Hugging Face's logo

Datasets:
HBOrtiz
/
eval3_m2_arcface_toolkit

Modalities:
Image
Formats:
imagefolder
Libraries:
Datasets
Dataset card Data Studio Files
xet
 Community
HBOrtiz commited on
Commit
94e9182
·
verified ·
1 Parent(s): 817b336

add M2 toolkit data: 1445 embeddings, 0 face_labels

Browse files
This view is limited to 50 files because it contains too many changes.   See raw diff
Files changed (50) hide show
  1. README.md +79 -0
  2. arcface_embeddings/heldout/lecun/lecun_01.png.arcface.npy +3 -0
  3. arcface_embeddings/heldout/lecun/lecun_02.png.arcface.npy +3 -0
  4. arcface_embeddings/heldout/lecun/lecun_03.png.arcface.npy +3 -0
  5. arcface_embeddings/heldout/lecun/lecun_04.png.arcface.npy +3 -0
  6. arcface_embeddings/heldout/lecun/lecun_05.png.arcface.npy +3 -0
  7. arcface_embeddings/heldout/obama/obama_01.png.arcface.npy +3 -0
  8. arcface_embeddings/heldout/obama/obama_02.png.arcface.npy +3 -0
  9. arcface_embeddings/heldout/obama/obama_03.png.arcface.npy +3 -0
  10. arcface_embeddings/heldout/obama/obama_04.png.arcface.npy +3 -0
  11. arcface_embeddings/heldout/swift/swift_01.png.arcface.npy +3 -0
  12. arcface_embeddings/heldout/swift/swift_02.png.arcface.npy +3 -0
  13. arcface_embeddings/heldout/swift/swift_03.png.arcface.npy +3 -0
  14. arcface_embeddings/heldout/swift/swift_04.png.arcface.npy +3 -0
  15. arcface_embeddings/heldout/swift/swift_05.png.arcface.npy +3 -0
  16. arcface_embeddings/scraped/adam_sandler/01.jpg.arcface.npy +3 -0
  17. arcface_embeddings/scraped/adam_sandler/02.jpg.arcface.npy +3 -0
  18. arcface_embeddings/scraped/adam_sandler/03.jpg.arcface.npy +3 -0
  19. arcface_embeddings/scraped/adam_sandler/04.jpg.arcface.npy +3 -0
  20. arcface_embeddings/scraped/adam_sandler/05.jpg.arcface.npy +3 -0
  21. arcface_embeddings/scraped/adam_sandler/06.jpg.arcface.npy +3 -0
  22. arcface_embeddings/scraped/adam_sandler/07.jpg.arcface.npy +3 -0
  23. arcface_embeddings/scraped/adam_sandler/08.jpg.arcface.npy +3 -0
  24. arcface_embeddings/scraped/adam_sandler/09.jpg.arcface.npy +3 -0
  25. arcface_embeddings/scraped/adam_sandler/10.jpg.arcface.npy +3 -0
  26. arcface_embeddings/scraped/al_pacino/01.jpg.arcface.npy +3 -0
  27. arcface_embeddings/scraped/al_pacino/02.jpg.arcface.npy +3 -0
  28. arcface_embeddings/scraped/al_pacino/03.jpg.arcface.npy +3 -0
  29. arcface_embeddings/scraped/al_pacino/05.jpg.arcface.npy +3 -0
  30. arcface_embeddings/scraped/al_pacino/06.jpg.arcface.npy +3 -0
  31. arcface_embeddings/scraped/al_pacino/07.jpg.arcface.npy +3 -0
  32. arcface_embeddings/scraped/al_pacino/08.jpg.arcface.npy +3 -0
  33. arcface_embeddings/scraped/al_pacino/09.jpg.arcface.npy +3 -0
  34. arcface_embeddings/scraped/al_pacino/10.jpg.arcface.npy +3 -0
  35. arcface_embeddings/scraped/andrej_karpathy/01.jpg.arcface.npy +3 -0
  36. arcface_embeddings/scraped/andrej_karpathy/02.jpg.arcface.npy +3 -0
