Init Family Identity Sheet Pipeline
Raw refs as-is -> GPT Image 2 widescreen identity sheet -> Fal Crystal upscale -> 3 Seedream 4.5 candidates and 3 GPT Image 2 candidates, repeated twice per subject for variance.
| Subject | Run | Refs | Scene | Candidates | Error |
|---|---|---|---|---|---|
| Aunt | 1 | 4 | [F4] black long-sleeve dress with high neckli... | clean white seamless studio ba... | 6/6 | |
| Aunt | 2 | 4 | [F4] black long-sleeve dress with high neckli... | clean white seamless studio ba... | 6/6 | |
| Dad | 1 | 1 | [F5] charcoal suit with light blue dress shir... | neutral beige gradient | 6/6 | |
| Dad | 2 | 1 | [F5] charcoal suit with light blue dress shir... | neutral beige gradient | 6/6 | |
| Km | 1 | 8 | [F4] deep green blazer over ivory blouse with... | ivory glaze studio | 6/6 | |
| Km | 2 | 8 | [F4] deep green blazer over ivory blouse with... | ivory glaze studio | 6/6 | |
| Liz | 1 | 9 | [F4] classic navy pantsuit with white blouse | deep charcoal gradient studio ... | 6/6 | |
| Liz | 2 | 9 | [F4] classic navy pantsuit with white blouse | deep charcoal gradient studio ... | 6/6 | |
| Test Me | 1 | 1 | [F4] deep navy blazer over pale gray dress sh... | neutral taupe studio gradient ... | 6/6 | |
| Test Me | 2 | 1 | [F4] deep navy blazer over pale gray dress sh... | neutral taupe studio gradient ... | 6/6 | |
| Mike | 1 | 1 | [F4] dark blue suit jacket with a crisp white... | clean white seamless studio ba... | 6/6 | |
| Mike | 2 | 1 | [F4] dark blue suit jacket with a crisp white... | clean white seamless studio ba... | 6/6 | |
| Mom | 1 | 1 | [F4] navy sheath dress with blazer and high n... | light grey studio texture | 6/6 | |
| Mom | 2 | 1 | [F4] navy sheath dress with blazer and high n... | light grey studio texture | 6/6 | |
| Ranjit | 1 | 1 | [F4] charcoal blazer over crisp white button-... | neutral gray gradient studio b... | 6/6 | |
| Ranjit | 2 | 1 | [F4] charcoal blazer over crisp white button-... | neutral gray gradient studio b... | 6/6 |
Aunt · Run 1
aunt · run 1 of model variance test · 4 raw input(s) · sex hint: female
GPT Image 2 Widescreen Sheet
Fal Crystal Upscaled Sheet
Production Preview Prompt
Prompt sent to Seedream 4.5
The provided reference image is a single-subject identity sheet with multiple views. Use it only to preserve identity. Generate exactly one final portrait image, not another sheet or collage.
{
"subject": "EXACT person from reference photos - professional corporate headshot, preserve all head coverings and religious attire from reference, ONLY ONE PERSON in the image",
"eye_contact": "subject looking directly at camera, direct eye contact with viewer",
"framing": "face takes up majority of the image, tight head and shoulders crop, face clearly visible",
"expression": "warm approachable expression, slight smile, calm confidence",
"pose": "gentle head tilt, shoulders squared, head and shoulders crop",
"clothing": "black long-sleeve dress with high neckline and clean lines",
"lighting": "soft, even portrait lighting with gentle front fill and balanced exposure; no harsh directional light, no hard shadows, no blown highlights",
"background": "clean white seamless studio backdrop, neutral clean background with soft blur and no bright hotspots",
"camera": "85mm portrait lens, medium close-up, eye level or slightly above, shallow depth of field, tack sharp focus on eyes and face",
"style": "LinkedIn professional headshot, corporate website quality, clean and modern",
"quality": "high-end studio photography, crystal clear sharp focus, natural skin tones, professional retouching aesthetic",
"requirements": "IT IS VITALLY IMPORTANT THAT THE SUBJECT IS LOOKING DIRECTLY INTO THE CAMERA LENS AND NOWHERE ELSE, SUBJECT MUST BE LOOKING AT THE CAMERA LENS",
"negative_prompt": "No text, no logs and no badges, no harsh shadows, no blown highlights, no dramatic split lighting, no strong sunlight"
}Seedream 4.5 Headshot Candidates
Candidate 1
Candidate 2
Candidate 3
provider attempts
WaveSpeed Seedream 4.5: WaveSpeed job failed: Service is temporarily unavailable. Please try again in a moment.
