Team Ai
Modelpublic

prithivMLmods/Kontext-CAM-Right-View

sourceHugging Faceotherupdated 11mo agoView on Hugging Face
2likes60downloads
Model Card

1

Kontext-CAM-Right-View

The Kontext-CAM-Right-View is an experimental adapter for black-forest-lab's FLUX.1-Kontext-dev, designed to transform scenes into a right-side camera perspective while preserving natural lighting, accurate geometry, and realistic textures. The model maintains harmony with the original environment, shadows, and visual tone, ensuring smooth perspective transitions and authentic scene composition. It was trained on 800 image pairs (400 start images and 400 end images) to achieve precise, context-aware right-side viewpoint generation.

[!note]

[photo content], generate the right-side perspective of the scene. Ensure natural lighting, accurate geometry, and realistic textures. Maintain harmony with the original image’s environment, shadows, and visual tone while providing the right-side visual continuation.

You modified the prompt, altering its properties and subjective elements. Note: this is an experimental adapter and may contain artifacts.

Sample Inferences : Demo

<table style="width:100%; border-collapse:collapse;"> <tr> <td style="width:50%; text-align:center;"> <img src="https://cdn-uploads.huggingface.co/production/uploads/65bb837dbfb878f46c77de4c/KJjfb4DqSiL7ydfJCLdyd.jpeg" alt="Kontext-CAM-Right-View" style="width:100%; height:auto;"/> </td> <td style="width:50%; text-align:center;"> <img src="https://cdn-uploads.huggingface.co/production/uploads/65bb837dbfb878f46c77de4c/5Ll9RVdXWgg9-Qve13Zfe.webp" alt="Kontext-CAM-Right-View" style="width:100%; height:auto;"/> </td> </tr> </table>

<table style="width:100%; border-collapse:collapse;"> <tr> <td style="width:50%; text-align:center;"> <img src="https://cdn-uploads.huggingface.co/production/uploads/65bb837dbfb878f46c77de4c/wwjVqa5KiFh-9p1hFZcD8.jpeg" alt="Kontext-CAM-Right-View" style="width:100%; height:auto;"/> </td> <td style="width:50%; text-align:center;"> <img src="https://cdn-uploads.huggingface.co/production/uploads/65bb837dbfb878f46c77de4c/PJtN-ulVWp1XKY96cnysX.webp" alt="Kontext-CAM-Right-View" style="width:100%; height:auto;"/> </td> </tr> </table>


Parameter Settings

SettingValue
Module TypeAdapter
Base ModelFLUX.1 Kontext Dev - fp8
Trigger Words[photo content], generate the right-side perspective of the scene. Ensure natural lighting, accurate geometry, and realistic textures. Maintain harmony with the original image’s environment, shadows, and visual tone while providing the right-side visual continuation.
Image Processing Repeats43
Epochs23
Save Every N Epochs1

Labeling: DeepCaption-VLA-7B(natural language & English)

Total Images Used for Training : 800 Image Pairs (400 Start, 400 End)

Training Parameters

SettingValue
Seed-
Clip Skip-
Text Encoder LR0.00001
UNet LR0.00005
LR Schedulerconstant
OptimizerAdamW8bit
Network Dimension64
Network Alpha32
Gradient Accumulation Steps-

Label Parameters

SettingValue
Shuffle Caption-
Keep N Tokens-

Advanced Parameters

SettingValue
Noise Offset0.03
Multires Noise Discount0.1
Multires Noise Iterations10
Conv Dimension-
Conv Alpha-
Batch Size-
Steps3200 & 300(warm up)
Samplereuler

Trigger words

You should use [photo content] to trigger the image generation.

You should use generate the right-side perspective of the scene. Ensure natural lighting to trigger the image generation.

You should use accurate geometry to trigger the image generation.

You should use and realistic textures. Maintain harmony with the original image’s environment to trigger the image generation.

You should use shadows to trigger the image generation.

You should use and visual tone while providing the right-side visual continuation. to trigger the image generation.

Download model

Download them in the Files & versions tab.