval/probe/nm2057859_0007.jpg",
"imdb_id": "nm2057859",
"actor_name": "Andrea Riseborough",
"source_frame": "tt1483013/shot_0074_img_0.jpg"
},
{
"crop": "eval/probe/nm2057859_0008.jpg",
"imdb_id": "nm2057859",
"actor_name": "Andrea Riseborough",
"source_frame": "tt1483013/shot_0075_img_2.jpg"
},
{
"crop": "eval/probe/nm2057859_0009.jpg",
"imdb_id": "nm2057859",
"actor_name": "Andrea Riseborough",
"source_frame": "tt1483013/shot_0080_img_0.jpg"
}
]
eval/predictions_mbf.json
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eval/predictions_r18.json
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eval/predictions_r50.json
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eval/report.md
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# MovieNet Validation Report
## Summary
| Model | Rank-1 | Det.Fail | Mean-sim | Probes | Size |
| ----- | ------ | -------- | -------- | ------ | ----- |
| R50 | 85.2% | 10.0% | 0.470 | 60 | 167MB |
| R18 | 72.2% | 10.0% | 0.453 | 60 | 46MB |
| MBF | 83.3% | 10.0% | 0.383 | 60 | 13MB |
## Per-Actor Recall
| Actor | R50 | R18 | MBF |
| ------------------ | ------------ | ------------ | ------------ |
| Steve Buscemi | 100% (9/9) | 100% (9/9) | 100% (9/9) |
| Michael Palin | 88% (7/8) | 50% (4/8) | 62% (5/8) |
| Jason Isaacs | 100% (10/10) | 100% (10/10) | 100% (10/10) |
| Paddy Considine | 50% (5/10) | 50% (5/10) | 60% (6/10) |
| Olga Kurylenko | 89% (8/9) | 67% (6/9) | 100% (9/9) |
| Andrea Riseborough | 88% (7/8) | 62% (5/8) | 75% (6/8) |