MonetGPT

https://monetgpt.github.io
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MonetGPT is an operation-aware multimodal large language model (MLLM) that provides automatic...
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### Apply Global White Balance and Saturation Adjustments

Source: https://monetgpt.github.io

Use these parameters to correct cool casts and enhance overall color vibrancy. Apply in Lightroom for optimal results.

```json
{"Temperature": 1, "Saturation": 14}
```

--------------------------------

### Global Color Adjustments for Optimal Image

Source: https://monetgpt.github.io

Apply these global adjustments in Lightroom to achieve an optimal image balance, focusing on temperature, tint, and saturation.

```json
{"Temperature": 1, "Tint": 1, "Saturation": 15}
```

--------------------------------

### Adjust Blue Saturation and Hue

Source: https://monetgpt.github.io

This snippet demonstrates how to mildly increase the saturation of blue tones and slightly adjust their hue towards a warmer blue. Apply these parameters in Lightroom.

```json
{"SaturationAdjustmentBlue": 30, "HueAdjustmentBlue": 1}
```

--------------------------------

### Apply Global Adjustments in Lightroom

Source: https://monetgpt.github.io

Use this JSON string to apply global adjustments like Blacks, Contrast, Highlights, Shadows, Whites, and Exposure in Lightroom.

```json
{
  "Blacks": 21,
  "Contrast": 30,
  "Highlights": 15,
  "Shadows": 18,
  "Whites": 10,
  "Exposure": 11
}
```

--------------------------------

### White Balance and Global Saturation Adjustments

Source: https://monetgpt.github.io

Apply these values in Lightroom for optimal color temperature and saturation. Adjusts the overall warmth and vibrancy of the image.

```json
{"Temperature": 1, "Saturation": 28}
```

--------------------------------

### Apply Exposure, Contrast & Tonal Range Adjustments

Source: https://monetgpt.github.io

Use this snippet to adjust blacks, contrast, and highlights for a brighter, more detailed image with enhanced depth. This is suitable for daytime portraits.

```json
{"BlacksAdjustment": 5, "ContrastAdjustment": 15, "HighlightsAdjustment": 5}
```

--------------------------------

### Global Adjustments for Optimal Image

Source: https://monetgpt.github.io

Apply these values in Lightroom for optimal exposure and tonal balance. Includes settings for Blacks, Contrast, Highlights, Shadows, Whites, and Exposure.

```json
{"Blacks": 10, "Contrast": 34, "Highlights": 10, "Shadows": 18, "Whites": 10, "Exposure": 12}
```

--------------------------------

### Lightroom Adjustment Values

Source: https://monetgpt.github.io

Provides a JSON string representing optimal adjustment values for image editing software like Lightroom, including settings for Blacks, Contrast, Highlights, Shadows, Whites, and Exposure.

```json
{"Blacks": 29, "Contrast": 17, "Highlights": 1, "Shadows": -1, "Whites": 1, "Exposure": 12}
```

--------------------------------

### White Balance and Global Saturation Adjustments

Source: https://monetgpt.github.io

Use these parameters to adjust the tint towards magenta to neutralize green casts and increase global saturation for more vibrant colors. These are applied globally.

```json
{"Tint": 13, "Saturation": 40}
```

--------------------------------

### Optimal Lightroom Adjustment Values

Source: https://monetgpt.github.io

These are the recommended values for Blacks, Contrast, Highlights, Shadows, Whites, and Exposure to achieve an optimal image in Lightroom. Ensure these values are applied to correct the image's tonal balance and brightness.

```json
{"Blacks": 10, "Contrast": 29, "Highlights": 11, "Shadows": 10, "Whites": 18, "Exposure": 11}
```

--------------------------------

### Optimal Image Adjustment Parameters

Source: https://monetgpt.github.io

These parameters represent optimal settings for adjusting blacks, highlights, shadows, whites, and exposure in an image, likely for a specific editing goal.

```json
{"Blacks": 18, "Highlights": 34, "Shadows": 11, "Whites": 1, "Exposure": 1}
```

--------------------------------

### Optimal Green Saturation and Hue Adjustment

Source: https://monetgpt.github.io

Applies optimal values for green saturation and hue adjustments. Use these parameters when specific green tones need enhancement.

```json
{"SaturationAdjustmentGreen": 30, "HueAdjustmentGreen": 10}
```

