Files
crosspoint-reader-mod/scripts/generate_test_bmps.py
jpirnay c4e3c244ea feat: Add 4bit bmp support (#944)
## Summary

* What is the goal of this PR?
- Allow users to create custom sleep screen images with standard tools
(ImageMagick, GIMP, etc.) that render cleanly on the e-ink display
without dithering artifacts. Previously, avoiding dithering required
non-standard 2-bit BMPs that no standard image editor can produce. ( see
issue #931 )

* What changes are included?
- Add 4-bit BMP format support to Bitmap.cpp (standard format, widely
supported by image tools)
- Auto-detect "native palette" images: if a BMP has ≤4 palette entries
and all luminances map within ±21 of the display's native gray levels
(0, 85, 170, 255), skip dithering entirely and direct-map pixels
- Clarify pixel processing strategy with three distinct paths:
error-diffusion dithering, simple quantization, or direct mapping
- Add scripts/generate_test_bmps.py for generating test images across
all supported BMP formats

## Additional Context

* The e-ink display has 4 native gray levels. When a BMP already uses
exactly those levels, dithering adds noise to what should be clean
output. The native palette detection uses a ±21 tolerance (~10%) to
handle slight rounding from color space conversions in image tools.
Users can now create a 4-color grayscale BMP with (imagemagic example):
```
convert input.png -colorspace Gray -colors 4 -depth 
```
---

### AI Usage

While CrossPoint doesn't have restrictions on AI tools in contributing,
please be transparent about their usage as it
helps set the right context for reviewers.

Did you use AI tools to help write this code? _** YES**_
2026-02-19 22:33:29 +11:00

