🛠 IN-FLIGHT
_specs
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Data (11)
2-20260424-100739.json
{
"id": "2-20260424-100739",
"type": "jacket",
"complexity": "complex",
"reference": "inputs/2/62.241N2_226321_21#H_Front.jpg",
"model_image": "inputs/model1.jpeg",
"model_image_back": "inputs/model1_back.jpeg",
"spec": "specs/garment2.spec.json",
"recipe": "recipes/jacket/hybrid.json",
"classification": {
"type": "jacket",
"confidence": 0.95,
"subtype": "unstructured_herringbone_blazer",
"attributes": {
"closure_style": "single_breasted",
"lapel_style": "notch",
"pattern": "herringbone",
"fabric_family": "tweed",
"pockets": [
"chest_welt",
"hip_patch_left",
"hip_patch_right"
],
"complexity_tier": "complex",
"needs_composite_refinement": true
},
"notes": "Beige herringbone tweed two-button blazer with notch lapels, welt chest pocket and patch hip pockets; fabric weave is the dominant signal."
},
"notes": "Auto-generated by scripts/classify.py \u2014 review spec path + confirm before running.",
"reference_back": "inputs/2/62.241N2_226321_21#H_Back.jpg",
"reference_details": [
"inputs/2/62.241N2_226321_21#A_Detail1.jpg",
"inputs/2/62.241N2_226321_21#A_Detail2.jpg"
]
}
2-lockdown.json
{
"id": "2-lockdown",
"type": "jacket",
"complexity": "complex",
"reference": "inputs/2/62.241N2_226321_21#H_Front.jpg",
"model_image": "inputs/model1.jpeg",
"model_image_back": "inputs/model1_back.jpeg",
"spec": "specs/garment2.spec.json",
"recipe": "recipes/jacket/default.json",
"classification": {
"type": "jacket",
"confidence": 0.95,
"subtype": "unstructured_herringbone_blazer",
"attributes": {
"closure_style": "single_breasted",
"lapel_style": "notch",
"pattern": "herringbone",
"fabric_family": "tweed",
"pockets": [
"chest_welt",
"hip_patch_left",
"hip_patch_right"
],
"complexity_tier": "complex",
"needs_composite_refinement": true
},
"notes": "Beige unstructured two-button blazer in a pronounced herringbone tweed with a chest welt pocket and two rounded hip patch pockets \u2014 fabric weave is the primary visual signature."
},
"notes": "Auto-generated by scripts/classify.py \u2014 review spec path + confirm before running.",
"reference_back": "inputs/2/62.241N2_226321_21#H_Back.jpg",
"reference_details": [
"inputs/2/62.241N2_226321_21#A_Detail1.jpg",
"inputs/2/62.241N2_226321_21#A_Detail2.jpg"
]
}
2-rerun-with-defectgate.json
{
"id": "2-rerun-with-defectgate",
"type": "jacket",
"complexity": "complex",
"reference": "inputs/2/62.241N2_226321_21#H_Front.jpg",
"model_image": "inputs/model1.jpeg",
"model_image_back": "inputs/model1_back.jpeg",
"spec": "specs/garment2.spec.json",
"recipe": "recipes/jacket/hybrid.json",
"classification": {
"type": "jacket",
"confidence": 0.95,
"subtype": "unstructured_herringbone_blazer",
"attributes": {
"closure_style": "single_breasted",
"lapel_style": "notch",
"pattern": "herringbone",
"fabric_family": "tweed",
"pockets": [
"chest_welt",
"hip_patch_left",
"hip_patch_right"
],
"complexity_tier": "complex",
"needs_composite_refinement": true
},
"notes": "Beige herringbone wool/tweed two-button blazer with notch lapels, welt chest pocket and patch hip pockets \u2014 the fine woven chevron pattern is the dominant signal and is easily smoothed by try-on models."
},
"notes": "Auto-generated by scripts/classify.py \u2014 review spec path + confirm before running.",
"reference_back": "inputs/2/62.241N2_226321_21#H_Back.jpg",
"reference_details": [
"inputs/2/62.241N2_226321_21#A_Detail1.jpg",
"inputs/2/62.241N2_226321_21#A_Detail2.jpg"
]
}
3-20260424-101028.json
{
"id": "3-20260424-101028",
"type": "jacket",
"complexity": "medium",
"reference": "inputs/3/62.248S0_226220_23#H_Front.jpg",
"model_image": "inputs/model1.jpeg",
"model_image_back": "inputs/model1_back.jpeg",
"spec": "specs/garment3.spec.json",
"recipe": "recipes/jacket/hybrid.json",
"classification": {
"type": "jacket",
"confidence": 0.92,
"subtype": "shirt_jacket",
"attributes": {
"closure_style": "single_breasted",
"lapel_style": "shirt_collar",
"pattern": "solid",
"fabric_family": "wool",
"pockets": [
"chest_flap_left",
"chest_flap_right",
"hip_welt_left",
"hip_welt_right"
],
"complexity_tier": "medium",
"needs_composite_refinement": true
},
"notes": "Beige shirt-jacket/overshirt in a subtle twill weave with visible diagonal texture, shirt collar, five-button placket, two chest flap pockets and slanted hip welts \u2014 the fabric's twill character is a signature commercial try-on tends to flatten."