--------------------------------

### Apply Global Color Adjustments

Source: https://monetgpt.github.io

Use these values to adjust temperature, tint, and saturation for overall color balance. Increase tint towards magenta to neutralize green casts and mild saturation to enhance vibrancy.

```json
{"Temperature": 1, "Tint": 1, "Saturation": 32}
```

--------------------------------

### Apply Global Color Adjustments

Source: https://monetgpt.github.io

Use this JSON object to adjust the overall Tint and Saturation of an image. Shift tint towards magenta to neutralize green casts and increase saturation for richer colors.

```json
{"Tint": -1, "Saturation": 30}
```

--------------------------------

### Increase Blacks and Contrast

Source: https://monetgpt.github.io

Use this snippet to mildly increase the blacks to reveal shadow detail and slightly increase contrast for a more impactful image. Apply these parameters in Lightroom.

```json
{"Blacks": 10, "Contrast": 5}
```

--------------------------------

### Apply White Balance and Saturation Adjustments in Lightroom

Source: https://monetgpt.github.io

Apply these values to adjust Temperature, Tint, and Saturation for a warmer and more vibrant mood in Lightroom. This is useful for correcting cool casts and enhancing color intensity.

```json
{
  "Temperature": 10,
  "Tint": 1,
  "Saturation": 13
}
```

--------------------------------

### Global Image Adjustments

Source: https://monetgpt.github.io

Apply these values for overall image tone and vibrancy. Adjust temperature for warmth, tint for color cast, and saturation for color intensity.

```json
{"Temperature": 1, "Tint": 1, "Saturation": 34}
```

--------------------------------

### Green Saturation and Hue Adjustment Parameters

Source: https://monetgpt.github.io

Use these parameters to adjust the saturation and hue of green colors in an image. The saturation value increases vibrancy, while the hue adjustment shifts the green towards yellow for a more natural tone. These values are intended for use in image editing software like Lightroom.

```json
{"SaturationAdjustmentGreen": 17, "HueAdjustmentGreen": 1}
```

--------------------------------

### Increase Global Saturation

Source: https://monetgpt.github.io

Use this snippet to mildly increase global saturation for richer, more vibrant colors. Apply these parameters in Lightroom.

```json
{"Tint": 13, "Saturation": 30}
```

--------------------------------

### BibTeX Citation for MonetGPT

Source: https://monetgpt.github.io

This is the BibTeX entry for the MonetGPT paper, useful for academic citations.

```bibtex
@article{dutt2025monetgpt, 
    author = {Dutt, Niladri Shekhar and Ceylan, Duygu and Mitra, Niloy J.}, 
    title = {MonetGPT: Solving Puzzles Enhances MLLMs' Image Retouching Skills}, 
    year = {2025}, 
    issue_date = {August 2025}, 
    publisher = {Association for Computing Machinery}, 
    address = {New York, NY, USA}, 
    volume = {44}, 
    number = {4}, 
    issn = {0730-0301}, 
    url = {https://doi.org/10.1145/3730926}, 
    doi = {10.1145/3730926}, 
    journal = {ACM Trans. Graph.}, 
    month = jul, 
    articleno = {107}, 
    numpages = {12}, 
} 

```

--------------------------------

### Apply Selective Color Adjustments for Orange Tones

Source: https://monetgpt.github.io

Use this snippet to increase the saturation and slightly shift the hue of orange tones for warmer, more vibrant images. Ensure optimal parameter values are used.

```json
{"SaturationAdjustmentOrange": 25, "HueAdjustmentOrange": -1}
```

--------------------------------

### Optimal Color Balance Adjustments in Lightroom

Source: https://monetgpt.github.io

Apply these adjustments to correct green casts and enhance saturation for a more vibrant and natural look. These settings are crucial for achieving a balanced color representation.

```json
{"Tint": -13, "Saturation": 30}
```

--------------------------------

### Apply Selective Color Adjustments for Orange Tones

Source: https://monetgpt.github.io

Use these parameters to increase the saturation and shift the hue of orange tones towards red for a warmer sunset effect. Apply in Lightroom.

```json
{"SaturationAdjustmentOrange": 34, "HueAdjustmentOrange": -1}
```

