同一路线，三种原生接口

A continuous photorealistic first-person view of this working harbor. The camera is an observer's eyes, separate from the orange-clad worker; do not add a visible camera person. At the opening, observe the wooden crate and cargo cart. The orange-clad worker's task is to load the wooden crate onto the cargo cart, push the loaded cart toward the berthed vessel, and unload the crate at the receiving area. The camera turns smoothly and walks at normal speed along the safe corridor into the waiting room, briefly looks at the floor tiles, blue seats, service counter and departure board, then turns and walks back out through the same doorway to revisit the harbor. Workers and cargo handling continue naturally off screen while the camera is inside; the crate, worker and cart need not appear in indoor views. On returning, look toward the cargo area and the berthed vessel. Keep a single uninterrupted shot, realistic materials and stable surroundings, with no teleportation, wall crossing or sudden cuts.

参考／输入图像附件保留本地，公开版不包含GT。

参考／输入图像附件保留本地，公开版不包含GT。

参考／输入图像附件保留本地，公开版不包含GT。

参考／输入图像附件保留本地，公开版不包含GT。

参考／输入图像附件保留本地，公开版不包含GT。

Given a user prompt, generate an "Enhanced prompt" that provides detailed visual descriptions suitable for image generation. Evaluate the level of detail in the user prompt:
- If the prompt is simple, focus on adding specifics about colors, shapes, sizes, textures, and spatial relationships to create vivid and concrete scenes.
- If the prompt is already detailed, refine and enhance the existing details slightly without overcomplicating.
Here are examples of how to transform or refine prompts:
- User Prompt: A cat sleeping -> Enhanced: A small, fluffy white cat curled up in a round shape, sleeping peacefully on a warm sunny windowsill, surrounded by pots of blooming red flowers.
- User Prompt: A busy city street -> Enhanced: A bustling city street scene at dusk, featuring glowing street lamps, a diverse crowd of people in colorful clothing, and a double-decker bus passing by towering glass skyscrapers.
Please generate only the enhanced description for the prompt below and avoid including any additional commentary or evaluations:
User Prompt: 

此前缀与公开prompt一起编码；不是另一次模型生成的改写。refiner直接编码公开prompt。SANA负prompt为空。

色调艳丽，过曝，静态，细节模糊不清，字幕，风格，作品，画作，画面，静止，整体发灰，最差质量，低质量，JPEG压缩残留，丑陋的，残缺的，形态畸形的肢体，静止不动的画面，杂乱的背景

以上文字存在于train配置，但本次Stage2推理未编码它。train real_guidance_scale=3也不是本次推理CFG，不把配置存在当实际消费。

Eye-level industrial cargo yard in daylight, matching the provided image. A worker in orange coveralls and a yellow hard hat is next to a metal flatbed cart and a large wooden crate on a pallet. Preserve the crate/cart placement and visible canopy posts, corrugated green warehouse walls, wet paved ground, cargo cranes and container stacks. Extend the surrounding static space with consistent surfaces and lighting, including connected pedestrian access toward a passenger waiting room outside the initial view. The observer is separate from the worker. Keep the initial view and visible layout stable; this is one static 3D environment, not animated cargo handling.

positive

<|im_start|>system
Describe the key features of the input image (color, shape, size, texture, objects, background), then explain how the user's text instruction should alter or modify the image. Generate a new image that meets the user's requirements while maintaining consistency with the original input where appropriate.<|im_end|>
<|im_start|>user
Picture 1: <|vision_start|><|image_pad|><|vision_end|>Create a **ERP** panoramic expansion of the provided image. Preserve the original style, lighting, and fine details seamlessly throughout the extended areas, extend according to: Eye-level industrial cargo yard in daylight, matching the provided image. A worker in orange coveralls and a yellow hard hat is next to a metal flatbed cart and a large wooden crate on a pallet. Preserve the crate/cart placement and visible canopy posts, corrugated green warehouse walls, wet paved ground, cargo cranes and container stacks. Extend the surrounding static space with consistent surfaces and lighting, including connected pedestrian access toward a passenger waiting room outside the initial view. The observer is separate from the worker. Keep the initial view and visible layout stable; this is one static 3D environment, not animated cargo handling. 8k UHD, masterpiece, razor-sharp details.<|im_end|>
<|im_start|>assistant

