nx_avatar_cv_research_fetch.nx source
↩ module page · 64 lines · 5048 B
1// nx_avatar_cv_research_fetch.nx -- bank the AVATAR + COMPUTER-VISION-INGEST capability field (operator 2026-07-06:
2// Duix-Avatar + awesome-computer-vision -> "ingest videos/gifs/images into our synthetic humans; VRM, video
3// puppeteering, video analysis to ingest dance moves, + the coach"). Fetches the two seed repos AND the canonical
4// technique behind each capability area so the roadmap is RESEARCHED not guessed. The through-line: VIDEO -> POSE
5// -> MOTION DATA feeds the neural text2motion corpus (closes our "no real mocap" ceiling); AVATAR + VRM give the
6// synthetic human a face/voice/portable body; the COACH consumes pose to give form feedback. Sovereign TLS;
7// idempotent. expect_exit:0 ORIGINAL
8import "nx_research_engine.nx"
9const K_MAGIC_8388608: i64 = 8388608
10
11func F(u: *u8, o: *u8, store: *TrustStore, out: *u8, cap: i64) -> i64 { return rf_fetch_bank(u, o, store, out, cap) }
12
13func main() -> i64 {
14 let store: *TrustStore = rf_init()
15 if (store as i64) == 0 { rf_puts("avatar_cv: trust store load failed\n" as *u8); return 1 }
16 rf_puts("CA roots="); rf_putn(trust_store_count(store)); rf_puts(" -- AVATAR + CV-INGEST field -> Library\n" as *u8)
17 let cap: i64 = K_MAGIC_8388608
18 let out: *u8 = sys_mmap(cap)
19 var ok: i64 = 0
20
21 rf_section("SEED REPOS (operator links)" as *u8)
22 ok = ok + F("https://raw.githubusercontent.com/duixcom/Duix-Avatar/main/README.md" as *u8, "acv_duix_avatar" as *u8, store, out, cap)
23 ok = ok + F("https://raw.githubusercontent.com/jbhuang0604/awesome-computer-vision/master/README.md" as *u8, "acv_awesome_cv" as *u8, store, out, cap)
24
25 rf_section("TALKING AVATAR -- audio-driven digital human (Duix-class: Wav2Lip/SadTalker/GeneFace lineage)" as *u8)
26 ok = ok + F("https://en.wikipedia.org/wiki/Virtual_human" as *u8, "acv_virtual_human" as *u8, store, out, cap)
27 ok = ok + F("https://en.wikipedia.org/wiki/Lip_sync" as *u8, "acv_lipsync" as *u8, store, out, cap)
28 ok = ok + F("https://en.wikipedia.org/wiki/Facial_motion_capture" as *u8, "acv_facial_mocap" as *u8, store, out, cap)
29
30 rf_section("AVATAR FORMAT -- portable riggable body (VRM/glTF -- the substrate our rig exports to)" as *u8)
31 ok = ok + F("https://en.wikipedia.org/wiki/VRM_(file_format)" as *u8, "acv_vrm" as *u8, store, out, cap)
32 ok = ok + F("https://en.wikipedia.org/wiki/GlTF" as *u8, "acv_gltf" as *u8, store, out, cap)
33 ok = ok + F("https://en.wikipedia.org/wiki/VTuber" as *u8, "acv_vtuber" as *u8, store, out, cap)
34
35 rf_section("POSE ESTIMATION -- video -> skeleton (THE dance-move-ingest keystone; feeds our mocap corpus)" as *u8)
36 ok = ok + F("https://en.wikipedia.org/wiki/Articulated_body_pose_estimation" as *u8, "acv_pose_est" as *u8, store, out, cap)
37 ok = ok + F("https://en.wikipedia.org/wiki/Pose_(computer_vision)" as *u8, "acv_pose_cv" as *u8, store, out, cap)
38 ok = ok + F("https://en.wikipedia.org/wiki/Kinematics" as *u8, "acv_kinematics" as *u8, store, out, cap)
39
40 rf_section("MOTION CAPTURE FROM VIDEO -- markerless mocap -> motion DATA (retarget onto our rig)" as *u8)
41 ok = ok + F("https://en.wikipedia.org/wiki/Motion_capture" as *u8, "acv_mocap" as *u8, store, out, cap)
42 ok = ok + F("https://en.wikipedia.org/wiki/Motion_estimation" as *u8, "acv_motion_est" as *u8, store, out, cap)
43 ok = ok + F("https://en.wikipedia.org/wiki/Optical_flow" as *u8, "acv_optical_flow" as *u8, store, out, cap)
44
45 rf_section("VIDEO PUPPETEERING / REENACTMENT -- drive an avatar from a reference video (retarget)" as *u8)
46 ok = ok + F("https://en.wikipedia.org/wiki/Motion_retargeting" as *u8, "acv_retarget" as *u8, store, out, cap)
47 ok = ok + F("https://en.wikipedia.org/wiki/Rotoscoping" as *u8, "acv_rotoscope" as *u8, store, out, cap)
48
49 rf_section("VIDEO ANALYSIS / ACTION RECOGNITION -- classify the dance/exercise (the COACH's eyes)" as *u8)
50 ok = ok + F("https://en.wikipedia.org/wiki/Activity_recognition" as *u8, "acv_activity_recog" as *u8, store, out, cap)
51 ok = ok + F("https://en.wikipedia.org/wiki/Video_content_analysis" as *u8, "acv_video_analysis" as *u8, store, out, cap)
52 ok = ok + F("https://en.wikipedia.org/wiki/Gesture_recognition" as *u8, "acv_gesture" as *u8, store, out, cap)
53
54 rf_section("VIDEO/GIF/IMAGE INGEST -- the container/codec side (decode -> frames -> pose)" as *u8)
55 ok = ok + F("https://en.wikipedia.org/wiki/GIF" as *u8, "acv_gif" as *u8, store, out, cap)
56 ok = ok + F("https://en.wikipedia.org/wiki/Advanced_Video_Coding" as *u8, "acv_h264" as *u8, store, out, cap)
57 ok = ok + F("https://en.wikipedia.org/wiki/Video_coding_format" as *u8, "acv_vidcodec" as *u8, store, out, cap)
58
59 rf_section("COACH APPLICATION -- pose feedback for real goals (form, PT, sport)" as *u8)
60 ok = ok + F("https://en.wikipedia.org/wiki/Motion_analysis" as *u8, "acv_motion_analysis" as *u8, store, out, cap)
61
62 rf_puts("AVATAR+CV FIELD BANKED: "); rf_putn(ok); rf_puts(" / 24 -- seed repos + the video->pose->motion->avatar->coach chain is RESEARCHED\n" as *u8)
63 return 0
64}