},
"notes": "Auto-generated by scripts/classify.py \u2014 review spec path + confirm before running.",
"reference_back": "inputs/3/62.248S0_226220_23#H_Back.jpg",
"reference_details": [
"inputs/3/62.248S0_226220_23#A_Detail1.jpg",
"inputs/3/62.248S0_226220_23#A_Detail2.jpg"
]
}
g1-hybrid-signoff.json
{
"id": "g1-hybrid-signoff",
"type": "jacket",
"complexity": "complex",
"reference": "inputs/1/62.243N2_226232_63#H_Front.jpg",
"reference_back": "inputs/1/62.243N2_226232_63#H_Back.jpg",
"model_image": "inputs/model1.jpeg",
"model_image_back": "inputs/model1_back.jpeg",
"spec": "specs/garment1.spec.json",
"recipe": "recipes/jacket/hybrid.json",
"drape_intensity": 0.5,
"swatch_image": "inputs/1/_swatch_body_only.jpeg",
"freq_sigma": 24,
"freq_alpha": 0.5,
"classification": {
"type": "jacket",
"confidence": 0.97,
"subtype": "double_breasted_chalk_stripe_blazer",
"attributes": {
"closure_style": "double_breasted",
"lapel_style": "peak",
"pattern": "chalk_stripe",
"fabric_family": "wool",
"complexity_tier": "complex",
"needs_composite_refinement": true
},
"notes": "G1 chalk-stripe DB blazer — high-frequency pattern, rerun via hybrid Poisson for customer sign-off."
},
"reference_details": [
"inputs/1/62.243N2_226232_63#A_Detail1.jpg"
],
"notes": "Customer sign-off rerun (Korrekturen_KI/3 feedback): default-recipe render flattened the chalk-stripe weave + smeared stripe rhythm. Hybrid recipe (best-of-N=5 + Poisson seamless-clone) targets R1/R3/R4/R10."
}
g1-hybrid-v042.json
{
"id": "g1-hybrid-v042",
"type": "jacket",
"complexity": "complex",
"reference": "inputs/1/62.243N2_226232_63#H_Front.jpg",
"reference_back": "inputs/1/62.243N2_226232_63#H_Back.jpg",
"model_image": "inputs/model1.jpeg",
"model_image_back": "inputs/model1_back.jpeg",
"spec": "specs/garment1.spec.json",
"recipe": "recipes/jacket/hybrid.json",
"drape_intensity": 0.5,
"swatch_image": "inputs/1/_swatch_clean_body.jpeg",
"freq_sigma": 48,
"freq_alpha": 0.30,
"classification": {
"type": "jacket",
"confidence": 0.97,
"subtype": "double_breasted_chalk_stripe_blazer",
"attributes": {
"closure_style": "double_breasted",
"lapel_style": "peak",
"pattern": "chalk_stripe",
"fabric_family": "wool",
"complexity_tier": "complex",
"needs_composite_refinement": true
},
"notes": "G1 chalk-stripe DB blazer. v0.4.2 trial: tile_jitter swatch preprocess + per-pattern (σ=48, α=0.30) routed from chalk-stripe class — targets the v0.4.1 satin-band failure mode at lapel rotation + back curvature."
},
"reference_details": [
"inputs/1/62.243N2_226232_63#A_Detail1.jpg"
],
"notes": "v0.4.2 sign-off retry: directional-bias cancellation via tile_jitter + chalk-stripe high-σ/low-α params. Compare against the v0.4.1 baseline (Korrekturen_v041_uncropped/) to confirm shoulder-blade and back-curvature bands are gone without losing weave detail."
}
g2-hybrid-signoff.json
{
"id": "g2-hybrid-signoff",
"type": "jacket",
"complexity": "complex",
"reference": "inputs/2/62.241N2_226321_21#H_Front.jpg",
"reference_back": "inputs/2/62.241N2_226321_21#H_Back.jpg",
"model_image": "inputs/model1.jpeg",
"model_image_back": "inputs/model1_back.jpeg",
"spec": "specs/garment2.spec.json",
"recipe": "recipes/jacket/hybrid.json",
"drape_intensity": 0.5,
"swatch_image": "inputs/2/_swatch_clean_body.jpeg",
"freq_sigma": 18,
"freq_alpha": 0.5,
"classification": {
"type": "jacket",
"confidence": 0.95,
"subtype": "unstructured_herringbone_blazer",
"attributes": {
"closure_style": "single_breasted",
"lapel_style": "notch",
"pattern": "herringbone",
"fabric_family": "tweed",
"complexity_tier": "complex",
"needs_composite_refinement": true
},
"notes": "G2 herringbone tweed blazer — fabric weave is the primary signature, flattened by FASHN baseline."