  37. arcface_embeddings/scraped/andrej_karpathy/03.jpg.arcface.npy +3 -0
  38. arcface_embeddings/scraped/andrej_karpathy/05.jpg.arcface.npy +3 -0
  39. arcface_embeddings/scraped/andrej_karpathy/06.jpg.arcface.npy +3 -0
  40. arcface_embeddings/scraped/andrej_karpathy/face_crop_03.jpg.arcface.npy +3 -0
  41. arcface_embeddings/scraped/andrej_karpathy/face_crop_06.jpg.arcface.npy +3 -0
  42. arcface_embeddings/scraped/andrew_ng/01.jpg.arcface.npy +3 -0
  43. arcface_embeddings/scraped/andrew_ng/02.jpg.arcface.npy +3 -0
  44. arcface_embeddings/scraped/andrew_ng/03.jpg.arcface.npy +3 -0
  45. arcface_embeddings/scraped/andrew_ng/04.jpg.arcface.npy +3 -0
  46. arcface_embeddings/scraped/andrew_ng/05.jpg.arcface.npy +3 -0
  47. arcface_embeddings/scraped/andrew_ng/06.jpg.arcface.npy +3 -0
  48. arcface_embeddings/scraped/andrew_ng/07.jpg.arcface.npy +3 -0
  49. arcface_embeddings/scraped/andrew_ng/09.jpg.arcface.npy +3 -0
  50. arcface_embeddings/scraped/andy_jassy/01.jpg.arcface.npy +3 -0
README.md ADDED
@@ -0,0 +1,79 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ # Eval 3 — M2 ArcFace toolkit data
2
+
3
+ Training-time-only artifacts for the M2 ArcFace cosine-distillation loss
4
+ (`dev/m2-arcface-toolkit` branch).
5
+
6
+ **Inference contract is unchanged.** This data is consumed only inside
7
+ the training-time dataloader. The deployed policy graph contains
8
+ `SmolVLA` alone — no ArcFace, no RetinaFace, no InsightFace.
9
+
10
+ ## Contents
11
+
12
+ | Path | What | Size |
13
+ |---|---|---|
14
+ | `celeb_embeddings.json` | Manifest: per-photo paths + per-celeb 512-D centroid (mean over the celeb's photos, L2-normalized) | ~3 MB |
15
+ | `arcface_embeddings/heldout/<celeb>/<photo>.arcface.npy` | Per-photo ArcFace `buffalo_l` embeddings for the 3 IID celebs' workspace photos (14 photos × 3 celebs) | ~30 KB |
16
+ | `arcface_embeddings/scraped/<celeb>/<photo>.arcface.npy` | Per-photo embeddings for 189 OOD celebs from the web-scraped bank | ~2.8 MB |
17
+ | `face_labels/<source_episode>.face_labels.json` | Per-frame face bboxes for one representative variant per source episode (151 sources × ~250 KB each) | ~39 MB |
18
+
19
+ ## How it was built
20
+
21
+ 1. **ArcFace cache:** `eval_3/aug/cache_arcface_embeddings.py` ran InsightFace
22
+ `buffalo_l` on every photo in `eval3_celebs/{heldout,scraped}/`,
23
+ keeping the largest detected face. 1,445 embeddings, 0 failures.
24
+ Leave-one-out top-1 identity recall on the full bank: **99.5 %**.
25
+ 2. **Face labels:** `eval_3/aug/build_face_labels.py` grouped the 9,216
26
+ augmented variants by source-episode prefix (151 unique sources, ~60
27
+ variants each share camera trajectory because the camera is
28
+ fixed), ran RetinaFace at `det_size=640` and `stride=5` (linear bbox
29
+ interpolation between keyframes) on one representative camera1 video
30
+ per source, and emitted per-frame bboxes sorted left-to-right by
31
+ x-center.