GPT Image 2 Headshot Candidates
Candidate 1
Candidate 2
Candidate 3
Aunt · Run 2
aunt · run 2 of model variance test · 4 raw input(s) · sex hint: female
Raw Inputs Normalized As-Is
GPT Image 2 Widescreen Sheet
Fal Crystal Upscaled Sheet
Production Preview Prompt
Prompt sent to Seedream 4.5
The provided reference image is a single-subject identity sheet with multiple views. Use it only to preserve identity. Generate exactly one final portrait image, not another sheet or collage.
{
"subject": "EXACT person from reference photos - professional corporate headshot, preserve all head coverings and religious attire from reference, ONLY ONE PERSON in the image",
"eye_contact": "subject looking directly at camera, direct eye contact with viewer",
"framing": "face takes up majority of the image, tight head and shoulders crop, face clearly visible",
"expression": "warm approachable expression, slight smile, calm confidence",
"pose": "gentle head tilt, shoulders squared, head and shoulders crop",
"clothing": "black long-sleeve dress with high neckline and clean lines",
"lighting": "soft, even portrait lighting with gentle front fill and balanced exposure; no harsh directional light, no hard shadows, no blown highlights",
"background": "clean white seamless studio backdrop, neutral clean background with soft blur and no bright hotspots",
"camera": "85mm portrait lens, medium close-up, eye level or slightly above, shallow depth of field, tack sharp focus on eyes and face",
"style": "LinkedIn professional headshot, corporate website quality, clean and modern",
"quality": "high-end studio photography, crystal clear sharp focus, natural skin tones, professional retouching aesthetic",
"requirements": "IT IS VITALLY IMPORTANT THAT THE SUBJECT IS LOOKING DIRECTLY INTO THE CAMERA LENS AND NOWHERE ELSE, SUBJECT MUST BE LOOKING AT THE CAMERA LENS",
"negative_prompt": "No text, no logs and no badges, no harsh shadows, no blown highlights, no dramatic split lighting, no strong sunlight"
}Seedream 4.5 Headshot Candidates
Candidate 1
provider attempts
WaveSpeed Seedream 4.5: HTTPSConnectionPool(host='api.wavespeed.ai', port=443): Max retries exceeded with url: /api/v3/predictions/42baebcb296c44d1acffedec5a73dba8/result (Caused by ConnectTimeoutError(<HTTPSConnection(host='api.wavespeed.ai', port=443) at 0x2bba8921df0>, 'Connection to api.wavespeed.ai timed out. (connect timeout=30)'))
Candidate 2
Candidate 3
GPT Image 2 Headshot Candidates
Candidate 1
Candidate 2
Candidate 3
Dad · Run 1
dad · run 1 of model variance test · 1 raw input(s) · sex hint: male
Raw Inputs Normalized As-Is
GPT Image 2 Widescreen Sheet
Fal Crystal Upscaled Sheet
Production Preview Prompt
Prompt sent to Seedream 4.5
The provided reference image is a single-subject identity sheet with multiple views. Use it only to preserve identity. Generate exactly one final portrait image, not another sheet or collage.
{
"subject": "EXACT person from reference photos - executive business portrait, preserve all head coverings and religious attire from reference, ONLY ONE PERSON in the image",
"eye_contact": "subject looking directly at camera, direct eye contact with viewer, commanding presence",
"framing": "face takes up majority of the image, tight head and shoulders crop, face clearly visible",
"expression": "composed executive expression, subtle confident smile, calm authority",
"pose": "straight-on head and shoulders, chin slightly down and forward, composed posture",
"clothing": "charcoal suit with light blue dress shirt and navy tie",
"lighting": "soft, even portrait lighting with gentle front fill and balanced exposure; no harsh directional light, no hard shadows, no blown highlights",
"background": "neutral beige gradient, neutral clean background with soft blur and no bright hotspots",
"camera": "85mm portrait lens, medium close-up, eye level or slightly above, shallow depth of field, tack sharp focus on eyes and face",
"style": "Fortune 500 executive portrait, Wall Street Journal quality, powerful and refined",
"quality": "high-end studio photography, crystal clear sharp focus, rich tones, magazine cover worthy",
"requirements": "IT IS VITALLY IMPORTANT THAT THE SUBJECT IS LOOKING DIRECTLY INTO THE CAMERA LENS AND NOWHERE ELSE, SUBJECT MUST BE LOOKING AT THE CAMERA LENS",
"negative_prompt": "No text, no logs and no badges, no harsh shadows, no blown highlights, no dramatic split lighting, no strong sunlight"
}Seedream 4.5 Headshot Candidates
Candidate 1
Candidate 2
Candidate 3
provider attempts
WaveSpeed Seedream 4.5: WaveSpeed job timed out after 180s
GPT Image 2 Headshot Candidates
Candidate 1
Candidate 2
Candidate 3
Dad · Run 2
dad · run 2 of model variance test · 1 raw input(s) · sex hint: male
Raw Inputs Normalized As-Is
GPT Image 2 Widescreen Sheet
Fal Crystal Upscaled Sheet
Production Preview Prompt
Prompt sent to Seedream 4.5
The provided reference image is a single-subject identity sheet with multiple views. Use it only to preserve identity. Generate exactly one final portrait image, not another sheet or collage.