negative

<|im_start|>system
Describe the key features of the input image (color, shape, size, texture, objects, background), then explain how the user's text instruction should alter or modify the image. Generate a new image that meets the user's requirements while maintaining consistency with the original input where appropriate.<|im_end|>
<|im_start|>user
Picture 1: <|vision_start|><|image_pad|><|vision_end|>低分辨率，低画质，模糊。杂乱的背景，结构扭曲，模糊纹理，物体融合。构图混乱。过度光滑，画面具有AI感。人脸畸形。巨大物体，巨大建筑，近景特写，近景压迫，比例失调。车，车辆。画面上方的树叶。<|im_end|>
<|im_start|>assistant

根据本次生成图重新caption；不是未来GT，WorldStereo不直接消费原用户全文。负向车辆词与cart目标的冲突保留披露，不据此归因全部缺失。

native_templates/src/navi_utils.py（附件保留本地）

native_templates/src/vlm_utils.py（附件保留本地）

native_templates/traj_generate.py（附件保留本地）

worldgen/scene/render_results/reconstruct_0/traj0/traj_caption.json（附件保留本地）

worldgen/scene/render_results/reconstruct_0/traj1/traj_caption.json（附件保留本地）

worldgen/scene/render_results/reconstruct_4/traj0/traj_caption.json（附件保留本地）

worldgen/scene/render_results/reconstruct_4/traj1/traj_caption.json（附件保留本地）

worldgen/scene/render_results/reconstruct_6/traj0/traj_caption.json（附件保留本地）

worldgen/scene/render_results/reconstruct_6/traj1/traj_caption.json（附件保留本地）

worldgen/scene/render_results/reconstruct_7/traj0/traj_caption.json（附件保留本地）

worldgen/scene/render_results/reconstruct_7/traj1/traj_caption.json（附件保留本地）

worldgen/scene/render_results/reconstruct_9/traj0/traj_caption.json（附件保留本地）

worldgen/scene/render_results/reconstruct_9/traj1/traj_caption.json（附件保留本地）

worldgen/scene/render_results/target_cart_3/traj0/traj_caption.json（附件保留本地）

worldgen/scene/render_results/target_cart_3/traj1/traj_caption.json（附件保留本地）

worldgen/scene/render_results/target_green_container_0/traj0/traj_caption.json（附件保留本地）

worldgen/scene/render_results/target_green_container_0/traj1/traj_caption.json（附件保留本地）

worldgen/scene/render_results/target_green_container_1/traj0/traj_caption.json（附件保留本地）

worldgen/scene/render_results/target_green_container_1/traj1/traj_caption.json（附件保留本地）

worldgen/scene/render_results/target_green_container_2/traj0/traj_caption.json（附件保留本地）

worldgen/scene/render_results/target_green_container_2/traj1/traj_caption.json（附件保留本地）

worldgen/scene/render_results/target_pillar_4/traj0/traj_caption.json（附件保留本地）

worldgen/scene/render_results/target_pillar_4/traj1/traj_caption.json（附件保留本地）

worldgen/scene/render_results/view0/traj0/traj_caption.json（附件保留本地）

worldgen/scene/render_results/view0/traj2/traj_caption.json（附件保留本地）

worldgen/scene/render_results/view1/traj0/traj_caption.json（附件保留本地）

worldgen/scene/render_results/view1/traj1/traj_caption.json（附件保留本地）

worldgen/scene/render_results/view1/traj2/traj_caption.json（附件保留本地）

worldgen/scene/render_results/view2/traj0/traj_caption.json（附件保留本地）

worldgen/scene/render_results/view2/traj1/traj_caption.json（附件保留本地）

worldgen/scene/render_results/view2/traj2/traj_caption.json（附件保留本地）

worldgen/scene/render_results/wonder_0/traj0/traj_caption.json（附件保留本地）

worldgen/scene/render_results/wonder_0/traj1/traj_caption.json（附件保留本地）

worldgen/scene/render_results/wonder_1/traj0/traj_caption.json（附件保留本地）

worldgen/scene/render_results/wonder_1/traj1/traj_caption.json（附件保留本地）

worldgen/scene/render_results/wonder_6/traj0/traj_caption.json（附件保留本地）

worldgen/scene/render_results/wonder_6/traj1/traj_caption.json（附件保留本地）