--------------------------------

### Apply Selective Green Color Adjustments

Source: https://monetgpt.github.io

Use this JSON object to specifically adjust the saturation and hue of green colors in an image. Increase green saturation for lushness and adjust hue for natural green tones.

```json
{"SaturationAdjustmentGreen": 34, "HueAdjustmentGreen": -1}
```

--------------------------------

### Apply Lightroom Adjustments

Source: https://monetgpt.github.io

Use this JSON object to apply specific adjustment values in Adobe Lightroom for optimal image results. This includes settings for blacks, contrast, highlights, shadows, whites, and exposure.

```json
{"Blacks": 11, "Contrast": 41, "Highlights": 11, "Shadows": 42, "Whites": 12, "Exposure": 11}
```

--------------------------------

### Optimal Tonal Adjustments in Lightroom

Source: https://monetgpt.github.io

Use these values to adjust highlights, shadows, whites, and exposure for an optimal image. These settings are applied globally to enhance the overall brightness and contrast.

```json
{"Blacks": 25, "Contrast": 17, "Highlights": 18, "Shadows": 16, "Whites": 1, "Exposure": 10}
```

--------------------------------

### Exposure and Tonal Range Adjustments

Source: https://monetgpt.github.io

Slightly increase the black levels to lift shadows and reveal more detail in dark areas, improving contrast and texture in night scenes.

```json
{"Blacks": 0.01}
```

--------------------------------

### Apply Lightroom Tonal Adjustments

Source: https://monetgpt.github.io

Use this JSON object to apply specific tonal adjustments in Lightroom. These values are designed to optimize an image by adjusting blacks, contrast, highlights, shadows, whites, and exposure.

```json
{"Blacks": 10, "Contrast": 18, "Highlights": -10, "Shadows": 10, "Whites": 11, "Exposure": 11}
```

--------------------------------

### Selective Color Adjustments for Orange Tones

Source: https://monetgpt.github.io

Use these parameters to enhance specific color ranges, like orange hues, for richer details. Adjust saturation for intensity and hue for color balance.

```json
{"SaturationAdjustmentOrange": 32, "HueAdjustmentOrange": -1}
```

--------------------------------

### Optimal Image Adjustment Values

Source: https://monetgpt.github.io

This JSON object represents a set of optimal adjustment values for an image, including Blacks, Contrast, Highlights, Shadows, Whites, and Exposure. These values are typically used in photo editing software like Lightroom to achieve a balanced and visually appealing result.

```json
{"Blacks": 12, "Contrast": 28, "Highlights": 12, "Shadows": 12, "Whites": 12, "Exposure": 12}
```

--------------------------------

### Optimal Lightroom Adjustments for Exposure and Tonal Range

Source: https://monetgpt.github.io

Applies a set of optimal adjustment values in Lightroom to enhance exposure, contrast, and tonal range. Use these for general image optimization when the original image is slightly underexposed with a lack of contrast.

```json
{"Blacks": 11, "Contrast": 15, "Highlights": 13, "Shadows": 18, "Whites": 14, "Exposure": 10}
```

--------------------------------

### Apply Selective Green Color Adjustments

Source: https://monetgpt.github.io

Use these values to selectively adjust the saturation and hue of greens. Mildly increase green saturation for more vibrant foliage and slightly adjust green hue towards warmer tones for natural appearance.

```json
{"SaturationAdjustmentGreen": 25, "HueAdjustmentGreen": 1}
```

--------------------------------

### Selective Color Adjustments for Greens

Source: https://monetgpt.github.io

Apply these adjustments to selectively increase the saturation of greens and slightly shift their hue towards warmer tones. This enhances the vibrancy of foliage without altering the overall color balance.

```json
{"SaturationAdjustmentGreen": 11, "HueAdjustmentGreen": 1}
```

--------------------------------

### Selective Color Adjustments for Orange Tones

Source: https://monetgpt.github.io

Use these selective color adjustments in Lightroom to enhance the vibrancy and warmth of orange tones, particularly for sunset and street light scenes.

```json
{"SaturationAdjustmentOrange": 41, "HueAdjustmentOrange": 1}
```

--------------------------------

### Apply Selective Color Adjustments for Greens in Lightroom

Source: https://monetgpt.github.io

Use these values to mildly increase the saturation of greens and slightly adjust their hue towards yellow in Lightroom. This enhances the vibrancy of foliage and harmonizes greens with warm sunset tones.

```json
{
  "Greens Saturation": 13,
  "Greens Hue": 1
}
```
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