Qwen-Image-Edit-2511-Multiple-Angles-LoRA

用于 Qwen-Image-Edit-2511 的多角度摄像机控制 LoRA

96 个摄像机位姿 • 在 3000+ 高斯点云渲染图像上训练 • 基于 fal.ai

效果展示

亮点

功能详情
96 个摄像机位姿
4 种仰角 × 8 种方位角 × 3 种距离
3000+ 训练对
大规模数据集，实现最高精度
高斯点云数据
高质量、3D 一致的渲染图像
低角度支持
精准支持低角度（-30°）摄像机控制
广泛测试
更多迭代与质量检查

摄像机系统示意图

为什么选择这个 LoRA？

这是首个专为 Qwen-Image-Edit-2511** 设计的多角度摄像机控制 LoRA。**

尽管 Qwen-Image-Edit-2511 内置了视角控制功能，但此 LoRA 提供：

96 个精确摄像机位姿 — 完全掌控摄像机位置
3000+ 训练对 — 超大规模数据集，确保最高精度
高斯点云数据 — 3D 一致性训练，提升空间理解能力
卓越的低角度支持 — 精准支持地面级及低角度摄像机（-30°）

提示词格式

<sks> [方位角] [仰角] [距离]

快速示例

<sks> front view eye-level shot medium shot
<sks> right side view high-angle shot close-up
<sks> back view low-angle shot wide shot
<sks> front-left quarter view elevated shot medium shot

96 个摄像机位姿

4 仰角 × 8 方位角 × 3 距离 = 96 个位姿

方位角（水平旋转）

                         0° 
                    (正面视角)
                         │
         315°            │            45°
    (前左四分之一)       │       (前右四分之一)
              ╲          │          ╱
               ╲         │         ╱
                ╲        │        ╱
   270° ─────────────── ● ─────────────── 90°
   (左侧)             物体              (右侧)
                ╱        │        ╲
               ╱         │         ╲
              ╱          │          ╲
         225°            │            135°
     (后左四分之一)       │       (后右四分之一)
                         │
                        180°
                    (背面视角)

角度	描述
0°	`front view`
45°	`front-right quarter view`
90°	`right side view`
135°	`back-right quarter view`
180°	`back view`
225°	`back-left quarter view`
270°	`left side view`
315°	`front-left quarter view`

仰角（垂直角度）

角度	描述	说明
-30°	`low-angle shot`	摄像机在物体下方，向上拍摄
0°	`eye-level shot`	摄像机与物体高度平齐
30°	`elevated shot`	摄像机略高于物体
60°	`high-angle shot`	摄像机高处，向下拍摄

距离

倍数	描述	用途
×0.6	`close-up`	细节、纹理
×1.0	`medium shot`	平衡、标准构图
×1.8	`wide shot`	环境、背景

全部 96 个提示词参考

特写镜头（32 个提示词）

点击展开

低角度（-30°）

<sks> front view low-angle shot close-up
<sks> front-right quarter view low-angle shot close-up
<sks> right side view low-angle shot close-up
<sks> back-right quarter view low-angle shot close-up
<sks> back view low-angle shot close-up
<sks> back-left quarter view low-angle shot close-up
<sks> left side view low-angle shot close-up
<sks> front-left quarter view low-angle shot close-up

平视（0°）

<sks> front view eye-level shot close-up
<sks> front-right quarter view eye-level shot close-up
<sks> right side view eye-level shot close-up
<sks> back-right quarter view eye-level shot close-up
<sks> back view eye-level shot close-up
<sks> back-left quarter view eye-level shot close-up
<sks> left side view eye-level shot close-up
<sks> front-left quarter view eye-level shot close-up

高抬（30°）

<sks> front view elevated shot close-up
<sks> front-right quarter view elevated shot close-up
<sks> right side view elevated shot close-up
<sks> back-right quarter view elevated shot close-up
<sks> back view elevated shot close-up
<sks> back-left quarter view elevated shot close-up
<sks> left side view elevated shot close-up
<sks> front-left quarter view elevated shot close-up

高角度（60°）

<sks> front view high-angle shot close-up
<sks> front-right quarter view high-angle shot close-up
<sks> right side view high-angle shot close-up
<sks> back-right quarter view high-angle shot close-up
<sks> back view high-angle shot close-up
<sks> back-left quarter view high-angle shot close-up
<sks> left side view high-angle shot close-up
<sks> front-left quarter view high-angle shot close-up

中景镜头（32 个提示词）

点击展开

低角度（-30°）

<sks> front view low-angle shot medium shot
<sks> front-right quarter view low-angle shot medium shot
<sks> right side view low-angle shot medium shot
<sks> back-right quarter view low-angle shot medium shot
<sks> back view low-angle shot medium shot
<sks> back-left quarter view low-angle shot medium shot
<sks> left side view low-angle shot medium shot
<sks> front-left quarter view low-angle shot medium shot