32
+
33
+ ## How to use at training time
34
+
35
+ ```python
36
+ import json, numpy as np
37
+ from pathlib import Path
38
+
39
+ # Step 1: load the manifest
40
+ manifest = json.loads((repo_root / "celeb_embeddings.json").read_text())
41
+
42
+ # Step 2: per-celeb centroid for the alignment-loss target
43
+ def celeb_centroid(slug: str) -> np.ndarray:
44
+ return np.asarray(manifest["celebs"][slug]["centroid"], dtype=np.float32)
45
+
46
+ # Step 3: per-source bboxes
47
+ def load_face_labels(source_episode: str) -> dict:
48
+ p = repo_root / "face_labels" / f"{source_episode}.face_labels.json"
49
+ return json.loads(p.read_text())
50
+
51
+ # Step 4: at each training step, join via the variant's augmentation.json:
52
+ # - read augmentation.json[new_layout_camera_lmr] (e.g. "OLS")
53
+ # - look up "OLS" → [obama@left, lecun@middle, swift@right]
54
+ # - load face_labels[source].frames[frame_idx].bboxes (sorted left-to-right)
55
+ # - per-bbox supervision target = ArcFace centroid of the celeb at that slot
56
+ ```
57
+
58
+ ## Identity-matching reliability
59
+
60
+ The matcher (RetinaFace bbox → ArcFace embedding → nearest centroid in
61
+ the 192-celeb gallery) was validated under leave-one-out:
62
+
63
+ | Bucket (photos/celeb) | LOO top-1 | Mean top1−top2 margin |
64
+ |---|---|---|
65
+ | 2 | 100 % | +0.36 |
66
+ | 3–4 | 100 % | +0.59 |
67
+ | 5–7 | 100 % | +0.60 |
68
+ | 8–12 | 99.2 % | +0.60 |
69
+ | 13+ | 100 % | +0.68 |
70
+
71
+ The 7 misses (out of 1,445) cluster on one celeb (`oier_mees`) whose
72
+ scraped bank is structurally broken (intra-celeb own-photo cosines
73
+ 0.05–0.13). Flag him before any reliance on OOD coverage.
74
+
75
+ ## Branch & docs
76
+
77
+ - Source branch: [`dev/m2-arcface-toolkit`](https://github.com/Ace3Z/LeMonkey/tree/dev/m2-arcface-toolkit)
78
+ - Experiment log: `docs/experiments/2026-05-19_m2_data_foundation.md`
79
+ - Validation report: `docs/report/2026-05-18_m2_arcface_validation.md`
arcface_embeddings/heldout/lecun/lecun_01.png.arcface.npy ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:5b7dddc5ad882f52aae0bfba237c7593ae0f02cd0f22679b3c3bba3649d5e45e
3
+ size 2176
arcface_embeddings/heldout/lecun/lecun_02.png.arcface.npy ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f9c738766bdcfe78e16d3b822838636083f023d46e435b1d48ab76353de5f006
3
+ size 2176
arcface_embeddings/heldout/lecun/lecun_03.png.arcface.npy ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:0154292dead275c4f69ca7af6f0a2d021b54cd107b3a2e3ffe41b8ab30d78b54
3
+ size 2176
arcface_embeddings/heldout/lecun/lecun_04.png.arcface.npy ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:7aa7fc8cabdf6f97d24ecf4cbb45898e9a5fc3885ad3eea6c2de3be95cfda778
3
+ size 2176
arcface_embeddings/heldout/lecun/lecun_05.png.arcface.npy ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d0a94e05313bcf9bab2a3185a6c6f566e0bc8aa6b27b040de07bfc908aae63de
3
+ size 2176
arcface_embeddings/heldout/obama/obama_01.png.arcface.npy ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:066f9b22fdfccdc6abf18e593bf2fdfab9e426fde4fc7a2741e2fd4e02ac15fc
3
+ size 2176
arcface_embeddings/heldout/obama/obama_02.png.arcface.npy ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d1e0dd60b33b712d6b1b7288544e0d2d47a395809ac9adccde4b6b83c817e2d9
3
+ size 2176
arcface_embeddings/heldout/obama/obama_03.png.arcface.npy ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:17c8c786382330a8c2d772660f7d73192afc2cbb31b4cdf4a70f792a48d7b9a1
3
+ size 2176
arcface_embeddings/heldout/obama/obama_04.png.arcface.npy ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ed3856b0a4e937d4a54270fb20cce6997374fa7e71d83a02f3f902334c3284ea
3
+ size 2176
arcface_embeddings/heldout/swift/swift_01.png.arcface.npy ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f229a6abe21bd13865b14c2b601e25516517b7ab9ce5fadb2feae82e9ed04805