330 lines
12 KiB
Python

#!/usr/bin/env python3
"""
Generate test BMP images for verifying Bitmap.cpp format support.
Creates BMP files at 480x800 (CrossPoint display in portrait orientation).
Test images use patterns designed to reveal dithering artifacts:
- Checkerboard: sharp edges between gray levels, dithering adds noise at boundaries
- Fine lines: thin 1px lines on contrasting background, dithering smears them
- Mixed blocks: small rectangles of alternating grays, dithering blurs transitions
- Gradient band: smooth transition in the middle, clean grays top/bottom
Formats generated:
- 1-bit: black & white (baseline, never dithered)
- 2-bit: 4-level grayscale (non-standard CrossPoint extension, won't open on PC)
- 4-bit: 4-color grayscale palette (standard BMP, new support)
- 8-bit: 4-color grayscale palette (colorsUsed=4, should skip dithering)
- 8-bit: 256-color grayscale (full palette, should be dithered)
- 24-bit: RGB grayscale gradient (should be dithered)
Usage:
python generate_test_bmps.py [output_dir]
Default output_dir: ./test_bmps/
"""
import struct
import os
import sys
WIDTH = 480
HEIGHT = 800
# The 4 e-ink gray levels (luminance values)
GRAY_LEVELS = [0, 85, 170, 255]
def write_bmp_file_header(f, pixel_data_offset, file_size):
f.write(b'BM')
f.write(struct.pack('<I', file_size))
f.write(struct.pack('<HH', 0, 0)) # reserved
f.write(struct.pack('<I', pixel_data_offset))
def write_bmp_dib_header(f, width, height, bpp, colors_used=0):
f.write(struct.pack('<I', 40)) # DIB header size (BITMAPINFOHEADER)
f.write(struct.pack('<i', width))
f.write(struct.pack('<i', -height)) # negative = top-down
f.write(struct.pack('<HH', 1, bpp)) # planes, bpp
f.write(struct.pack('<I', 0)) # compression (BI_RGB)
f.write(struct.pack('<I', 0)) # image size (can be 0 for BI_RGB)
f.write(struct.pack('<i', 0)) # X pixels per meter
f.write(struct.pack('<i', 0)) # Y pixels per meter
f.write(struct.pack('<I', colors_used))
f.write(struct.pack('<I', 0)) # important colors
def write_palette(f, entries):
"""Write palette entries as BGRA (B, G, R, 0x00)."""
for gray in entries:
f.write(struct.pack('BBBB', gray, gray, gray, 0))
def get_test_pattern_index(x, y, width, height):
"""Return palette index (0-3) for a test pattern designed to reveal dithering.
Layout (4 horizontal bands):
Band 1 (top 25%): Checkerboard of all 4 gray levels in 16x16 blocks
Band 2 (25-50%): Fine horizontal lines (1px) alternating gray levels
Band 3 (50-75%): 4 vertical stripes, each with a nested smaller pattern
Band 4 (bottom 25%): Diagonal gradient-like pattern using the 4 levels
"""
band = y * 4 // height
if band == 0:
# Checkerboard: 16x16 blocks cycling through all 4 gray levels
bx = (x // 16) % 4
by = (y // 16) % 4
return (bx + by) % 4
elif band == 1:
# Fine lines: 1px horizontal lines alternating between two gray levels
# Left half: alternates black/white, Right half: alternates dark/light gray
if x < width // 2:
return 0 if (y % 2 == 0) else 3 # black/white
else:
return 1 if (y % 2 == 0) else 2 # dark gray/light gray
elif band == 2:
# 4 vertical stripes, each containing a smaller checkerboard at 4x4
stripe = min(x * 4 // width, 3)
inner = ((x // 4) + (y // 4)) % 2
if stripe == 0:
return 0 if inner else 1 # black / dark gray
elif stripe == 1:
return 1 if inner else 2 # dark gray / light gray
elif stripe == 2:
return 2 if inner else 3 # light gray / white
else:
return 0 if inner else 3 # black / white (max contrast)
else:
# Diagonal bands using all 4 levels
return ((x + y) // 20) % 4
def get_test_pattern_lum(x, y, width, height):
"""Return 0-255 luminance for a continuous-tone test pattern.
Same layout as index version but uses full grayscale range
to show how dithering handles non-native gray values.
"""
band = y * 4 // height
if band == 0:
# Checkerboard with intermediate grays (not native levels)
bx = (x // 16) % 4
by = (y // 16) % 4
# Use values between native levels to force dithering decisions
values = [0, 64, 128, 192]
return values[(bx + by) % 4]
elif band == 1:
# Fine lines with intermediate values
if x < width // 2:
return 32 if (y % 2 == 0) else 224 # near-black / near-white
else:
return 96 if (y % 2 == 0) else 160 # mid-grays
elif band == 2:
# Smooth horizontal gradient across full width
return (x * 255) // (width - 1)
else:
# Diagonal bands with smooth transitions
return ((x + y) * 255 // (width + height))
def generate_1bit(path):
"""1-bit BMP: checkerboard pattern."""
bpp = 1
palette = [0, 255]
row_bytes = (WIDTH * bpp + 31) // 32 * 4
palette_size = len(palette) * 4
pixel_offset = 14 + 40 + palette_size
file_size = pixel_offset + row_bytes * HEIGHT
with open(path, 'wb') as f:
write_bmp_file_header(f, pixel_offset, file_size)
write_bmp_dib_header(f, WIDTH, HEIGHT, bpp, len(palette))
write_palette(f, palette)
for y in range(HEIGHT):
row = bytearray(row_bytes)
for x in range(WIDTH):
# 16x16 checkerboard
val = ((x // 16) + (y // 16)) % 2
if val:
row[x >> 3] |= (0x80 >> (x & 7))
f.write(row)
print(f" Created: {path} ({bpp}-bit, {len(palette)} colors)")
def generate_2bit(path):
"""2-bit BMP: 4-level grayscale test pattern (non-standard, CrossPoint extension)."""
bpp = 2
palette = GRAY_LEVELS
row_bytes = (WIDTH * bpp + 31) // 32 * 4
palette_size = len(palette) * 4
