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jason-mao/esp_jpeg

0.1.0

uploaded 2 weeks ago
Espressif JPEG encoder and decoder
Readme Changelog Dependencies 1 Examples 0

readme

# ESP_JPEG

ESP_JPEG is Espressif's lightweight JPEG encoder and decoder library. The memory and CPU loading are optimized to make better use of Espressif chips.

## Features

Encoder:  
    - Support variety of width and height to encoder  
    - Support RGB888 RGBA YCbYCr YCbY2YCrY2 GRAY pixel format  
    - Support YUV444 YUV422 YUV420 subsampling  
    - Support quality(1-100)  
    - Support 0 90 180 270 degree clockwise rotation, under the follow cases  
       1. src_type = JPEG_PIXEL_FORMAT_YCbYCr, subsampling = JPEG_SUBSAMPLE_420 and width and height are multiply of 16  
       2. src_type = JPEG_PIXEL_FORMAT_YCbYCr, subsampling = JPEG_SUBSAMPLE_GRAY and width and height are multiply of 8  
    - Support mono-task and dual-task  
    - Support two mode encoder, respectively one image encoder and block encoder  

Decoder:  
    - Support variety of width and height to decoder  
    - Support one and three channels decoder  
    - Support RGB888 RGB565(big endian) RGB565(little endian) CbYCrY pixel format output  
    - Support 0 90 180 270 degree clockwise rotation, under width and height are multiply of 8  
    - Support clipper and scale, under width and height are multiply of 8  
    - Support two mode decoder, respectively one image decoder and block decoder  

## Performance

### Test on chip ESP32-S3

#### Encoder

Mono task:

The consume memory(10 kByte DRAM) is constant.  

| Resolution  | Source Pixel Format      | Output Quality | Output Subsampling | Frames Per Second(fps) |
|-------------|--------------------------|----------------|--------------------|------------------------|
| 1920 * 1080 | JPEG_PIXEL_FORMAT_YCbYCr | 60             | JPEG_SUBSAMPLE_420 | 1.59                   |
| 1920 * 1080 | JPEG_PIXEL_FORMAT_RGB888 | 60             | JPEG_SUBSAMPLE_420 | 1.33                   |
| 1280 * 720  | JPEG_PIXEL_FORMAT_YCbYCr | 60             | JPEG_SUBSAMPLE_420 | 4.84                   |
| 1280 * 720  | JPEG_PIXEL_FORMAT_RGB888 | 60             | JPEG_SUBSAMPLE_420 | 2.92                   |
| 800 * 480   | JPEG_PIXEL_FORMAT_YCbYCr | 60             | JPEG_SUBSAMPLE_420 | 10.82                  |
| 800 * 480   | JPEG_PIXEL_FORMAT_RGB888 | 60             | JPEG_SUBSAMPLE_420 | 6.74                   |
| 640 * 480   | JPEG_PIXEL_FORMAT_YCbYCr | 60             | JPEG_SUBSAMPLE_420 | 13.24                  |
| 640 * 480   | JPEG_PIXEL_FORMAT_RGB888 | 60             | JPEG_SUBSAMPLE_420 | 8.32                   |
| 480 * 320   | JPEG_PIXEL_FORMAT_YCbYCr | 60             | JPEG_SUBSAMPLE_420 | 24.35                  |
| 480 * 320   | JPEG_PIXEL_FORMAT_RGB888 | 60             | JPEG_SUBSAMPLE_420 | 15.84                  |
| 320 * 240   | JPEG_PIXEL_FORMAT_YCbYCr | 60             | JPEG_SUBSAMPLE_420 | 45.30                  |
| 320 * 240   | JPEG_PIXEL_FORMAT_RGB888 | 60             | JPEG_SUBSAMPLE_420 | 30.37                  |

Dual task:

The picture's width wider, the more memory is consumed.  

| Resolution | Source Pixel Format      | Output Quality | Output Subsampling | Frames Per Second(fps) |
|------------|--------------------------|----------------|--------------------|------------------------|
| 1280 * 720 | JPEG_PIXEL_FORMAT_RGB888 | 60             | JPEG_SUBSAMPLE_420 | 4.62                   |
| 800 * 480  | JPEG_PIXEL_FORMAT_RGB888 | 60             | JPEG_SUBSAMPLE_420 | 10.46                  |
| 640 * 480  | JPEG_PIXEL_FORMAT_RGB888 | 60             | JPEG_SUBSAMPLE_420 | 12.89                  |
| 480 * 320  | JPEG_PIXEL_FORMAT_RGB888 | 60             | JPEG_SUBSAMPLE_420 | 23.57                  |
| 320 * 240  | JPEG_PIXEL_FORMAT_RGB888 | 60             | JPEG_SUBSAMPLE_420 | 43.97                  |

#### Decoder

The consume memory(10 kByte DRAM) is constant.  