{
"subject": "EXACT person from reference photos - executive business portrait, preserve all head coverings and religious attire from reference, ONLY ONE PERSON in the image",
"eye_contact": "subject looking directly at camera, direct eye contact with viewer, commanding presence",
"framing": "face takes up majority of the image, tight head and shoulders crop, face clearly visible",
"expression": "composed executive expression, subtle confident smile, calm authority",
"pose": "straight-on head and shoulders, chin slightly down and forward, composed posture",
"clothing": "charcoal suit with light blue dress shirt and navy tie",
"lighting": "soft, even portrait lighting with gentle front fill and balanced exposure; no harsh directional light, no hard shadows, no blown highlights",
"background": "neutral beige gradient, neutral clean background with soft blur and no bright hotspots",
"camera": "85mm portrait lens, medium close-up, eye level or slightly above, shallow depth of field, tack sharp focus on eyes and face",
"style": "Fortune 500 executive portrait, Wall Street Journal quality, powerful and refined",
"quality": "high-end studio photography, crystal clear sharp focus, rich tones, magazine cover worthy",
"requirements": "IT IS VITALLY IMPORTANT THAT THE SUBJECT IS LOOKING DIRECTLY INTO THE CAMERA LENS AND NOWHERE ELSE, SUBJECT MUST BE LOOKING AT THE CAMERA LENS",
"negative_prompt": "No text, no logs and no badges, no harsh shadows, no blown highlights, no dramatic split lighting, no strong sunlight"
}Seedream 4.5 Headshot Candidates
Candidate 1
Candidate 2
Candidate 3
GPT Image 2 Headshot Candidates
Candidate 1
Candidate 2
Candidate 3
Km · Run 1
km · run 1 of model variance test · 8 raw input(s) · sex hint: female
Raw Inputs Normalized As-Is
GPT Image 2 Widescreen Sheet
Fal Crystal Upscaled Sheet
Production Preview Prompt
Prompt sent to Seedream 4.5
The provided reference image is a single-subject identity sheet with multiple views. Use it only to preserve identity. Generate exactly one final portrait image, not another sheet or collage.
{
"subject": "EXACT person from reference photos - professional corporate headshot, preserve all head coverings and religious attire from reference, ONLY ONE PERSON in the image",
"eye_contact": "subject looking directly at camera, direct eye contact with viewer",
"framing": "face takes up majority of the image, tight head and shoulders crop, face clearly visible",
"expression": "soft closed-mouth smile, friendly and confident, professional demeanor",
"pose": "gentle head tilt, shoulders squared, head and shoulders crop",
"clothing": "deep green blazer over ivory blouse with conservative neckline",
"lighting": "soft, even portrait lighting with gentle front fill and balanced exposure; no harsh directional light, no hard shadows, no blown highlights",
"background": "ivory glaze studio, neutral clean background with soft blur and no bright hotspots",
"camera": "85mm portrait lens, medium close-up, eye level or slightly above, shallow depth of field, tack sharp focus on eyes and face",
"style": "LinkedIn professional headshot, corporate website quality, clean and modern",
"quality": "high-end studio photography, crystal clear sharp focus, natural skin tones, professional retouching aesthetic",
"requirements": "IT IS VITALLY IMPORTANT THAT THE SUBJECT IS LOOKING DIRECTLY INTO THE CAMERA LENS AND NOWHERE ELSE, SUBJECT MUST BE LOOKING AT THE CAMERA LENS",
"negative_prompt": "No text, no logs and no badges, no harsh shadows, no blown highlights, no dramatic split lighting, no strong sunlight"
}Seedream 4.5 Headshot Candidates
Candidate 1
Candidate 2
provider attempts
WaveSpeed Seedream 4.5: ('Connection aborted.', ConnectionResetError(10054, 'An existing connection was forcibly closed by the remote host', None, 10054, None))Candidate 3
GPT Image 2 Headshot Candidates
Candidate 1
Candidate 2
Candidate 3
Km · Run 2
km · run 2 of model variance test · 8 raw input(s) · sex hint: female
Raw Inputs Normalized As-Is
GPT Image 2 Widescreen Sheet
Fal Crystal Upscaled Sheet
Production Preview Prompt
Prompt sent to Seedream 4.5
The provided reference image is a single-subject identity sheet with multiple views. Use it only to preserve identity. Generate exactly one final portrait image, not another sheet or collage.