pixel_offset = 14 + 40 + palette_size
file_size = pixel_offset + row_bytes * HEIGHT
with open(path, 'wb') as f:
write_bmp_file_header(f, pixel_offset, file_size)
write_bmp_dib_header(f, WIDTH, HEIGHT, bpp, len(palette))
write_palette(f, palette)
for y in range(HEIGHT):
row = bytearray(row_bytes)
for x in range(WIDTH):
idx = get_test_pattern_index(x, y, WIDTH, HEIGHT)
byte_pos = x >> 2
bit_shift = 6 - ((x & 3) * 2)
row[byte_pos] |= (idx << bit_shift)
f.write(row)
print(f" Created: {path} ({bpp}-bit, {len(palette)} colors)")
def generate_4bit(path):
"""4-bit BMP: 4-color grayscale test pattern (standard, should skip dithering)."""
bpp = 4
palette = GRAY_LEVELS
row_bytes = (WIDTH * bpp + 31) // 32 * 4
palette_size = len(palette) * 4
pixel_offset = 14 + 40 + palette_size
file_size = pixel_offset + row_bytes * HEIGHT
with open(path, 'wb') as f:
write_bmp_file_header(f, pixel_offset, file_size)
write_bmp_dib_header(f, WIDTH, HEIGHT, bpp, len(palette))
write_palette(f, palette)
for y in range(HEIGHT):
row = bytearray(row_bytes)
for x in range(WIDTH):
idx = get_test_pattern_index(x, y, WIDTH, HEIGHT)
byte_pos = x >> 1
if x & 1:
row[byte_pos] |= idx
else:
row[byte_pos] |= (idx << 4)
f.write(row)
print(f" Created: {path} ({bpp}-bit, {len(palette)} colors)")
def generate_8bit_4colors(path):
"""8-bit BMP with only 4 palette entries (colorsUsed=4, should skip dithering)."""
bpp = 8
palette = GRAY_LEVELS
row_bytes = (WIDTH * bpp + 31) // 32 * 4
palette_size = len(palette) * 4
pixel_offset = 14 + 40 + palette_size
file_size = pixel_offset + row_bytes * HEIGHT
with open(path, 'wb') as f:
write_bmp_file_header(f, pixel_offset, file_size)
write_bmp_dib_header(f, WIDTH, HEIGHT, bpp, len(palette))
write_palette(f, palette)
for y in range(HEIGHT):
row = bytearray(row_bytes)
for x in range(WIDTH):
row[x] = get_test_pattern_index(x, y, WIDTH, HEIGHT)
f.write(row)
print(f" Created: {path} ({bpp}-bit, {len(palette)} colors)")
def generate_8bit_256colors(path):
"""8-bit BMP with full 256 palette (should be dithered normally)."""
bpp = 8
palette = list(range(256))
row_bytes = (WIDTH * bpp + 31) // 32 * 4
palette_size = len(palette) * 4
pixel_offset = 14 + 40 + palette_size
file_size = pixel_offset + row_bytes * HEIGHT
with open(path, 'wb') as f:
write_bmp_file_header(f, pixel_offset, file_size)
write_bmp_dib_header(f, WIDTH, HEIGHT, bpp, len(palette))
write_palette(f, palette)
for y in range(HEIGHT):
row = bytearray(row_bytes)
for x in range(WIDTH):
row[x] = get_test_pattern_lum(x, y, WIDTH, HEIGHT)
f.write(row)
print(f" Created: {path} ({bpp}-bit, {len(palette)} colors)")
def generate_24bit(path):
"""24-bit BMP: RGB grayscale test pattern (should be dithered normally)."""
bpp = 24
row_bytes = (WIDTH * bpp + 31) // 32 * 4
pixel_offset = 14 + 40
file_size = pixel_offset + row_bytes * HEIGHT
with open(path, 'wb') as f:
write_bmp_file_header(f, pixel_offset, file_size)
write_bmp_dib_header(f, WIDTH, HEIGHT, bpp, 0)
for y in range(HEIGHT):
row = bytearray(row_bytes)
for x in range(WIDTH):
gray = get_test_pattern_lum(x, y, WIDTH, HEIGHT)
offset = x * 3
row[offset] = gray # B
row[offset + 1] = gray # G
row[offset + 2] = gray # R
f.write(row)
print(f" Created: {path} ({bpp}-bit)")
def main():
output_dir = sys.argv[1] if len(sys.argv) > 1 else './test_bmps'
os.makedirs(output_dir, exist_ok=True)
print(f"Generating test BMPs in {output_dir}/")
print(f"Resolution: {WIDTH}x{HEIGHT}")
print()
generate_1bit(os.path.join(output_dir, 'test_1bit_bw.bmp'))
generate_2bit(os.path.join(output_dir, 'test_2bit_4gray.bmp'))
generate_4bit(os.path.join(output_dir, 'test_4bit_4gray.bmp'))
generate_8bit_4colors(os.path.join(output_dir, 'test_8bit_4colors.bmp'))
generate_8bit_256colors(os.path.join(output_dir, 'test_8bit_256gray_gradient.bmp'))
generate_24bit(os.path.join(output_dir, 'test_24bit_gradient.bmp'))
print()
print("Test pattern layout (4 horizontal bands):")
print(" Band 1 (top): 16x16 checkerboard cycling all 4 gray levels")
print(" Band 2: Fine 1px horizontal lines alternating grays")
print(" Band 3: 4 stripes with nested 4x4 checkerboard detail")
print(" Band 4 (bottom): Diagonal bands cycling all 4 levels")
print()
print("What to look for:")
print(" Direct mapping: Sharp, clean edges between gray blocks")
print(" Dithering: Noisy/speckled boundaries, smeared fine lines")
print()
print("Expected results on device:")
print(" 1-bit: Clean B&W checkerboard, no dithering")
print(" 2-bit: Clean 4-gray pattern, no dithering (non-standard BMP, won't open on PC)")
print(" 4-bit: Clean 4-gray pattern, no dithering (standard BMP, viewable on PC)")
print(" 8-bit (4 colors): Clean 4-gray pattern, no dithering (standard BMP, viewable on PC)")
print(" 8-bit (256 colors): Same layout but with intermediate grays, WITH dithering")
print(" 24-bit: Same layout but with intermediate grays, WITH dithering")
print()
print("Note: 2-bit BMP is a non-standard CrossPoint extension. Standard image viewers")
print("will not open it. Use the 4-bit BMP instead for images created with standard tools")
print("(e.g. ImageMagick: convert input.png -colorspace Gray -colors 4 -depth 4 BMP3:output.bmp)")
print()
print("Copy files to /sleep/ folder on SD card to test as custom sleep screen images.")
if __name__ == '__main__':
main()