Qwen-Image-Edit-2511-Multiple-Angles-LoRA
세부 정보
파일 다운로드
모델 설명
Qwen-Image-Edit-2511-Multiple-Angles-LoRA
Qwen-Image-Edit-2511용 다각도 카메라 제어 LoRA
96개 카메라 위치 • 3000개 이상의 가우시안 스플래팅 렌더링으로 학습 • fal.ai 로 구축
결과
주요 특징
기능세부 정보
96개 카메라 포즈 4개 고도 × 8개 방위각 × 3개 거리
3000개 이상의 학습 쌍 최대 정밀도를 위한 방대한 데이터셋
가우시안 스플래팅 데이터 고품질 3D 일관성 렌더링
저각도 지원 적절한 저각도(-30°) 카메라 제어
광범위한 테스트 더 많은 반복 및 품질 검사
카메라 시스템 다이어그램
이 LoRA를 사용하는 이유?
이것은 Qwen-Image-Edit-2511 용 최초의 다각도 카메라 제어 LoRA입니다.
Qwen-Image-Edit-2511는 내장된 시점 기능을 제공하지만, 이 LoRA는 다음을 제공합니다:
- 96개 정밀 카메라 포즈 - 카메라 위치에 대한 정확한 제어
- 3000개 이상의 학습 쌍 - 최대 정확도를 위한 방대한 데이터셋
- 가우시안 스플래팅 데이터 - 더 나은 공간 인식을 위한 3D 일관성 학습
- 저각도 최적화 - 지면 수준 및 저각도 카메라 위치(-30°)에 대한 적절한 지원
프롬프트 형식
<sks> [방위각] [고도] [거리]
빠른 예시
<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
96개 카메라 위치
4개 고도 × 8개 방위각 × 3개 거리 = 96개 포즈
방위각(수평 회전)
0°
(front view)
│
315° │ 45°
(front-left) │ (front-right)
╲ │ ╱
╲ │ ╱
╲ │ ╱
270° ─────────────── ● ─────────────── 90°
(left side) OBJECT (right side)
╱ │ ╲
╱ │ ╲
╱ │ ╲
225° │ 135°
(back-left) │ (back-right)
│
180°
(back view)
각도설명
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
고도(수직 각도)
각도설명설명
-30° low-angle shot 카메라 아래에서 위를 바라봄
0° eye-level shot 카메라가 객체 수준에 위치
30° elevated shot 카메라가 약간 위에 위치
60° high-angle shot 카메라가 높은 위치에서 아래를 바라봄
거리
계수설명사용법
×0.6 close-up 세부사항, 질감
×1.0 medium shot 균형 잡힌, 표준
×1.8 wide shot 맥락, 환경
모든 96개 프롬프트 참조
클로즈업(32개 프롬프트)
클릭하여 확장
저각도(-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
눈높이(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
높은 위치(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
고각도(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
미디엄 쇼트(32개 프롬프트)
클릭하여 확장
저각도(-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
눈높이(0°) — 참조 포즈: 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
높은 위치(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
고각도(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
와이드 쇼트(32개 프롬프트)
클릭하여 확장
저각도(-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
눈높이(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
높은 위치(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
고각도(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
파일
파일설명qwen-image-edit-2511-multiple-angles-lora.safetensors LoRA 가중치comfyui-workflow-multiple-angles.json ComfyUI 워크플로우
권장 설정
- LoRA 강도: 0.8 - 1.0
- 베이스 모델: Qwen/Qwen-Image-Edit-2511
학습 세부 정보
매개변수값
학습 플랫폼 fal.ai Qwen Image Edit 2511 Trainer
베이스 모델 Qwen/Qwen-Image-Edit-2511
학습 데이터 3000개 이상의 가우시안 스플래팅 렌더링
카메라 포즈 96개 고유 위치(4×8×3)
데이터 소스 정밀 카메라 제어가 가능한 합성 3D 렌더링
데이터셋 및 학습 fal의 Lovis Odin이 구축
최상의 결과를 위한 팁
- 정확한 프롬프트 형식 사용 -
<sks>트리거는 필수입니다 - 순서를 존중 -
[방위각] [고도] [거리] - LoRA 강도 0.9로 시작 - 결과에 따라 조정
- 저각도 촬영 시도 - 이 LoRA는 저각도 카메라 위치(-30°)에서 뛰어남
- 입력 이미지 중요 - 선명한 피사체와 좋은 조명이 가장 효과적
관련 작업
- Qwen-Image-Edit-2511 - 베이스 모델
- Flux-2-Multi-Angles-LoRA-v2 - Flux용 다각도(72포즈)
- next-scene-qwen-image-lora
작성자
Lovis Odin(@lovis93 • @odinlovis)가 fal에서 구축
fal Qwen Image Edit 2511 Trainer를 사용하여 학습
이 도구가 유용하다면, 리포지토리에 별을 달아주세요!
문제가 있나요? 커뮤니티 탭에서 토론을 열어주세요
이 모델로 만든 이미지
이미지를 찾을 수 없습니다.