3
+ size 2176
arcface_embeddings/heldout/swift/swift_02.png.arcface.npy ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:7cfbca0a059e11df331e65b9455c30c94f7868255ba4cdfe372bc0c333e5dd3f
3
+ size 2176
arcface_embeddings/heldout/swift/swift_03.png.arcface.npy ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:34565f97bc1455c1edad5d9013ba0c3904c14cc6878b839a610f9daa20e1f90c
3
+ size 2176
arcface_embeddings/heldout/swift/swift_04.png.arcface.npy ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:69844a3d6cfa00f54dcee7fdc335ce689f50a51d27a34cee106dad0269a0dfc3
3
+ size 2176
arcface_embeddings/heldout/swift/swift_05.png.arcface.npy ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:06eaf58fa6f11339c9bac7c5799944760c4bc4a6aebd83dbe7f4ce4d95cc4f9f
3
+ size 2176
arcface_embeddings/scraped/adam_sandler/01.jpg.arcface.npy ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:02a528ee8ed41fea49244f6c96b27cc1924bf44547eae34c7e4b1635db22e0d1
3
+ size 2176
arcface_embeddings/scraped/adam_sandler/02.jpg.arcface.npy ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:13ec2b97e803f0cc6197137d59d6f8855c3f14973bb76b69913c2d78af7e98bc
3
+ size 2176
arcface_embeddings/scraped/adam_sandler/03.jpg.arcface.npy ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ef8885eefa1e26f6921a6d09b90181cda3ee3b1089b5f17b481c7426f97a4d70
3
+ size 2176
arcface_embeddings/scraped/adam_sandler/04.jpg.arcface.npy ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:9e92fdcd7f8c19e6ef62631ee6c8f8c249803914fac0f73b9cde3836e6a4ae6c
3
+ size 2176
arcface_embeddings/scraped/adam_sandler/05.jpg.arcface.npy ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ad4f13f9a1d55eba525987a3945c70bfc6610afb23b915728adb0708bfcae448
3
+ size 2176
arcface_embeddings/scraped/adam_sandler/06.jpg.arcface.npy ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e40443cc7c4eb0a299e280ef916eb81a440163f3c271469a523f16bc441e3c17
3
+ size 2176
arcface_embeddings/scraped/adam_sandler/07.jpg.arcface.npy ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:9f6af714550a91e0432d9b3fd3400149f06beb519aca7b2672732335e528af0c
3
+ size 2176
arcface_embeddings/scraped/adam_sandler/08.jpg.arcface.npy ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ad2e4952ec30128b5ed00354dbc6b105702f65e783853764a151e0451e457441
3
+ size 2176
arcface_embeddings/scraped/adam_sandler/09.jpg.arcface.npy ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:dbe8df43ded225e4dafae21652c33956eb6fc7dbff9a9c908753ec5effe3294c
3
+ size 2176
arcface_embeddings/scraped/adam_sandler/10.jpg.arcface.npy ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:86d945ed5580ff546554093b144369f1f24de543e74bde266b521edd4c1fdfc7
3
+ size 2176
arcface_embeddings/scraped/al_pacino/01.jpg.arcface.npy ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e441a69857d7e792b4ee106b3245df02308e38796e19d0db4ce2f2f5edc0bebd
3
+ size 2176
arcface_embeddings/scraped/al_pacino/02.jpg.arcface.npy ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:1d2d9a068b9668bae81627c8d8ac4ebf3b316c7c53bf88c4731bf28153dd56dc
3
+ size 2176
arcface_embeddings/scraped/al_pacino/03.jpg.arcface.npy ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a55c2cd676be40dd5cfc1add6328b01c51bec429088e07f966babac6b78da181
3
+ size 2176
arcface_embeddings/scraped/al_pacino/05.jpg.arcface.npy ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:5ac35d63b16f7da4910d1013803c559c1d85bc80eb790492bb23219f0b024dd4
3
+ size 2176
arcface_embeddings/scraped/al_pacino/06.jpg.arcface.npy ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:4baf34dbe50d40e33eeacf5c4897bda9017a467c1576626a5c8145eea2cbec8d
3
+ size 2176
