If you are hunting for niche tools within Huawei’s Ascend AI ecosystem, you’ll want to check out ManuD-Manu-pics-XL. This is a small SDXL LoRA adapter designed to provide a personal style or subject…

@John6666 Any suggestions about: Dataset & LoRA Training Pipeline for Room Emptying / Object Removal (Image-to-Image) 🤗Datasets > Hi Community, I am working on a project aimed at emptying indoor spaces (removing all furniture/decor) as well as removing specific individual objects from an image using provided object masks. I plan to fine-tune a model (or train a LoRA / ControlNet adapter), but I need guidance on dataset sources and the ideal training architecture. Here are my specific questions: Dataset Sources for Empty Room Pairs: Where can I find datasets containing paired images of [Furnished Room ↔ Empty Room] … Thanks in advance!

**Hi Community,** I am working on a project aimed at **emptying indoor spaces** (removing all furniture/decor) as well as **removing specific individual objects** from an image using provided object masks. I plan to fine-tune a model (or train a LoRA / ControlNet adapter), but I need guidance on dataset sources and the ideal training architecture. Here are my specific questions: 1. **Dataset Sources for Empty Room Pairs:** * Where can I find datasets containing paired images of **[Furnished Room ↔ Empty Room]** suitable for training an image-to-image or diffusion pipeline? * Are there existing synthetic or 3D-rendered datasets (e.g., InteriorNet, Structured3D, Matterport3D) recommended for this specific paired generation task? 2. **Single Object Removal & Inpainting:** * For the use case of removing a single specific object where I already have the **object mask** , what is the recommended architecture? * Is fine-tuning a LoRA on an Inpainting model (like SDXL Inpainting or Flux Inpainting) using mask-guided conditioning preferable over training a custom ControlNet? Any pointers to relevant papers, datasets, or codebases would be greatly appreciated! Thanks!

When we think of traditional Chinese Shanshui (mountain-water) paintings, we imagine serene, timeless scenes of misty mountains and flowing rivers—a harmony between nature and artistic expression that has been refined over centuries. But what if these tranquil landscapes could come to life?

Ngl, we’ve all been there.

AI画像を同じ雰囲気で増やすために、基準画像・固定要素・変更要素を分ける方法と、絵柄やキャラクターを揃える考え方を解説します。

涼しくなってきても意地になり続ける「夏バテでだらーっとしたダラさん」シリーズ。 ControlNet使ってみた！ お姉ちゃんに似てるのはご愛嬌。 来たら見る スーパーの裏でヤニ吸うふたり ep.9 スーパー中の娯楽になってて微笑ましい。 令和のダラさん ep.10 北小ｗ なんかダラさんかわいく見えてきたんだがどうしてくれる 無職転生 ～異世界行ったら本気だす～ | 第3期 ep.10-11 ろく...