},
"reference_details": [
"inputs/2/62.241N2_226321_21#A_Detail1.jpg",
"inputs/2/62.241N2_226321_21#A_Detail2.jpg"
],
"notes": "Customer sign-off rerun (Korrekturen_KI/1 feedback): default render lost herringbone direction + button-stitch crispness. Hybrid recipe (best-of-N=5 + Poisson seamless-clone) targets weave preservation."
}
garment1-classified.json
{
"id": "1-20260424-095646",
"type": "jacket",
"complexity": "complex",
"reference": "inputs/1/62.243N2_226232_63#H_Front.jpg",
"model_image": "inputs/model1.jpeg",
"model_image_back": "inputs/model1_back.jpeg",
"spec": "specs/garment1.spec.json",
"recipe": "recipes/jacket/hybrid.json",
"classification": {
"type": "jacket",
"confidence": 0.97,
"subtype": "double_breasted_chalk_stripe_blazer",
"attributes": {
"closure_style": "double_breasted",
"lapel_style": "peak",
"pattern": "chalk_stripe",
"fabric_family": "wool",
"pockets": [
"chest_welt",
"hip_patch_left",
"hip_patch_right"
],
"complexity_tier": "complex",
"needs_composite_refinement": true
},
"notes": "Navy double-breasted peak-lapel blazer in a soft wool flannel with prominent woven chalk stripes and patch hip pockets \u2014 fabric character is the primary signal."
},
"notes": "Auto-generated by scripts/classify.py \u2014 review spec path + confirm before running.",
"reference_back": "inputs/1/62.243N2_226232_63#H_Back.jpg",
"reference_details": [
"inputs/1/62.243N2_226232_63#A_Detail1.jpg"
]
}
garment1-dryrun.json
{
"id": "garment1-dryrun",
"type": "jacket",
"complexity": "complex",
"reference": "inputs/1/62.243N2_226232_63#H_Front.jpg",
"model_image": "inputs/model1.jpeg",
"spec": "specs/garment1.spec.json",
"recipe": "recipes/jacket/default.json",
"notes": "First dry-run of the orchestrator. Uses the default jacket recipe; future jobs will select a recipe via scripts/classify.py."
}
garment1-int05.json
{
"id": "1-20260424-095646-int05",
"type": "jacket",
"complexity": "complex",
"reference": "inputs/1/62.243N2_226232_63#H_Front.jpg",
"model_image": "inputs/model1.jpeg",
"model_image_back": "inputs/model1_back.jpeg",
"spec": "specs/garment1.spec.json",
"recipe": "recipes/jacket/hybrid.json",
"classification": {
"type": "jacket",
"confidence": 0.97,
"subtype": "double_breasted_chalk_stripe_blazer",
"attributes": {
"closure_style": "double_breasted",
"lapel_style": "peak",
"pattern": "chalk_stripe",
"fabric_family": "wool",
"pockets": [
"chest_welt",
"hip_patch_left",
"hip_patch_right"
],
"complexity_tier": "complex",
"needs_composite_refinement": true
},
"notes": "Navy double-breasted peak-lapel blazer in a soft wool flannel with prominent woven chalk stripes and patch hip pockets \u2014 fabric character is the primary signal."
},
"notes": "Auto-generated by scripts/classify.py \u2014 review spec path + confirm before running.",
"reference_back": "inputs/1/62.243N2_226232_63#H_Back.jpg",
"reference_details": [
"inputs/1/62.243N2_226232_63#A_Detail1.jpg"
],
"drape_intensity": 0.5
}
sandbox-g1-profile-right.json
{
"id": "sandbox-g1-profile-right",
"type": "jacket",
"reference": "inputs/1/62.243N2_226232_63#H_Front.jpg",
"model_image": "/tmp/model_profile_right.jpg",
"spec": "specs/garment1.spec.json",
"recipe": "recipes/jacket/default.json",
"drape_intensity": 0.5,
"classification": {
"type": "jacket",
"subtype": "double_breasted_chalk_stripe_blazer",
"attributes": {
"complexity_tier": "complex",
"pattern": "chalk_stripe",
"fabric_family": "wool"
}
},
"notes": "Sandbox probe — G1 chalk-stripe garment rendered against the profile_right model view extracted from the multi-view composite."
}