{
"subject": "EXACT person from reference photos - professional corporate headshot, preserve all head coverings and religious attire from reference, ONLY ONE PERSON in the image",
"eye_contact": "subject looking directly at camera, direct eye contact with viewer",
"framing": "face takes up majority of the image, tight head and shoulders crop, face clearly visible",
"expression": "soft closed-mouth smile, friendly and confident, professional demeanor",
"pose": "gentle head tilt, shoulders squared, head and shoulders crop",
"clothing": "deep green blazer over ivory blouse with conservative neckline",
"lighting": "soft, even portrait lighting with gentle front fill and balanced exposure; no harsh directional light, no hard shadows, no blown highlights",
"background": "ivory glaze studio, neutral clean background with soft blur and no bright hotspots",
"camera": "85mm portrait lens, medium close-up, eye level or slightly above, shallow depth of field, tack sharp focus on eyes and face",
"style": "LinkedIn professional headshot, corporate website quality, clean and modern",
"quality": "high-end studio photography, crystal clear sharp focus, natural skin tones, professional retouching aesthetic",
"requirements": "IT IS VITALLY IMPORTANT THAT THE SUBJECT IS LOOKING DIRECTLY INTO THE CAMERA LENS AND NOWHERE ELSE, SUBJECT MUST BE LOOKING AT THE CAMERA LENS",
"negative_prompt": "No text, no logs and no badges, no harsh shadows, no blown highlights, no dramatic split lighting, no strong sunlight"
}Seedream 4.5 Headshot Candidates
Candidate 1
Candidate 2
Candidate 3
GPT Image 2 Headshot Candidates
Candidate 1
Candidate 2
Candidate 3
Liz · Run 1
liz · run 1 of model variance test · 9 raw input(s) · sex hint: female
Raw Inputs Normalized As-Is
GPT Image 2 Widescreen Sheet
Fal Crystal Upscaled Sheet
Production Preview Prompt
Prompt sent to Seedream 4.5
The provided reference image is a single-subject identity sheet with multiple views. Use it only to preserve identity. Generate exactly one final portrait image, not another sheet or collage.
{
"subject": "EXACT person from reference photos - professional corporate headshot, preserve all head coverings and religious attire from reference, ONLY ONE PERSON in the image",
"eye_contact": "subject looking directly at camera, direct eye contact with viewer",
"framing": "face takes up majority of the image, tight head and shoulders crop, face clearly visible",
"expression": "warm approachable expression, slight smile, calm confidence",
"pose": "slight 3/4 turn, shoulders angled, classic headshot pose",
"clothing": "classic navy pantsuit with white blouse",
"lighting": "soft, even portrait lighting with gentle front fill and balanced exposure; no harsh directional light, no hard shadows, no blown highlights",
"background": "deep charcoal gradient studio backdrop, neutral clean background with soft blur and no bright hotspots",
"camera": "85mm portrait lens, medium close-up, eye level or slightly above, shallow depth of field, tack sharp focus on eyes and face",
"style": "LinkedIn professional headshot, corporate website quality, clean and modern",
"quality": "high-end studio photography, crystal clear sharp focus, natural skin tones, professional retouching aesthetic",
"requirements": "IT IS VITALLY IMPORTANT THAT THE SUBJECT IS LOOKING DIRECTLY INTO THE CAMERA LENS AND NOWHERE ELSE, SUBJECT MUST BE LOOKING AT THE CAMERA LENS",
"negative_prompt": "No text, no logs and no badges, no harsh shadows, no blown highlights, no dramatic split lighting, no strong sunlight"
}Seedream 4.5 Headshot Candidates
Candidate 1
Candidate 2
Candidate 3
GPT Image 2 Headshot Candidates
Candidate 1
Candidate 2
Candidate 3
Liz · Run 2
liz · run 2 of model variance test · 9 raw input(s) · sex hint: female
Raw Inputs Normalized As-Is
GPT Image 2 Widescreen Sheet
Fal Crystal Upscaled Sheet
Production Preview Prompt
Prompt sent to Seedream 4.5
The provided reference image is a single-subject identity sheet with multiple views. Use it only to preserve identity. Generate exactly one final portrait image, not another sheet or collage.