arcface_embeddings/scraped/al_pacino/07.jpg.arcface.npy ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ed6ca175ddc20688fdb1cdaa37f53f2dfb96c7ec6b853e8128db1ab1b7b6539c
3
+ size 2176
arcface_embeddings/scraped/al_pacino/08.jpg.arcface.npy ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:2d8f4427ce9cd4d0c0170f1ad434782f58901ee3d24a0b73ef718e513ce64712
3
+ size 2176
arcface_embeddings/scraped/al_pacino/09.jpg.arcface.npy ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:dadc9e6827f7d2c65102cfc8c2cfa5b8447a350833158b86c8b58ac6a815f102
3
+ size 2176
arcface_embeddings/scraped/al_pacino/10.jpg.arcface.npy ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:7602171bd196073b1d5964349dc6a83f50fb2c0793fee088a3f93feb46df6e67
3
+ size 2176
arcface_embeddings/scraped/andrej_karpathy/01.jpg.arcface.npy ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:48fa9e1feda6cc5fe0b2cdbbdbac2a6e49c4cf583638993d5617fac50375e1cf
3
+ size 2176
arcface_embeddings/scraped/andrej_karpathy/02.jpg.arcface.npy ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f815f48d9ef98c56f7234cdd404f6b07050364e474a8c2f4de95f9c0ac0daad8
3
+ size 2176
arcface_embeddings/scraped/andrej_karpathy/03.jpg.arcface.npy ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:302e6eca6a3ebc5371fb5db8e3524aa457371b21e60648504894724e2fc6b896
3
+ size 2176
arcface_embeddings/scraped/andrej_karpathy/05.jpg.arcface.npy ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b4fa5c022e61bbf9412dde2244b765f4a6830b6851d21712fab0d0c432e45140
3
+ size 2176
arcface_embeddings/scraped/andrej_karpathy/06.jpg.arcface.npy ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:55cc3bf6a1653436b340a0a7b50c8545c681ebb6d9f0218b6f9f59e1b668ad3b
3
+ size 2176
arcface_embeddings/scraped/andrej_karpathy/face_crop_03.jpg.arcface.npy ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:2a38bd44a403127e876a26fc83840e8091e287c5654da6647690fcd0fb59f803
3
+ size 2176
arcface_embeddings/scraped/andrej_karpathy/face_crop_06.jpg.arcface.npy ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a132fdc3151d9f87aa8ecfa4d514581a5ef85a3ba02483b59533be990c2a7e7e
3
+ size 2176
arcface_embeddings/scraped/andrew_ng/01.jpg.arcface.npy ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:53b301bf27a7c8f252b0ceb8f797ec2921fcc151276ec7a749dc1eba57ba0f81
3
+ size 2176
arcface_embeddings/scraped/andrew_ng/02.jpg.arcface.npy ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:fe4fe5f10cd1580c5643d1886d48cbe0b0d6c4bac39243a1873978caf649b2ab
3
+ size 2176
arcface_embeddings/scraped/andrew_ng/03.jpg.arcface.npy ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:9118f4de9d269c6cfa76bf796a0a9f3176860ce2f4bf1528998f30aad3e71585
3
+ size 2176
arcface_embeddings/scraped/andrew_ng/04.jpg.arcface.npy ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:5c68935c6096b3ce3d33f1eca578b9d75cb9cf70ee3a14b7ffddf7d10ce1d70e
3
+ size 2176
arcface_embeddings/scraped/andrew_ng/05.jpg.arcface.npy ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:610b643d539ff2753f529dcd993eacbfc02961d0901fa37d46b20fa9893b62a5
3
+ size 2176
arcface_embeddings/scraped/andrew_ng/06.jpg.arcface.npy ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:579c43448e1f5dddea6f005b3fbe20f18ed5655f39b2103e8ffe26d8acbf3c96
3
+ size 2176
arcface_embeddings/scraped/andrew_ng/07.jpg.arcface.npy ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:85a8eb6dfc55d5f1c9b8bc151a6320ac9c9add980e92e0e14b0b5b0c1d902454
3
+ size 2176
arcface_embeddings/scraped/andrew_ng/09.jpg.arcface.npy ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:3a9d3e8c295aee056ef0ecc76db7e050e4f31ef04b27bd2732114ea404861e1b
3
+ size 2176
arcface_embeddings/scraped/andy_jassy/01.jpg.arcface.npy ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:6f51ad256d0d2281e1ad87f721c11ae8514269c11be2dd98759f8dcf6321a5c0
3
+ size 2176