The StableZero123_Conditioning node processes an input image and camera angles to generate conditioning data and latent representations for 3D model generation. It uses a CLIP vision model to encode the image features, combines them with camera embedding information based on elevation and azimuth angles, and produces positive and negative conditioning along with a latent representation for downstream 3D generation tasks.

## Inputs

| Parameter | Description | Data Type | Required | Range |
| --- | --- | --- | --- | --- |
| `clip_vision` | The CLIP vision model used to encode image features | CLIP_VISION | Yes | - |
| `init_image` | The input image to be processed and encoded | IMAGE | Yes | - |
| `vae` | The VAE model used for encoding pixels to latent space | VAE | Yes | - |
| `width` | Output width for the latent representation (default: 256, must be divisible by 8) | INT | Yes | 16 to MAX_RESOLUTION |
| `height` | Output height for the latent representation (default: 256, must be divisible by 8) | INT | Yes | 16 to MAX_RESOLUTION |
| `batch_size` | Number of samples to generate in the batch (default: 1) | INT | Yes | 1 to 4096 |
| `elevation` | Camera elevation angle in degrees (default: 0.0) | FLOAT | Yes | -180.0 to 180.0 |
| `azimuth` | Camera azimuth angle in degrees (default: 0.0) | FLOAT | Yes | -180.0 to 180.0 |

**Note:** The `width` and `height` parameters must be divisible by 8 as the node automatically divides them by 8 to create the latent representation dimensions.

## Outputs

| Output Name | Description | Data Type |
| --- | --- | --- |
| `positive` | Positive conditioning data combining image features and camera embeddings | CONDITIONING |
| `negative` | Negative conditioning data with zero-initialized features | CONDITIONING |
| `latent` | Latent representation with dimensions [batch_size, 4, height//8, width//8] | LATENT |

> This documentation was AI-generated. If you find any errors or have suggestions for improvement, please feel free to contribute! [Edit on GitHub](https://github.com/Comfy-Org/embedded-docs/blob/main/comfyui_embedded_docs/docs/StableZero123_Conditioning/en.md)

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