Finegan vs The New Black

Side-by-side comparison of features, pricing, and ratings

Analysis generated Live tool data as of 2026-11-14
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Finegan or The New Black: which should you choose?

DimensionFineganThe New Black
PricingFreeFrom $15/mo
Best forComputer vision researchers studying unsupervised disentanglement, PhD students needing a published fine-grained generation baselineApparel, jewelry and accessory brands that want design through to a factory brief in one browser workspace, E-commerce teams needing on-model, ghost mannequin and virtual try-on imagery without booking a photoshoot
Standout featuresStagewise generation across background, parent (shape) and child (appearance) stages · Unsupervised disentanglement of background, object shape and object appearance · Information-theoretic association of each generative factor to its own latent codeAI Fashion Studio: prompt to garment worn by an AI model, flat lay or white background · Product to Model: a product photo becomes on-model imagery with no photoshoot · Sketch to Design: a hand-drawn or digital fashion sketch becomes a realistic product image
Viability score62/10079/100
APINoYes

Finegan is the stronger pick for computer vision researchers studying unsupervised disentanglement; The New Black fits better for apparel, jewelry and accessory brands that want design through to a factory brief in one browser workspace.

Built from live tool data, last verified 2026-11-14.

Finegan
Finegan

UC Davis research GAN that separates background, shape and appearance to generate fine-grained bird, dog and car images without fine-grained labels.

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The New Black
The New Black

AI fashion studio that turns product photos and sketches into on-model images, video, tech packs and Shopify listings

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Pricing
Free
Paid
Plans
Open SourceFree
Starter$15/mo
Pro$35/mo
Business$65/mo
Enterprise$195/mo
Popularity
5 views
7.3k views
Skill Level
Advanced
Intermediate
API Available
Platforms
CLI
WebAPI
Categories
🎨 Image Generation
🎨 Image Generation📦 Product & Ecommerce Visuals🧊 3D Generation & Scanning
FeaturesFineganThe New Black
Stagewise generation across background, parent (shape) and child (appearance) stages
Unsupervised disentanglement of background, object shape and object appearance
Information-theoretic association of each generative factor to its own latent code
Random vector z controls object pose and position
Parent code p controls object shape; child code c controls appearance
Background code b controls the background, retained across parent and child stages
Parent stage generates a hollow image with only the object's shape outline
Fine-grained object generation without any fine-grained annotations
Unsupervised fine-grained object category discovery by clustering real images with learned features
Demonstrated on birds (CUB), dogs and cars
CVPR 2019 oral presentation
Open code and models released with the paper
Demo video and architecture/approach diagram published on the project page
AI Fashion Studio: prompt to garment worn by an AI model, flat lay or white background
Product to Model: a product photo becomes on-model imagery with no photoshoot
Sketch to Design: a hand-drawn or digital fashion sketch becomes a realistic product image
Image to Flat Sketch: a garment photo becomes a clean technical flat
AI Virtual Try-On: clothing, jewelry, bags or shoes on a model you upload
Ghost mannequin images with the collar interior visible
Model swap that keeps the outfit, or change the scene around a fixed look
Fabric and colour changes on an existing design
AI Tech Pack: size charts, grading, bill of materials, PDF export and AI review
AI Lookbook published at its own address on your own domain, without the vendor mark
AI Fashion Video: UGC clips, lookbook videos, product 360s and fashion ads
PRO AI video at 1080p and Ultra AI video clips up to 30 seconds
Ultra AI photos in 4K, enhancement to HD or 2K, video upscaling to HD
Bulk generation for a whole catalogue with saved Visual styles
Fashion AI agent Mila: chat, scheduled jobs, brand files, approval before spending credits
IntegrationsFineganThe New Black
Shopify
Instagram
Facebook
Pinterest
TikTok
YouTube
Threads
Meta Ads
Google Ads
Claude
ChatGPT

What do real users say about Finegan vs The New Black?

Not marketing copy and not our opinion — a structured sweep of public discussion (reviews, forums, communities and video comments), showing what people praise and what they complain about for each tool.

Finegan

32 mentions across 3 sources · 43% positive — mixed (averaged across 3 sources)

Hacker News, YouTube, GitHub

What users praise

  • • Pioneering approach to unsupervised hierarchical disentanglement of background, shape, and appearance
  • • Enables fine-grained image generation without any fine-grained labels
  • • Stagewise generation allows control over background, shape, and appearance via latent codes
  • • Includes pretrained models for CUB, Dog, and Car datasets

What frustrates them

  • • Results are hard to reproduce, with users reporting large discrepancies in IS and FID scores
  • • No maintenance or support from the authors since 2020
  • • Code is poorly documented and does not always match the paper's description
  • • Unclear how to generate the required 30,000 test images for evaluation

Researched Aug 17, 2026

The New Black

89 mentions across 6 sources · 29% positive — critical (weighted across 6 sources)

Hacker News, YouTube, Product Hunt, Bluesky, Stack Overflow, Lemmy

What users praise

  • • Founder's own apparel background lends credibility to the small-brand use case
  • • Mid-size fashion brands with no in-house designer see a real pain point addressed
  • • Bundles on-model shots, tech packs and Shopify listings in one workspace
  • • Product-to-model and sketch-to-design cover the common small-label workflows

What frustrates them

  • • No independent user reviews beyond a handful of launch-day comments
  • • Output quality of on-model shots is unverified by any public test
  • • Tech pack and grading accuracy has no community confirmation
  • • Pricing tiers are not legible in the supplied data

Researched Nov 9, 2026

Frequently Asked Questions

Which is better, Finegan or The New Black?

The best choice between Finegan and The New Black depends on your specific use case — we compare them independently on features, current pricing, integrations, and real-world signals (with an on-demand sentiment scan available for each). See the side-by-side breakdown above to match them to your needs.

What are the main differences between Finegan and The New Black?

The key differences include pricing model, feature set, platform support, and skill level requirements. Review the full comparison on RightAIChoice for a detailed breakdown.

Is there a free version of Finegan or The New Black?

Check the pricing section in the comparison for the latest pricing details on both tools, including free tiers, trial options, and paid plans.

What else are Finegan and The New Black compared with?

Where can you read more about Finegan and The New Black?

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Analysis generated by our model pipeline from live data: