Synthetic Objects YOLO — POC Report

Phase 0.5 — 30 renders via Blender + ImportLDraw (Cycles, 64 samples, ARM64 CPU)

Summary

PartImagesAvg bboxMin bboxMax bbox
3070b 10 26.8% 16.7% 37.9%
3005 10 23.1% 16.3% 31.9%
3749 10 10.5% 6.0% 14.7%

Renderer

  • Engine: Blender 4.0.2 Cycles (ARM64 CPU, 64 samples, no denoising)
  • Mesh source: LDraw .dat files via ImportLDraw addon
  • Color pipeline: sRGB → linear via pow(x, 2.2), Standard view transform
  • Resolution: 640×640 JPEG

3070b

10 renders  |  bbox area: avg 26.8% (min 16.7%, max 37.9%)

3070b_000.jpg
Raw render
3070b_000_bbox
Bbox overlay
  elev=56° azim=9°  |  bbox 60%×58% (34.9% area)
3070b_001.jpg
Raw render
3070b_001_bbox
Bbox overlay
  elev=34° azim=84°  |  bbox 57%×46% (26.2% area)
3070b_002.jpg
Raw render
3070b_002_bbox
Bbox overlay
  elev=60° azim=57°  |  bbox 64%×59% (37.9% area)
3070b_003.jpg
Raw render
3070b_003_bbox
Bbox overlay
  elev=54° azim=291°  |  bbox 47%×41% (19.0% area)
3070b_004.jpg
Raw render
3070b_004_bbox
Bbox overlay
  elev=53° azim=254°  |  bbox 59%×58% (34.3% area)
3070b_005.jpg
Raw render
3070b_005_bbox
Bbox overlay
  elev=37° azim=128°  |  bbox 58%×47% (27.1% area)
3070b_006.jpg
Raw render
3070b_006_bbox
Bbox overlay
  elev=45° azim=356°  |  bbox 56%×46% (25.7% area)
3070b_007.jpg
Raw render
3070b_007_bbox
Bbox overlay
  elev=46° azim=24°  |  bbox 43%×39% (16.7% area)
3070b_008.jpg
Raw render
3070b_008_bbox
Bbox overlay
  elev=41° azim=89°  |  bbox 48%×42% (20.4% area)
3070b_009.jpg
Raw render
3070b_009_bbox
Bbox overlay
  elev=50° azim=272°  |  bbox 55%×46% (25.5% area)

3005

10 renders  |  bbox area: avg 23.1% (min 16.3%, max 31.9%)

3005_000.jpg
Raw render
3005_000_bbox
Bbox overlay
  elev=51° azim=350°  |  bbox 35%×46% (16.3% area)
3005_001.jpg
Raw render
3005_001_bbox
Bbox overlay
  elev=42° azim=57°  |  bbox 50%×61% (30.6% area)
3005_002.jpg
Raw render
3005_002_bbox
Bbox overlay
  elev=64° azim=183°  |  bbox 51%×55% (28.3% area)
3005_003.jpg
Raw render
3005_003_bbox
Bbox overlay
  elev=31° azim=334°  |  bbox 39%×48% (18.6% area)
3005_004.jpg
Raw render
3005_004_bbox
Bbox overlay
  elev=63° azim=352°  |  bbox 45%×51% (23.1% area)
3005_005.jpg
Raw render
3005_005_bbox
Bbox overlay
  elev=67° azim=272°  |  bbox 38%×44% (16.9% area)
3005_006.jpg
Raw render
3005_006_bbox
Bbox overlay
  elev=39° azim=122°  |  bbox 43%×53% (22.8% area)
3005_007.jpg
Raw render
3005_007_bbox
Bbox overlay
  elev=33° azim=86°  |  bbox 38%×49% (18.6% area)
3005_008.jpg
Raw render
3005_008_bbox
Bbox overlay
  elev=38° azim=35°  |  bbox 44%×54% (23.8% area)
3005_009.jpg
Raw render
3005_009_bbox
Bbox overlay
  elev=59° azim=288°  |  bbox 53%×60% (31.9% area)

3749

10 renders  |  bbox area: avg 10.5% (min 6.0%, max 14.7%)

3749_000.jpg
Raw render
3749_000_bbox
Bbox overlay
  elev=48° azim=310°  |  bbox 43%×23% (10.0% area)
3749_001.jpg
Raw render
3749_001_bbox
Bbox overlay
  elev=46° azim=173°  |  bbox 28%×33% (9.1% area)
3749_002.jpg
Raw render
3749_002_bbox
Bbox overlay
  elev=47° azim=345°  |  bbox 30%×30% (9.1% area)
3749_003.jpg
Raw render
3749_003_bbox
Bbox overlay
  elev=32° azim=113°  |  bbox 49%×27% (13.1% area)
3749_004.jpg
Raw render
3749_004_bbox
Bbox overlay
  elev=54° azim=243°  |  bbox 29%×43% (12.4% area)
3749_005.jpg
Raw render
3749_005_bbox
Bbox overlay
  elev=53° azim=114°  |  bbox 44%×33% (14.7% area)
3749_006.jpg
Raw render
3749_006_bbox
Bbox overlay
  elev=30° azim=224°  |  bbox 19%×32% (6.0% area)
3749_007.jpg
Raw render
3749_007_bbox
Bbox overlay
  elev=45° azim=57°  |  bbox 22%×34% (7.5% area)
3749_008.jpg
Raw render
3749_008_bbox
Bbox overlay
  elev=67° azim=37°  |  bbox 38%×28% (10.6% area)
3749_009.jpg
Raw render
3749_009_bbox
Bbox overlay
  elev=38° azim=228°  |  bbox 44%×29% (12.7% area)