Product Updates & New Features – HuHu.ai Changelog

Overview Page & Bulk Generation Workflow Update

Date: 19 Feb 2026

Version: HuHu Studio Team

This update introduces a new overview and submission flow for bulk try-on generation, improving model pairing accuracy and streamlining task management.

Added

Added an Overview Page after the Garment Pairing step. The system automatically pairs front and back model images based on the selected model ID. Users can review, adjust, and confirm all SKU–model pairings in one place before submitting all generation tasks with a single click.Try auto Garment Pairing in HuHu Studio Now.

Added new attributes in Model Gallery: Facing and Crop. These attributes are automatically detected when saving model images and enable accurate auto pairing on the Overview Page.

Improved

Updated the Generation (SKU) Page. After bulk submission from the Overview Page, users are directed to the updated generation view, where they can:Click generated images to review try-on results

Add new tasks within the SKU

Regenerate existing tasks directly from the same page

Model Background Reference & Bulk Workflow Enhancements

Date: 12 Feb 2026

Version: HuHu Studio Team

This update improves consistency in model generation and streamlines bulk production workflows. It introduces better background control, persistent styling preferences for SKUs, and additional filtering and visibility features before exporting or upscaling images.

Added

Added background reference support in Model Generation “Face” mode. Generated results now retain the original image’s background when using a face reference.

Added image and SKU filters before Bulk Export to allow more precise selection of assets.

Added image corner marks and credit calculation visibility for Bulk Upscale to improve transparency before processing.

Improved

Detail Control options are now memorized per SKU. When reusing the same SKU for bulk try-on, previously selected detail settings are automatically retained.

Task Review Workflow & Generation Improvements

Date: 5 Feb 2026

Version: HuHu Studio Team

This update improves the Studio Team review experience by clarifying task visibility, image status, and team responsibilities. It also introduces stability and control enhancements for generation workflows, helping teams review, iterate, and complete SKUs more efficiently.

Changed

Simplified the My Task experience to show only items that require review and clarified how tasks are completed and dismissed.

Improved SKU status handling to automatically reflect review, approval, and resubmission states, including updates to historical SKUs.

Reorganized the review interface to clearly separate pending vs approved images and distinguish team ownership.

Streamlined the task UI by removing unused controls and adding clearer loading feedback.

Improved

Improved success rate for multi-pose generation.

Expanded Detail Control for Bulk Try-On with new options for:Outer layer

Sleeve style

Bottom tucked settings

2K Resolution Standard & Model Quality Upgrade

Date: 29 January 2026

Version: HuHu Studio Team

We’ve standardized image quality across HuHu AI Studio by upgrading all image outputs to 2K resolution. To support this change, the generation model has been upgraded to deliver improved results for both Model Generation and Image Retouching. This update ensures greater consistency and higher visual quality across all generated assets.

Changed

All images in HuHu AI Studio are now generated at 2K resolution. SD (1K) resolution is no longer supported.

Upgraded the generation model for improved quality in Model Generation and Image Retouching.

Updated credit usage to 2 credits per image to reflect the higher-resolution output and model improvements.

Garment Detail Control for Bulk Try-On

Date: 28 January 2026

Version: HuHu Studio Team

This update adds more granular control to bulk try-on generation. Within a single task, users can now customize multiple garment details across all generated outputs, reducing the need for separate runs or manual adjustments. This makes it easier to maintain consistent styling while still accounting for product-specific variations.Try Detail Control in Bulk Try-On.

Added

Added garment detail control to bulk try-on generation, allowing customization of:Top tucked in or untucked

Sleeve length and opening

Pants length and opening

Video Editing & Bulk Try-On Improvements

Date: 22 January 2026

Version: HuHu Studio Team

This update expands video workflows and improves control in bulk try-on scenarios. Users can now assemble multiple generated clips into a single video, preview garments more closely in motion, and fine-tune styling behavior when processing large batches.

Added

Added video editing to allow multiple generated video clips to be combined into a longer, continuous video.

Added close-up outputs for pose templates in model generation, providing clearer views of fabric, fit, and garment details.

Improved

Improved bulk try-on workflows by allowing users to choose whether tops are tucked into bottoms during generation.

Garment Pairing UI Update

Date: 20 January 2026

Version: HuHu Studio Team

This update improves clarity and accuracy when pairing garments with accessories. The updated interface makes it easier to understand how items are matched and reduces manual adjustment during setup. Improved accessory handling with front and back photo detection, enabling automatic slotting of accessory images into the correct positions.Learn more about Bulk Try-On Garment Pairing.

Studio Team Update

Date: 12 January 2026

Version: HuHu Studio Team

The January update focuses on improving visual control and generation stability in Studio Team workflows. We’ve added new style preferences for reference face generation, expanded image editing controls, and refined several generation and loading behaviors. Together, these updates provide more predictable outputs, clearer feedback during processing, and finer control over final visuals when working at scale.

Added

Added Variety and Fidelity Mode as style preferences for reference face generation, allowing users to control how closely generated faces adhere to the provided attributes.

Added Adjust controls to Image Editing tools, enabling manual adjustment of saturation, brightness, and contrast directly within the editor.

Improved

Improved pose generation with automatic resolution selection, while still supporting manual resolution adjustments.

Improved loading experience by adding a waiting animation when generation results are processing.

Improved the generation quality of pose variations, resulting in more consistent and usable outputs across different poses.

Auto Batch Mode for SKU-Level Try-On

Date: 29 December 2025

Version: HuHu Studio Team

Auto Batch Mode allows users to upload a ZIP file containing multiple product SKUs and automatically generate try-on images for all items in one process. Instead of creating images one by one, the system processes each product in the archive and applies the selected try-on configuration in bulk. This significantly reduces manual work when handling large catalogs and supports faster visual production for e-commerce workflows.

New Preset Models for Virtual Try-On

Date: 11 December 2025

Version: HuHu Studio Personal

We expanded the Virtual Try-On model library with new female, male, and kids preset models. These models are designed to represent a broader range of body types, ages, and styles, giving users more flexibility when presenting their products. With this update, try-on results can better match different target audiences and product categories without requiring custom model uploads.See all models in library.

Multiple Inputs (Custom AI Outfit Builder)

Date: 09 December 2025

Version: HuHu Studio Personal

The Custom AI Outfit Builder enables users to create full outfits by uploading individual garment pieces into dedicated slots such as tops, bottoms, full-body items, and accessories. After selecting a preset AI model or uploading a custom model, the system combines these pieces into a single, coherent look. This makes it possible to generate complete outfit visuals from separate product images without manually compositing or styling them outside the platform.Learn more about Outfit Generator.

HuHu AI Team Version

Date: 03 December 2025

Version: HuHu Studio Team

We introduced the HuHu AI Team version to support collaborative workflows across teams. This update allows multiple users to work within the same workspace, share assets, and manage projects together instead of operating in individual accounts. Teams can now organize generated visuals, assign tasks, and maintain a shared view of product assets, making it easier to coordinate production for larger catalogs and ongoing campaigns.Learn more about Team Version.