{
"subject": "EXACT person from reference photos - professional corporate headshot, preserve all head coverings and religious attire from reference, ONLY ONE PERSON in the image",
"eye_contact": "subject looking directly at camera, direct eye contact with viewer",
"framing": "face takes up majority of the image, tight head and shoulders crop, face clearly visible",
"expression": "warm approachable expression, slight smile, calm confidence",
"pose": "slight 3/4 turn, shoulders angled, classic headshot pose",
"clothing": "classic navy pantsuit with white blouse",
"lighting": "soft, even portrait lighting with gentle front fill and balanced exposure; no harsh directional light, no hard shadows, no blown highlights",
"background": "deep charcoal gradient studio backdrop, neutral clean background with soft blur and no bright hotspots",
"camera": "85mm portrait lens, medium close-up, eye level or slightly above, shallow depth of field, tack sharp focus on eyes and face",
"style": "LinkedIn professional headshot, corporate website quality, clean and modern",
"quality": "high-end studio photography, crystal clear sharp focus, natural skin tones, professional retouching aesthetic",
"requirements": "IT IS VITALLY IMPORTANT THAT THE SUBJECT IS LOOKING DIRECTLY INTO THE CAMERA LENS AND NOWHERE ELSE, SUBJECT MUST BE LOOKING AT THE CAMERA LENS",
"negative_prompt": "No text, no logs and no badges, no harsh shadows, no blown highlights, no dramatic split lighting, no strong sunlight"
}Seedream 4.5 Headshot Candidates
Candidate 1
Candidate 2
Candidate 3
GPT Image 2 Headshot Candidates
Candidate 1
Candidate 2
Candidate 3
Test Me · Run 1
test_me · run 1 of model variance test · 1 raw input(s) · sex hint: male
Raw Inputs Normalized As-Is
GPT Image 2 Widescreen Sheet
Fal Crystal Upscaled Sheet
Production Preview Prompt
Prompt sent to Seedream 4.5
The provided reference image is a single-subject identity sheet with multiple views. Use it only to preserve identity. Generate exactly one final portrait image, not another sheet or collage.
{
"subject": "EXACT person from reference photos - professional corporate headshot, preserve all head coverings and religious attire from reference, ONLY ONE PERSON in the image",
"eye_contact": "subject looking directly at camera, direct eye contact with viewer",
"framing": "face takes up majority of the image, tight head and shoulders crop, face clearly visible",
"expression": "warm approachable expression, slight smile, calm confidence",
"pose": "gentle head tilt, shoulders squared, head and shoulders crop",
"clothing": "deep navy blazer over pale gray dress shirt with neat collar",
"lighting": "soft, even portrait lighting with gentle front fill and balanced exposure; no harsh directional light, no hard shadows, no blown highlights",
"background": "neutral taupe studio gradient with soft even lighting, neutral clean background with soft blur and no bright hotspots",
"camera": "85mm portrait lens, medium close-up, eye level or slightly above, shallow depth of field, tack sharp focus on eyes and face",
"style": "LinkedIn professional headshot, corporate website quality, clean and modern",
"quality": "high-end studio photography, crystal clear sharp focus, natural skin tones, professional retouching aesthetic",
"requirements": "IT IS VITALLY IMPORTANT THAT THE SUBJECT IS LOOKING DIRECTLY INTO THE CAMERA LENS AND NOWHERE ELSE, SUBJECT MUST BE LOOKING AT THE CAMERA LENS",
"negative_prompt": "No text, no logs and no badges, no harsh shadows, no blown highlights, no dramatic split lighting, no strong sunlight"
}Seedream 4.5 Headshot Candidates
Candidate 1
provider attempts
WaveSpeed Seedream 4.5: WaveSpeed job timed out after 180s
Candidate 2
Candidate 3
GPT Image 2 Headshot Candidates
Candidate 1
Candidate 2
Candidate 3
Test Me · Run 2
test_me · run 2 of model variance test · 1 raw input(s) · sex hint: male
Raw Inputs Normalized As-Is
GPT Image 2 Widescreen Sheet
Fal Crystal Upscaled Sheet
Production Preview Prompt
Prompt sent to Seedream 4.5
The provided reference image is a single-subject identity sheet with multiple views. Use it only to preserve identity. Generate exactly one final portrait image, not another sheet or collage.
