ZeST is a consumer product built for designers and digital artists.

What platforms does ZeST run on?

ZeST runs on the web. It can also be self-hosted.

Is ZeST still maintained?

Unverified. ZeST has not been re-checked since it entered the index, so there is no finding either way — and only a positive finding would say otherwise.

What are alternatives to ZeST?

Similar projects tracked by PulseGate include Dream AI Maker - Visionary Graphics Lab, All-in-One Image Toolbox, and Photo Frame Craft.

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ZeST

Name: ZeST
Author: fffiloni

huggingface.coImage editing

ZeST is a browser-based AI tool that lets users upload an image of an object and a reference material image, then applies the new material to the object. It is designed for designers and digital artists seeking creative image editing capabilities.

FreeWebSelf-hostedCloud-managed

Visit huggingface.co

Overview

5 features

In the Image editing space, ZeST takes a focused approach. It enables users to change the material appearance of objects in images using AI-driven editing. It is built as a consumer product for designers and digital artists. It is available for free. It runs on the web, and it can be self-hosted.

Behind ZeST is fffiloni, and it first shipped in 2023. Key capabilities include material transfer, image upload, and AI image editing.

Summary written by a language model from the project’s public pages.

Material transfer
Image upload
AI image editing
Result preview
Custom material selection

Built with & integrations

Hosting

AWS

AI providers

local_oss

Runs on

BrowserSelf-hostedCloud-managed

Detected from

AWS: x-amz-cf-id header · x-amz-cf-pop header · via header
local_oss: huggingface in the HTML

Trust & compliance

Verified signals

HTTPSFree tier

Indexing history

What PulseGate has recorded for this listing

Indexed10 Jul · 19:16 UTC
fffiloni/ZeST verified against its public source
Source: PulseGate · Open

Frequently asked questions about ZeST

What is ZeST?: ZeST enables users to change the material appearance of objects in images using AI-driven editing. It is catalogued under Image editing on PulseGate.
Who should use ZeST?: ZeST is a consumer product built for designers and digital artists.
Is ZeST free?: Yes — ZeST is free to use.
What platforms does ZeST run on?: ZeST runs on the web. It can also be self-hosted.
Is ZeST still maintained?: Unverified. ZeST has not been re-checked since it entered the index, so there is no finding either way — and only a positive finding would say otherwise.
What are alternatives to ZeST?: Similar projects tracked by PulseGate include Dream AI Maker - Visionary Graphics Lab, All-in-One Image Toolbox, and Photo Frame Craft.Dream AI Maker - Visionary Graphics Lab All-in-One Image Toolbox Photo Frame Craft
Who develops ZeST?: ZeST is developed by fffiloni.
How long has ZeST been around?: ZeST first shipped in 2023.

At a glance

Pricing: Free
Platforms: Web
Languages: English
Built for: Designers and digital artists
Model: B2C
Solves: Enables users to change the material appearance of objects in images using AI-driven editing.

Registered as

Hugging Face Spaces: fffiloni/ZeST

Developer

fffiloni

Live coverage

Identity confidence: High · 93.2
Indexed: 10 Jul 2026
Lifecycle: Unverified
Last seen: 10 Jul 2026

Identity audit (12)

Slug: fffiloni-zest-huggingface-co
Verification state: Indexed for public listing
Listing state: Listed: yes
Index status: Included in index
Latest evidence snapshot: 10 Jul 2026
Timeline basis: Indexed-at chronology. This listing's first-seen date was written by the catalog backfill, not observed here, so it is not treated as a sighting.
Name from: Derived from the project's own page and URL.
Category from: Assigned by a language model.
Summary from: Written by a language model from public pages.
Languages from: Detected by a language model from page content.
Last updated: 6 Aug 2026
Canonical URL: https://huggingface.co/spaces/fffiloni/ZeST

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Also in Image editing

Same category — not a similarity match