GroundScope/docs/assets/architecture.dot at main · BoPythonAI/GroundScope · GitHub

1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
digraph GroundScopeArchitecture {
  graph [
    rankdir=TB,
    bgcolor="#FFFFFF",
    pad="0.35",
    nodesep="0.35",
    ranksep="0.55",
    splines=ortho,
    fontname="Arial",
    label="GroundScope: Presence-aware Open-vocabulary Video Segmentation",
    labelloc="t",
    fontsize=22,
    fontcolor="#172033"
  ];

  node [
    shape=box,
    style="rounded,filled",
    fontname="Arial",
    fontsize=11,
    color="#CBD5E1",
    fontcolor="#172033",
    penwidth=1.2,
    margin="0.18,0.12"
  ];

  edge [
    color="#64748B",
    penwidth=1.4,
    arrowsize=0.7
  ];

  input [label="Video + up to four\nlanguage targets", fillcolor="#E0F2FE", color="#38BDF8"];
  frontend [label="React inspection workspace\nupload · history · correction", fillcolor="#FEF3C7", color="#F59E0B"];
  api [label="FastAPI + serialized GPU queue\nSSE progress · resumable jobs", fillcolor="#ECFDF5", color="#10B981"];
  selector [label="Temporal frame selector\nsemantic · motion · hybrid", fillcolor="#F0F9FF"];
  sa2va [label="Frozen Sa2VA-1B\ntarget-specific anchors + [SEG]", fillcolor="#EDE9FE", color="#8B5CF6", penwidth=1.8];
  sam2 [label="Confidence-fused SAM2\nforward + reverse propagation", fillcolor="#F5F3FF", color="#A78BFA"];
  components [label="Connected-component split\nsingle-target identity selection", fillcolor="#FFF7ED", color="#FB923C"];
  reid [label="Presence state + CLIP re-ID\nexit · rejection · reacquisition", fillcolor="#FFEDD5", color="#F97316", penwidth=1.8];
  replay [label="Trusted-mask bootstrap suppression\nclean visual-only backward replay", fillcolor="#FCE7F3", color="#EC4899"];
  masks [label="Identity-filtered full-frame masks\nseparate provenance per target", fillcolor="#DCFCE7", color="#22C55E", penwidth=1.8];
  audit [label="Audit layer\ncoverage · presence · IoU · latency · VRAM", fillcolor="#ECFDF5", color="#10B981"];
  artifacts [label="Reproducible artifacts\nH.264 · masks · CSV/JSON · model revisions", fillcolor="#E0E7FF", color="#6366F1"];
  correction [label="Human mask revision\ntarget-specific add / erase", fillcolor="#FEF3C7", color="#F59E0B"];

  input -> frontend -> api -> selector -> sa2va -> sam2 -> components -> reid -> replay -> masks;
  masks -> audit;
  masks -> artifacts;
  audit -> frontend;
  artifacts -> frontend;
  frontend -> correction -> audit;
}