{
"subject": "EXACT person from reference photos - professional corporate headshot, preserve all head coverings and religious attire from reference, ONLY ONE PERSON in the image",
"eye_contact": "subject looking directly at camera, direct eye contact with viewer",
"framing": "face takes up majority of the image, tight head and shoulders crop, face clearly visible",
"expression": "warm approachable expression, slight smile, calm confidence",
"pose": "gentle head tilt, shoulders squared, head and shoulders crop",
"clothing": "deep navy blazer over pale gray dress shirt with neat collar",
"lighting": "soft, even portrait lighting with gentle front fill and balanced exposure; no harsh directional light, no hard shadows, no blown highlights",
"background": "neutral taupe studio gradient with soft even lighting, neutral clean background with soft blur and no bright hotspots",
"camera": "85mm portrait lens, medium close-up, eye level or slightly above, shallow depth of field, tack sharp focus on eyes and face",
"style": "LinkedIn professional headshot, corporate website quality, clean and modern",
"quality": "high-end studio photography, crystal clear sharp focus, natural skin tones, professional retouching aesthetic",
"requirements": "IT IS VITALLY IMPORTANT THAT THE SUBJECT IS LOOKING DIRECTLY INTO THE CAMERA LENS AND NOWHERE ELSE, SUBJECT MUST BE LOOKING AT THE CAMERA LENS",
"negative_prompt": "No text, no logs and no badges, no harsh shadows, no blown highlights, no dramatic split lighting, no strong sunlight"
}Seedream 4.5 Headshot Candidates
Candidate 1
Candidate 2
Candidate 3
GPT Image 2 Headshot Candidates
Candidate 1
Candidate 2
Candidate 3
Mike · Run 1
mike · run 1 of model variance test · 1 raw input(s) · sex hint: male
Raw Inputs Normalized As-Is
GPT Image 2 Widescreen Sheet
Fal Crystal Upscaled Sheet
Production Preview Prompt
Prompt sent to Seedream 4.5
The provided reference image is a single-subject identity sheet with multiple views. Use it only to preserve identity. Generate exactly one final portrait image, not another sheet or collage.
{
"subject": "EXACT person from reference photos - professional corporate headshot, preserve all head coverings and religious attire from reference, ONLY ONE PERSON in the image",
"eye_contact": "subject looking directly at camera, direct eye contact with viewer",
"framing": "face takes up majority of the image, tight head and shoulders crop, face clearly visible",
"expression": "professional natural expression, warm genuine smile, friendly eyes, approachable and confident",
"pose": "slight 3/4 turn, shoulders angled, classic headshot pose",
"clothing": "dark blue suit jacket with a crisp white dress shirt",
"lighting": "soft, even portrait lighting with gentle front fill and balanced exposure; no harsh directional light, no hard shadows, no blown highlights",
"background": "clean white seamless studio backdrop, neutral clean background with soft blur and no bright hotspots",
"camera": "85mm portrait lens, medium close-up, eye level or slightly above, shallow depth of field, tack sharp focus on eyes and face",
"style": "LinkedIn professional headshot, corporate website quality, clean and modern",
"quality": "high-end studio photography, crystal clear sharp focus, natural skin tones, professional retouching aesthetic",
"requirements": "IT IS VITALLY IMPORTANT THAT THE SUBJECT IS LOOKING DIRECTLY INTO THE CAMERA LENS AND NOWHERE ELSE, SUBJECT MUST BE LOOKING AT THE CAMERA LENS",
"negative_prompt": "No text, no logs and no badges, no harsh shadows, no blown highlights, no dramatic split lighting, no strong sunlight"
}Seedream 4.5 Headshot Candidates
Candidate 1
Candidate 2
Candidate 3
GPT Image 2 Headshot Candidates
Candidate 1
Candidate 2
Candidate 3
Mike · Run 2
mike · run 2 of model variance test · 1 raw input(s) · sex hint: male
Raw Inputs Normalized As-Is
GPT Image 2 Widescreen Sheet
Fal Crystal Upscaled Sheet
Production Preview Prompt
Prompt sent to Seedream 4.5
The provided reference image is a single-subject identity sheet with multiple views. Use it only to preserve identity. Generate exactly one final portrait image, not another sheet or collage.
{
"subject": "EXACT person from reference photos - professional corporate headshot, preserve all head coverings and religious attire from reference, ONLY ONE PERSON in the image",
"eye_contact": "subject looking directly at camera, direct eye contact with viewer",
"framing": "face takes up majority of the image, tight head and shoulders crop, face clearly visible",
"expression": "professional natural expression, warm genuine smile, friendly eyes, approachable and confident",
"pose": "slight 3/4 turn, shoulders angled, classic headshot pose",
"clothing": "dark blue suit jacket with a crisp white dress shirt",
"lighting": "soft, even portrait lighting with gentle front fill and balanced exposure; no harsh directional light, no hard shadows, no blown highlights",
"background": "clean white seamless studio backdrop, neutral clean background with soft blur and no bright hotspots",
"camera": "85mm portrait lens, medium close-up, eye level or slightly above, shallow depth of field, tack sharp focus on eyes and face",
"style": "LinkedIn professional headshot, corporate website quality, clean and modern",
"quality": "high-end studio photography, crystal clear sharp focus, natural skin tones, professional retouching aesthetic",
"requirements": "IT IS VITALLY IMPORTANT THAT THE SUBJECT IS LOOKING DIRECTLY INTO THE CAMERA LENS AND NOWHERE ELSE, SUBJECT MUST BE LOOKING AT THE CAMERA LENS",
"negative_prompt": "No text, no logs and no badges, no harsh shadows, no blown highlights, no dramatic split lighting, no strong sunlight"
}Seedream 4.5 Headshot Candidates
Candidate 1
Candidate 2
Candidate 3
GPT Image 2 Headshot Candidates
Candidate 1
Candidate 2
Candidate 3
Mom · Run 1
mom · run 1 of model variance test · 1 raw input(s) · sex hint: female
Raw Inputs Normalized As-Is
GPT Image 2 Widescreen Sheet
Fal Crystal Upscaled Sheet
Production Preview Prompt
Prompt sent to Seedream 4.5
The provided reference image is a single-subject identity sheet with multiple views. Use it only to preserve identity. Generate exactly one final portrait image, not another sheet or collage.