Rotate JPEG_ROTATE_0D cases:

| Resolution  | Source Subsampling | Source Quality | Output Pixel Format         | Frames Per Second(fps) |
|-------------|--------------------|----------------|-----------------------------|------------------------|
| 1920 * 1080 | JPEG_SUBSAMPLE_422 | 60             | JPEG_PIXEL_FORMAT_RGB565_LE | 3.27                   |
| 1920 * 1080 | JPEG_SUBSAMPLE_420 | 60             | JPEG_PIXEL_FORMAT_RGB565_LE | 3.78                   |
| 1280 * 720  | JPEG_SUBSAMPLE_422 | 60             | JPEG_PIXEL_FORMAT_RGB565_LE | 6.77                   |
| 1280 * 720  | JPEG_SUBSAMPLE_420 | 60             | JPEG_PIXEL_FORMAT_RGB565_LE | 7.82                   |
| 800 * 480   | JPEG_SUBSAMPLE_422 | 60             | JPEG_PIXEL_FORMAT_RGB565_LE | 14.73                  |
| 800 * 480   | JPEG_SUBSAMPLE_420 | 60             | JPEG_PIXEL_FORMAT_RGB565_LE | 16.87                  |
| 640 * 480   | JPEG_SUBSAMPLE_422 | 60             | JPEG_PIXEL_FORMAT_RGB565_LE | 17.90                  |
| 640 * 480   | JPEG_SUBSAMPLE_420 | 60             | JPEG_PIXEL_FORMAT_RGB565_LE | 20.46                  |
| 480 * 320   | JPEG_SUBSAMPLE_422 | 60             | JPEG_PIXEL_FORMAT_RGB565_LE | 32.27                  |
| 480 * 320   | JPEG_SUBSAMPLE_420 | 60             | JPEG_PIXEL_FORMAT_RGB565_LE | 36.29                  |
| 320 * 240   | JPEG_SUBSAMPLE_422 | 60             | JPEG_PIXEL_FORMAT_RGB565_LE | 58.95                  |
| 320 * 240   | JPEG_SUBSAMPLE_420 | 60             | JPEG_PIXEL_FORMAT_RGB565_LE | 66.28                  |

Rotate JPEG_ROTATE_90D cases:

| Resolution  | Source Subsampling | Source Quality | Output Pixel Format         | Frames Per Second(fps) |
|-------------|--------------------|----------------|-----------------------------|------------------------|
| 1920 * 1080 | JPEG_SUBSAMPLE_422 | 60             | JPEG_PIXEL_FORMAT_RGB565_LE | 2.23                   |
| 1920 * 1080 | JPEG_SUBSAMPLE_420 | 60             | JPEG_PIXEL_FORMAT_RGB565_LE | 3.11                   |
| 1280 * 720  | JPEG_SUBSAMPLE_422 | 60             | JPEG_PIXEL_FORMAT_RGB565_LE | 5.02                   |
| 1280 * 720  | JPEG_SUBSAMPLE_420 | 60             | JPEG_PIXEL_FORMAT_RGB565_LE | 7.13                   |
| 800 * 480   | JPEG_SUBSAMPLE_422 | 60             | JPEG_PIXEL_FORMAT_RGB565_LE | 14.09                  |
| 800 * 480   | JPEG_SUBSAMPLE_420 | 60             | JPEG_PIXEL_FORMAT_RGB565_LE | 16.85                  |
| 640 * 480   | JPEG_SUBSAMPLE_422 | 60             | JPEG_PIXEL_FORMAT_RGB565_LE | 17.16                  |
| 640 * 480   | JPEG_SUBSAMPLE_420 | 60             | JPEG_PIXEL_FORMAT_RGB565_LE | 20.45                  |
| 480 * 320   | JPEG_SUBSAMPLE_422 | 60             | JPEG_PIXEL_FORMAT_RGB565_LE | 30.87                  |
| 480 * 320   | JPEG_SUBSAMPLE_420 | 60             | JPEG_PIXEL_FORMAT_RGB565_LE | 36.15                  |
| 320 * 240   | JPEG_SUBSAMPLE_422 | 60             | JPEG_PIXEL_FORMAT_RGB565_LE | 59.17                  |
| 320 * 240   | JPEG_SUBSAMPLE_420 | 60             | JPEG_PIXEL_FORMAT_RGB565_LE | 70.78                  |

### Test on chip ESP32-S2

#### Encoder

Only support mono task. The consume memory(10 kByte DRAM) is constant.  

