Dev tools · alternatives · 2026
24 alternatives to FASHN VTON v1.5 – open-source virtual try-on model
We’re open-sourcing FASHN VTON v1.5, a production-grade virtual try-on model. Given an image of a person and an image of a garment, the model generates a photorealistic try-on result. Model specs: - It operates directly in pixel space (no VAE) - Supports maskless inference by default, and was trained from scratch. - ~972M parameters, runs on consumer GPUs - Can run in ~5 seconds on H100 We built this as a focused alternative to large generalist models, with the goal of making a production-grade, specialized virtual try-on model. We’re releasing the weights, inference code, and architecture…
Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes.
- 1
Create realistic try-on models for garments and accessories
2023 · vmake.ai · its alternatives →
- 2
I wanted to share our new speech to text model, and the library to use them effectively. We're a small startup (six people, sub-$100k monthly GPU budget) so I'm proud of the work the team has done to create streaming STT models with lower word-error rates than OpenAI's largest Whisper model. Admittedly Large v3 is a couple of years old, but we're near the top the HF OpenASR leaderboard, even up against Nvidia's Parakeet family. Anyway, I'd love to get feedback on the models and software, and hear about what people might build with it.
Feb 2026 · github.com · its alternatives →
- 3
DeepSeek-V4▲387The open-source era of 1M context intelligence
Apr 2026 · huggingface.co · its alternatives →
- 4BV
Vision models have been gaining popularity as a replacement for traditional OCR. Especially with Gemini 2.0 becoming cost competitive with the cloud platforms. We've been continuously evaluating different models since we released the Zerox package last year (https://github.com/getomni-ai/zerox). And we wanted to put some numbers behind it. So we’re open sourcing our internal OCR benchmark + evaluation datasets. Full writeup + data explorer here: https://getomni.ai/ocr-benchmark Github: https://github.com/getomni-ai/benchmark Huggingface:…
2025 · getomni.ai · its alternatives →
- 5WM
Try it out! https://glhf.chat/ Hey HN! We’ve been working for the past few months on a website to let you easily run (almost) any open-source LLM on autoscaling GPU clusters. It’s free for now while we figure out how to price it, but we expect to be cheaper than most GPU offerings since we can run the models multi-tenant. Unlike Together AI, Fireworks, etc, we’ll run any model that the open-source vLLM project supports: we don’t have a hardcoded list. If you want a specific model or finetune, you don’t have to ask us for it: you can just paste the Hugging Face link in and…
2024 · glhf.chat · its alternatives →
- 6GA
After playing with AI Avatars (like many of us I guess around here), I started to wonder if we could instead bring real value to people by producing affordable professional head-shots using a combination of Dreambooth and ControlNet. Obviously it's only the beginning and there are still many imperfections, but the foundational tech behind this (Dreambooth and ControlNet) are only respectively 6 months and 1.5 month old, and already delivers pretty amazing results. I came up with this little service "Virtual Face" and I'm looking for feedback if some of you are willing to try it (you can use…
2023 · virtualface.app · its alternatives →
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- 8
Hey HN, 4 days ago I went through the impressive demo of IDM-VTON on HuggingFace. I found there was no ComfyUI adaptation of this new model. So I’ve implemented custom nodes in ComfyUI that allow anyone to perform virtual try-ons using IDM-VTON. Simply load an image of a model and a garment, and the node will generate a new image with the garment worn by the model. I would love to hear your thoughts and feedback! Cheers, Tom
2024 · github.com · its alternatives →
- 9
Make Clothing Content that Feels Real
2025 · virtualtryonwoo.com · its alternatives →
- 10
- 11
Vtry.io▲4AI-powered virtual try-on for clothes that fit perfectly!
2025 · vtry.io · its alternatives →
- 12
Most inference UIs that I've come across pretty much just give us a chat-like interface to toy around with models in a single visual conversation thread. Given the fact that we are limited to seeing only one output at a time, it's kind of hard to compare outputs from different models, adjustments made to the prompting, and sampler settings. But even when keeping the generation parameters the same (e.g., to test for reliability in the output) and just going for multiple passes, there is no easy way to have a side-by-side comparison to keep track of the outputs from the multiple "rounds". I…
2024 · github.com · its alternatives →
- 13
Virtual Try On – Try Any Outfit on Yourself with AI
Jul 2026 · virtualtryonai.org · its alternatives →
- 14
Our system enhances apparel photography workflows with three key technical upgrades: 1 Workflow Impact: - Eliminates model reuse fatigue. - Aligns closely with merchants' actual workflow needs. - High-quality model photos boost conversions. 2 Dynamic Model Generation: - No predefined model library—stochastic seed selection per session. - Pose/angle variations while maintaining garment integrity. 3 Enhanced Flux-VTON Architecture: - Fine-tuned with 2K new garment annotations. - Adaptive image sizing: Optimized DDIM sampling. Live website: https://www.aiclotheschanger.org/…
2025 · aiclotheschanger.org · its alternatives →
- 15
True-to-size virtual try-on for online & in-store retail
2025 · its alternatives →
- 16
Transfer clothes from image to image [ Web app & API ]
2024 · fashn.ai · its alternatives →
- 17
- 18
Hi there, looking for feedback on my new project "Featherless.AI" The idea is to allow users to run all the models on hugging face instantly. Via the OpenAI API compatible endpoint. Why? Because its a real chore to download models and spin up GPUs, especially if you want to test multiple models. Not to mention GPUs cost multiple dollars an hour to rent. And if we want more people to use open source AI, we got to make it easier for them to try and play with all of them. So what if instead of spinning up dedicated GPUs per model (which is what every provider is doing) We can startup a LLM…
2024 · featherless.ai · its alternatives →
- 19
Go from flatlay photos to realistic human models with AI
2024 · vmake.ai · its alternatives →
- 20
LiveLook — Real-time virtual try-on with gesture control, powered by Decart's Lucy VTON model - manas15/try-on
May 2026 · github.com · its alternatives →
- 21
Reducing photography costs of hiring real fashion models
2024 · idm-vton.online · its alternatives →
- 22
Daydream▲19I adapted VACE to work with real-time autoregressive video generation. Here's what it can do right now in real time: - Depth, pose, optical flow, scribble, edge maps — all the v2v control stuff - First frame animation / last frame lead-in / keyframe interpolation - Inpainting with static or dynamic masks - Stacking stuff together (e.g. depth + LoRA, inpainting + reference images) - Reference-to-video is in there too but honestly quality isn't great yet compared to batch Getting ~20 fps for most control modes on a 5090 at 368x640 with the 1.3B models. Image-to-video hits ~28 fps.…
2025 · daydream.live · its alternatives →
- 23
We’ve open-sourced Heygem, a fast and free alternative to Heygen. It generates photorealistic AI avatar videos from a photo and voice — no training, no watermark, runs locally on 8GB GPUs, and supports 4K output. Ideal for developers building AI avatar pipelines with minimal setup. Built by the team behind duix.com. Feedback and contributions welcome!
2025 · github.com · its alternatives →
- 24
The best AI fashion studio, now in your pocket
Apr 2026 · apps.apple.com · its alternatives →
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Ranked by how close each launch is in meaning, then by votes. Prices were read from each product’s own site when checked and can change. Refine with your own description →