{
"subject": "EXACT person from reference photos - professional corporate headshot, preserve all head coverings and religious attire from reference, ONLY ONE PERSON in the image",
"eye_contact": "subject looking directly at camera, direct eye contact with viewer",
"framing": "face takes up majority of the image, tight head and shoulders crop, face clearly visible",
"expression": "soft closed-mouth smile, friendly and confident, professional demeanor",
"pose": "slight 3/4 turn, shoulders angled, classic headshot pose",
"clothing": "navy sheath dress with blazer and high neckline",
"lighting": "soft, even portrait lighting with gentle front fill and balanced exposure; no harsh directional light, no hard shadows, no blown highlights",
"background": "light grey studio texture, neutral clean background with soft blur and no bright hotspots",
"camera": "85mm portrait lens, medium close-up, eye level or slightly above, shallow depth of field, tack sharp focus on eyes and face",
"style": "LinkedIn professional headshot, corporate website quality, clean and modern",
"quality": "high-end studio photography, crystal clear sharp focus, natural skin tones, professional retouching aesthetic",
"requirements": "IT IS VITALLY IMPORTANT THAT THE SUBJECT IS LOOKING DIRECTLY INTO THE CAMERA LENS AND NOWHERE ELSE, SUBJECT MUST BE LOOKING AT THE CAMERA LENS",
"negative_prompt": "No text, no logs and no badges, no harsh shadows, no blown highlights, no dramatic split lighting, no strong sunlight"
}Seedream 4.5 Headshot Candidates
Candidate 1
Candidate 2
Candidate 3
GPT Image 2 Headshot Candidates
Candidate 1
Candidate 2
Candidate 3
Mom · Run 2
mom · run 2 of model variance test · 1 raw input(s) · sex hint: female
Raw Inputs Normalized As-Is
GPT Image 2 Widescreen Sheet
Fal Crystal Upscaled Sheet
Production Preview Prompt
Prompt sent to Seedream 4.5
The provided reference image is a single-subject identity sheet with multiple views. Use it only to preserve identity. Generate exactly one final portrait image, not another sheet or collage.
{
"subject": "EXACT person from reference photos - professional corporate headshot, preserve all head coverings and religious attire from reference, ONLY ONE PERSON in the image",
"eye_contact": "subject looking directly at camera, direct eye contact with viewer",
"framing": "face takes up majority of the image, tight head and shoulders crop, face clearly visible",
"expression": "soft closed-mouth smile, friendly and confident, professional demeanor",
"pose": "slight 3/4 turn, shoulders angled, classic headshot pose",
"clothing": "navy sheath dress with blazer and high neckline",
"lighting": "soft, even portrait lighting with gentle front fill and balanced exposure; no harsh directional light, no hard shadows, no blown highlights",
"background": "light grey studio texture, neutral clean background with soft blur and no bright hotspots",
"camera": "85mm portrait lens, medium close-up, eye level or slightly above, shallow depth of field, tack sharp focus on eyes and face",
"style": "LinkedIn professional headshot, corporate website quality, clean and modern",
"quality": "high-end studio photography, crystal clear sharp focus, natural skin tones, professional retouching aesthetic",
"requirements": "IT IS VITALLY IMPORTANT THAT THE SUBJECT IS LOOKING DIRECTLY INTO THE CAMERA LENS AND NOWHERE ELSE, SUBJECT MUST BE LOOKING AT THE CAMERA LENS",
"negative_prompt": "No text, no logs and no badges, no harsh shadows, no blown highlights, no dramatic split lighting, no strong sunlight"
}Seedream 4.5 Headshot Candidates
Candidate 1
Candidate 2
Candidate 3
provider attempts
WaveSpeed Seedream 4.5: HTTPSConnectionPool(host='api.wavespeed.ai', port=443): Max retries exceeded with url: /api/v3/predictions/574b3d99df81454db554e0eee5a3a552/result (Caused by ConnectTimeoutError(<HTTPSConnection(host='api.wavespeed.ai', port=443) at 0x2bba8978fe0>, 'Connection to api.wavespeed.ai timed out. (connect timeout=30)'))
GPT Image 2 Headshot Candidates
Candidate 1
Candidate 2
Candidate 3
Ranjit · Run 1
ranjit · run 1 of model variance test · 1 raw input(s) · sex hint: male
Raw Inputs Normalized As-Is
GPT Image 2 Widescreen Sheet
Fal Crystal Upscaled Sheet
Production Preview Prompt
Prompt sent to Seedream 4.5
The provided reference image is a single-subject identity sheet with multiple views. Use it only to preserve identity. Generate exactly one final portrait image, not another sheet or collage.