| Resolution | Source Pixel Format      | Output Quality | Output Subsampling | Frames Per Second(fps) |
|------------|--------------------------|----------------|--------------------|------------------------|
| 800 * 480  | JPEG_PIXEL_FORMAT_YCbYCr | 60             | JPEG_SUBSAMPLE_420 | 3.60                   |
| 800 * 480  | JPEG_PIXEL_FORMAT_RGB888 | 60             | JPEG_SUBSAMPLE_420 | 2.76                   |
| 640 * 480  | JPEG_PIXEL_FORMAT_YCbYCr | 60             | JPEG_SUBSAMPLE_420 | 4.47                   |
| 640 * 480  | JPEG_PIXEL_FORMAT_RGB888 | 60             | JPEG_SUBSAMPLE_420 | 3.43                   |
| 480 * 320  | JPEG_PIXEL_FORMAT_YCbYCr | 60             | JPEG_SUBSAMPLE_420 | 8.64                   |
| 480 * 320  | JPEG_PIXEL_FORMAT_RGB888 | 60             | JPEG_SUBSAMPLE_420 | 6.69                   |
| 320 * 240  | JPEG_PIXEL_FORMAT_YCbYCr | 60             | JPEG_SUBSAMPLE_420 | 16.30                  |
| 320 * 240  | JPEG_PIXEL_FORMAT_RGB888 | 60             | JPEG_SUBSAMPLE_420 | 13.05                  |

#### Decoder

The consume memory(10 kByte DRAM) is constant.  

Rotate JPEG_ROTATE_0D cases:

| Resolution | Source Subsampling | Source Quality | Output Pixel Format         | Frames Per Second(fps) |
|------------|--------------------|----------------|-----------------------------|------------------------|
| 800 * 480  | JPEG_SUBSAMPLE_422 | 60             | JPEG_PIXEL_FORMAT_RGB565_LE | 5.44                   |
| 800 * 480  | JPEG_SUBSAMPLE_420 | 60             | JPEG_PIXEL_FORMAT_RGB565_LE | 5.76                   |
| 640 * 480  | JPEG_SUBSAMPLE_422 | 60             | JPEG_PIXEL_FORMAT_RGB565_LE | 6.70                   |
| 640 * 480  | JPEG_SUBSAMPLE_420 | 60             | JPEG_PIXEL_FORMAT_RGB565_LE | 7.09                   |
| 480 * 320  | JPEG_SUBSAMPLE_422 | 60             | JPEG_PIXEL_FORMAT_RGB565_LE | 12.71                  |
| 480 * 320  | JPEG_SUBSAMPLE_420 | 60             | JPEG_PIXEL_FORMAT_RGB565_LE | 13.42                  |
| 320 * 240  | JPEG_SUBSAMPLE_422 | 60             | JPEG_PIXEL_FORMAT_RGB565_LE | 24.18                  |
| 320 * 240  | JPEG_SUBSAMPLE_420 | 60             | JPEG_PIXEL_FORMAT_RGB565_LE | 25.60                  |

Rotate JPEG_ROTATE_90D cases:

| Resolution | Source Subsampling | Source Quality | Output Pixel Format         | Frames Per Second(fps) |
|------------|--------------------|----------------|-----------------------------|------------------------|
| 800 * 480  | JPEG_SUBSAMPLE_422 | 60             | JPEG_PIXEL_FORMAT_RGB565_LE | 4.53                   |
| 800 * 480  | JPEG_SUBSAMPLE_420 | 60             | JPEG_PIXEL_FORMAT_RGB565_LE | 4.81                   |
| 640 * 480  | JPEG_SUBSAMPLE_422 | 60             | JPEG_PIXEL_FORMAT_RGB565_LE | 5.59                   |
| 640 * 480  | JPEG_SUBSAMPLE_420 | 60             | JPEG_PIXEL_FORMAT_RGB565_LE | 5.94                   |
| 480 * 320  | JPEG_SUBSAMPLE_422 | 60             | JPEG_PIXEL_FORMAT_RGB565_LE | 10.69                  |
| 480 * 320  | JPEG_SUBSAMPLE_420 | 60             | JPEG_PIXEL_FORMAT_RGB565_LE | 11.33                  |
| 320 * 240  | JPEG_SUBSAMPLE_422 | 60             | JPEG_PIXEL_FORMAT_RGB565_LE | 22.40                  |
| 320 * 240  | JPEG_SUBSAMPLE_420 | 60             | JPEG_PIXEL_FORMAT_RGB565_LE | 21.77                  |

## Usage

Please refer to the `test_app` folder for more details on API usage.

## FAQ

1. Does ESP_JPEG support decoding progressive JPEG?

   No, ESP_JPEG only support decoding baseline JPEG.

   You can use the following code to check if the image is progressive JPEG. Output 1 means progressive JPEG, 0 means baseline JPEG.

    ```bash
    python
    >>> from PIL import Image
    >>> Image.open("file_name.jpg").info.get('progressive', 0)
    ```

2. Why does the decoded output image appear misaligned?

   The issue typically occurs when a few columns of the image on the far left or right side appear on the opposite side. If you are using the ESP32-S3, a possible cause is that the output buffer is not 16-byte aligned. Please use the `jpeg_calloc_align` function to allocate output buffer.

## Supported chip

| ESP_JPEG Version | Supported Chip                                     |
|------------------|----------------------------------------------------|
| v0.1.0           | ESP32 ESP32-S3 ESP32-S2 ESP32-P4 ESP32-C3 ESP32-C6 |

Targets

License: Custom

To add this component to your project, run:

idf.py add-dependency "jason-mao/esp_jpeg^0.1.0"

or download archive

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