平视（0°） — 参考位姿：front view eye-level shot medium shot

<sks> front view eye-level shot medium shot
<sks> front-right quarter view eye-level shot medium shot
<sks> right side view eye-level shot medium shot
<sks> back-right quarter view eye-level shot medium shot
<sks> back view eye-level shot medium shot
<sks> back-left quarter view eye-level shot medium shot
<sks> left side view eye-level shot medium shot
<sks> front-left quarter view eye-level shot medium shot

高抬（30°）

<sks> front view elevated shot medium shot
<sks> front-right quarter view elevated shot medium shot
<sks> right side view elevated shot medium shot
<sks> back-right quarter view elevated shot medium shot
<sks> back view elevated shot medium shot
<sks> back-left quarter view elevated shot medium shot
<sks> left side view elevated shot medium shot
<sks> front-left quarter view elevated shot medium shot

高角度（60°）

<sks> front view high-angle shot medium shot
<sks> front-right quarter view high-angle shot medium shot
<sks> right side view high-angle shot medium shot
<sks> back-right quarter view high-angle shot medium shot
<sks> back view high-angle shot medium shot
<sks> back-left quarter view high-angle shot medium shot
<sks> left side view high-angle shot medium shot
<sks> front-left quarter view high-angle shot medium shot

远景镜头（32 个提示词）

点击展开

低角度（-30°）

<sks> front view low-angle shot wide shot
<sks> front-right quarter view low-angle shot wide shot
<sks> right side view low-angle shot wide shot
<sks> back-right quarter view low-angle shot wide shot
<sks> back view low-angle shot wide shot
<sks> back-left quarter view low-angle shot wide shot
<sks> left side view low-angle shot wide shot
<sks> front-left quarter view low-angle shot wide shot

平视（0°）

<sks> front view eye-level shot wide shot
<sks> front-right quarter view eye-level shot wide shot
<sks> right side view eye-level shot wide shot
<sks> back-right quarter view eye-level shot wide shot
<sks> back view eye-level shot wide shot
<sks> back-left quarter view eye-level shot wide shot
<sks> left side view eye-level shot wide shot
<sks> front-left quarter view eye-level shot wide shot

高抬（30°）

<sks> front view elevated shot wide shot
<sks> front-right quarter view elevated shot wide shot
<sks> right side view elevated shot wide shot
<sks> back-right quarter view elevated shot wide shot
<sks> back view elevated shot wide shot
<sks> back-left quarter view elevated shot wide shot
<sks> left side view elevated shot wide shot
<sks> front-left quarter view elevated shot wide shot

高角度（60°）

<sks> front view high-angle shot wide shot
<sks> front-right quarter view high-angle shot wide shot
<sks> right side view high-angle shot wide shot
<sks> back-right quarter view high-angle shot wide shot
<sks> back view high-angle shot wide shot
<sks> back-left quarter view high-angle shot wide shot
<sks> left side view high-angle shot wide shot
<sks> front-left quarter view high-angle shot wide shot

文件

文件	描述
`qwen-image-edit-2511-multiple-angles-lora.safetensors`	LoRA 权重
`comfyui-workflow-multiple-angles.json`	ComfyUI 工作流

▶️ 在 fal.ai 立即试用

训练详情

参数	值
训练平台	fal.ai Qwen Image Edit 2511 Trainer
基础模型	Qwen/Qwen-Image-Edit-2511
训练数据	3000+ 高斯点云渲染图像
摄像机位姿	96 个独特位置（4×8×3）
数据来源	精确摄像机控制的合成 3D 渲染
数据集与训练	由 fal 的 Lovis Odin 构建

最佳效果提示

使用精确提示格式 — <sks> 触发词必不可少
保持顺序 — [方位角] [仰角] [距离]
从 LoRA 强度 0.9 开始 — 根据结果微调
尝试低角度拍摄 — 本 LoRA 在低摄像机位（-30°）表现优异
输入图像很重要 — 主体清晰、光照良好的图像效果最佳

作者

由 Lovis Odin（@lovis93 • @odinlovis）在 fal 构建
使用 fal Qwen Image Edit 2511 训练器 训练

如觉得有用，请为本仓库点星！

遇到问题？ 在社区标签页中发起讨论

模型类型	LORA
基础模型	Qwen
发布时间	1/12/2026

Qwen-Image-Edit-2511-Multiple-Angles-LoRA

详情

下载文件

模型描述

Qwen-Image-Edit-2511-Multiple-Angles-LoRA

效果展示

亮点

摄像机系统示意图

为什么选择这个 LoRA？

提示词格式

快速示例

96 个摄像机位姿

方位角（水平旋转）

仰角（垂直角度）

距离

全部 96 个提示词参考

特写镜头（32 个提示词）

中景镜头（32 个提示词）

远景镜头（32 个提示词）

文件

推荐设置

训练详情

最佳效果提示

相关项目

作者

此模型生成的图像