Meta Segment Anything Model 2 vs The New Black

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

Analysis reviewed Live tool data as of 2026-10-18
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At a glance

DimensionMeta Segment Anything Model 2The New Black
Primary FunctionImage/video object segmentationAI fashion design generation
Target UsersResearchers, developers, VFX artistsFashion brands, designers
Output TypeSegmentation masks, object trackingHigh-res fashion designs, tech packs
Technical RequirementRequires ML/coding expertise, GPUNo-code, web-based
Best ForReal-time object segmentation in videoApparel concept-to-prototype
Meta Segment Anything Model 2
Meta Segment Anything Model 2

Meta's open-source promptable segmentation model for selecting and tracking objects in images and video

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The New Black
The New Black

The New Black AI turns product photos, sketches or prompts into on-model fashion shots, 4K video, tech packs and Shopify listings

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Pricing
Free
Freemium
Plans
$0
One-off top-up
$15/mo
$35/mo
$65/mo
$195/mo
Popularity
19 views
7.3k views
Skill Level
Intermediate
Intermediate
API Available
Platforms
API
WebAPI
Categories
👁️ Computer Vision
🎨 Image Generation📦 Product & Ecommerce Visuals🧊 3D Generation & Scanning
Features
Promptable segmentation using clicks, boxes, or masks as input
First unified model for segmenting objects across images and videos
Per-session memory module tracks a selected object across video frames
Tracks objects through temporary disappearance from view
Mask correction by adding prompts on any video frame
Select and track multiple objects within a single video
Streaming architecture processes video frames one at a time
Real-time interactive segmentation inference
Strong zero-shot performance on objects, images, and videos unseen in training
Trained on SA-V: ~600K+ masklets on ~51K videos, collected across 47 countries
Pretrained model weights released publicly
Inference and training scripts published
SA-V video segmentation dataset open sourced
Interactive demo for click-to-track object selection
Extensible outputs: video object segmentation masks can feed other AI systems such as video generation models
AI clothing generator: text prompt to garment worn by an AI model, flat lay or white background
Product to model: product photo becomes on-model imagery with no photoshoot
Sketch to design: hand-drawn or digital fashion sketch becomes a realistic product image
Image to flat sketch: a garment photo becomes a clean technical flat
Change fabric, print and colour on an existing garment photo
AI virtual try-on: put clothing, jewelry, bags or shoes on a model you upload
Swap the model while keeping the outfit, or change the scene around a fixed look
Ghost mannequin images with the collar interior visible
AI tech pack generator: size charts, grading and bill of materials with AI review credits
AI lookbook generator published at its own address on your custom domain, no vendor mark
AI fashion video: UGC clips, lookbook videos, product 360s and fashion ads
Ultra AI video model producing clips up to 30 seconds
AI PRO video in 1080p, Ultra AI photos in 4K with HD 2K and 4K enhancement
Bulk generation to run a whole catalogue in one pass with Visual styles
Fashion AI agent Mila: designs, writes pages, reads store figures, posts on schedule, asks before spending
Integrations
Detectron2
Shopify
Klaviyo
Claude
ChatGPT
Google Analytics
Google Search Console
Instagram
Facebook
Pinterest
TikTok
YouTube
X
Threads
Meta Ads
Google Ads

What real users say: Meta Segment Anything Model 2 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.

Meta Segment Anything Model 2

No verifiable community signal. We scanned public discussion on Oct 17, 2026 and found posts matching the name “Meta Segment Anything Model 2”, but could not establish that they are about this product rather than something else sharing its name. Rather than publish a score built on the wrong subject, we publish none.

The New Black

68 mentions across 5 sources · 18% positive — critical (averaged across 5 sources)

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

What users praise

  • • Purpose-built for fashion: tech packs, virtual try-on, model generation.
  • • Saves costs on photoshoots and technical drafting for small brands.
  • • Brand DNA ensures consistency across designs.
  • • Bulk generation speeds up catalog creation.

What frustrates them

  • • Very little verified community feedback outside Product Hunt.
  • • Not for non-fashion creative work; limited to apparel.
  • • Pricing may be opaque; credits and hidden costs not clear.
  • • Learning curve for tech packs and fashion-specific features.

Researched Aug 29, 2026

Who should pick which

  • Fashion startup founder
    Pick: The New Black

    Quickly generate apparel concepts and export tech packs without coding.

  • Computer vision researcher
    Pick: Meta Segment Anything Model 2

    Open-source, real-time video segmentation with zero-shot generalization.

  • Video VFX artist
    Pick: Meta Segment Anything Model 2

    Automate rotoscoping with interactive prompts across frames.

  • Accessories brand designer
    Pick: The New Black

    Text-to-design for bags, shoes with production-ready outputs.

  • Autonomous vehicle engineer
    Pick: Meta Segment Anything Model 2

    Real-time object segmentation in video for perception systems.

Frequently Asked Questions

Is The New Black free to use?

Yes, it offers a free tier with limited features; Pro starts at $49/month.

Does Meta SAM 2 require coding?

Yes, it's a model requiring ML knowledge for deployment and inference.

Can I use Meta SAM 2 for commercial products?

Yes, it's open-source under Apache 2.0, allowing commercial use.

Does The New Black integrate with design software?

No specific integrations listed; it's a standalone web platform.

Can Meta SAM 2 segment video in real time?

Yes, it achieves 32 FPS on H100 for HD video.

Which tool outputs tech packs?

The New Black exports tech packs with measurements; SAM 2 outputs masks.

Do I need a GPU for The New Black?

No, it's web-based; GPU is needed for SAM 2 for real-time performance.

Which tool is better for non-fashion design?

Meta SAM 2 is general-purpose; The New Black is fashion-only.

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Last reviewed: July 2, 2026