{
"subject": "EXACT person from reference photos - professional corporate headshot, preserve all head coverings and religious attire from reference, ONLY ONE PERSON in the image",
"eye_contact": "subject looking directly at camera, direct eye contact with viewer",
"framing": "face takes up majority of the image, tight head and shoulders crop, face clearly visible",
"expression": "soft closed-mouth smile, friendly and confident, professional demeanor",
"pose": "strong posture, shoulder up close up headshot, facing camera, both shoulders facing camera",
"clothing": "charcoal blazer over crisp white button-up shirt with clean collar",
"lighting": "soft, even portrait lighting with gentle front fill and balanced exposure; no harsh directional light, no hard shadows, no blown highlights",
"background": "neutral gray gradient studio backdrop with soft lighting, neutral clean background with soft blur and no bright hotspots",
"camera": "85mm portrait lens, medium close-up, eye level or slightly above, shallow depth of field, tack sharp focus on eyes and face",
"style": "LinkedIn professional headshot, corporate website quality, clean and modern",
"quality": "high-end studio photography, crystal clear sharp focus, natural skin tones, professional retouching aesthetic",
"requirements": "IT IS VITALLY IMPORTANT THAT THE SUBJECT IS LOOKING DIRECTLY INTO THE CAMERA LENS AND NOWHERE ELSE, SUBJECT MUST BE LOOKING AT THE CAMERA LENS",
"negative_prompt": "No text, no logs and no badges, no harsh shadows, no blown highlights, no dramatic split lighting, no strong sunlight"
}Seedream 4.5 Headshot Candidates
Candidate 1
Candidate 2
Candidate 3
GPT Image 2 Headshot Candidates
Candidate 1
Candidate 2
Candidate 3
Ranjit · Run 2
ranjit · run 2 of model variance test · 1 raw input(s) · sex hint: male
Raw Inputs Normalized As-Is
GPT Image 2 Widescreen Sheet
Fal Crystal Upscaled Sheet
Production Preview Prompt
Prompt sent to Seedream 4.5
The provided reference image is a single-subject identity sheet with multiple views. Use it only to preserve identity. Generate exactly one final portrait image, not another sheet or collage.
{
"subject": "EXACT person from reference photos - professional corporate headshot, preserve all head coverings and religious attire from reference, ONLY ONE PERSON in the image",
"eye_contact": "subject looking directly at camera, direct eye contact with viewer",
"framing": "face takes up majority of the image, tight head and shoulders crop, face clearly visible",
"expression": "soft closed-mouth smile, friendly and confident, professional demeanor",
"pose": "strong posture, shoulder up close up headshot, facing camera, both shoulders facing camera",
"clothing": "charcoal blazer over crisp white button-up shirt with clean collar",
"lighting": "soft, even portrait lighting with gentle front fill and balanced exposure; no harsh directional light, no hard shadows, no blown highlights",
"background": "neutral gray gradient studio backdrop with soft lighting, neutral clean background with soft blur and no bright hotspots",
"camera": "85mm portrait lens, medium close-up, eye level or slightly above, shallow depth of field, tack sharp focus on eyes and face",
"style": "LinkedIn professional headshot, corporate website quality, clean and modern",
"quality": "high-end studio photography, crystal clear sharp focus, natural skin tones, professional retouching aesthetic",
"requirements": "IT IS VITALLY IMPORTANT THAT THE SUBJECT IS LOOKING DIRECTLY INTO THE CAMERA LENS AND NOWHERE ELSE, SUBJECT MUST BE LOOKING AT THE CAMERA LENS",
"negative_prompt": "No text, no logs and no badges, no harsh shadows, no blown highlights, no dramatic split lighting, no strong sunlight"
}Seedream 4.5 Headshot Candidates
Candidate 1
provider attempts
WaveSpeed Seedream 4.5: WaveSpeed job timed out after 180s
Candidate 2
provider attempts
WaveSpeed Seedream 4.5: WaveSpeed job timed out after 180s