HunyuanCustom Description
HunyuanCustom is an advanced framework for generating customized videos across multiple modalities, focusing on maintaining subject consistency while accommodating conditions related to images, audio, video, and text. This framework builds on HunyuanVideo and incorporates a text-image fusion module inspired by LLaVA to improve multi-modal comprehension, as well as an image ID enhancement module that utilizes temporal concatenation to strengthen identity features throughout frames. Additionally, it introduces specific condition injection mechanisms tailored for audio and video generation, along with an AudioNet module that achieves hierarchical alignment through spatial cross-attention, complemented by a video-driven injection module that merges latent-compressed conditional video via a patchify-based feature-alignment network. Comprehensive tests conducted in both single- and multi-subject scenarios reveal that HunyuanCustom significantly surpasses leading open and closed-source methodologies when it comes to ID consistency, realism, and the alignment between text and video, showcasing its robust capabilities. This innovative approach marks a significant advancement in the field of video generation, potentially paving the way for more refined multimedia applications in the future.
HunyuanCustom Alternatives
Most AI video tools hand you a black box: closed weights, a subscription, and no way to see what is happening under the hood. LTX takes the opposite approach. Built by Lightricks, LTX is an open foundation model that generates and simulates across video, audio, and the physical world, and it puts the weights, the code, and the control in your hands.
At the center of the model is LTX-2.5, a 22B-parameter dual-stream diffusion transformer that produces native 4K video at up to 50 frames per second, with audio and video generated together in a single pass rather than stitched together afterward. Artificial Analysis, an independent benchmarking group, currently ranks LTX among the top three AI video models in the world.
You choose how you want to use it. Download the open weights and run LTX-2.5 on your own hardware. License the model for on-premise deployment backed by enterprise support. Or build directly on LTX Studio, the production suite that turns the model into a full creative workflow. Companies like ElevenLabs, Asteria Film Co., Magnopus, and NVIDIA already rely on LTX for their own work.
LTX is not built for one-off social clips. It is infrastructure for teams that generate motion, audio, and physical environments as part of their own products and pipelines.
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TeleRay is an industry-first telehealth and image management platform. TeleRay cloud-based medical image management platform allows users to securely share images with professionals (specialists, referring, clinicians) and patients. The platform has many features, including the ability to import or convert DICOM or non DICOM images, query and HL7 connectivity. Integrate with any EMR, view images on an FDA approved viewer anywhere on any device.
Complete DICOM image migration is available- set up, training, and implementation is included. Live streaming and remote control of modalities are options and great for many use cases to place professionals virtually in a room any where.
TeleRay is the most secure platform with peer 2 peer health and data communication. You can use the app to access workflow tools like waiting rooms, multi-calls, call transfer and sharing of images. It's simple and affordable.
More than 3000 locations use our service, including 38 of the top medical centers in more than 20 nations. Get started today for free.
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Veo 3.1
Veo 3.1 expands upon the features of its predecessor, allowing for the creation of longer and more adaptable AI-generated videos. This upgraded version empowers users to produce multi-shot videos based on various prompts, generate sequences using three reference images, and incorporate frames in video projects that smoothly transition between a starting and ending image, all while maintaining synchronized, native audio. A notable addition is the scene extension capability, which permits the lengthening of the last second of a clip by up to an entire minute of newly generated visuals and sound. Furthermore, Veo 3.1 includes editing tools for adjusting lighting and shadow effects, enhancing realism and consistency throughout the scenes, and features advanced object removal techniques that intelligently reconstruct backgrounds to eliminate unwanted elements from the footage. These improvements render Veo 3.1 more precise in following prompts, present a more cinematic experience, and provide a broader scope compared to models designed for shorter clips. Additionally, developers can easily utilize Veo 3.1 through the Gemini API or via the Flow tool, which is specifically aimed at enhancing professional video production workflows. This new version not only refines the creative process but also opens up new avenues for innovation in video content creation.
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FLUX 3
FLUX 3 is an advanced multimodal foundation model that integrates learning from images, video, and audio all within a cohesive framework, effectively modeling how objects connect, how movements occur, and how events produce sound. Utilizing the Self-Flow methodology, it harmonizes the generation and comprehension of multiple modalities in a singular architecture, ensuring that each modality influences the others—sound corresponds to impact, motion adheres to physical laws, and future occurrences are informed by past events. This model is capable of blending modalities, allowing for the simultaneous generation of images, video, and authentic audio based on text prompts or references such as visual and auditory inputs. Its video functionalities are extensive, featuring text-to-video capabilities, image-driven video animation, video transformation, generative continuation of video and audio, controlled transitions using keyframes, multilingual dialogue support, animated text design, and the ability to deliver various styles and aspect ratios, alongside the capacity for agentic chaining into intricate, longer multi-shot sequences. Additionally, FLUX 3 represents a significant leap forward in the field of multimodal AI, offering unprecedented flexibility and creativity in generating rich, interactive content.
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Integrations
Company Details
Company:
Tencent
Year Founded:
1998
Headquarters:
China
Website:
hunyuancustom.github.io
Media
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Product Details
Platforms
Linux
Types of Training
Training Docs
Training Videos
Customer Support
Online Support
HunyuanCustom Features and Options
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