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-rwxr-xr-xutils/raspberrypi/ctt/ctt.py136
1 files changed, 68 insertions, 68 deletions
diff --git a/utils/raspberrypi/ctt/ctt.py b/utils/raspberrypi/ctt/ctt.py
index 5fe22e14..3674d310 100755
--- a/utils/raspberrypi/ctt/ctt.py
+++ b/utils/raspberrypi/ctt/ctt.py
@@ -41,15 +41,15 @@ def get_col_lux(string):
"""
Extract colour and lux values from filename
"""
- col = re.search('([0-9]+)[kK](\.(jpg|jpeg|brcm|dng)|_.*\.(jpg|jpeg|brcm|dng))$',string)
- lux = re.search('([0-9]+)[lL](\.(jpg|jpeg|brcm|dng)|_.*\.(jpg|jpeg|brcm|dng))$',string)
+ col = re.search('([0-9]+)[kK](\.(jpg|jpeg|brcm|dng)|_.*\.(jpg|jpeg|brcm|dng))$', string)
+ lux = re.search('([0-9]+)[lL](\.(jpg|jpeg|brcm|dng)|_.*\.(jpg|jpeg|brcm|dng))$', string)
try:
col = col.group(1)
except AttributeError:
"""
Catch error if images labelled incorrectly and pass reasonable defaults
"""
- return None,None
+ return None, None
try:
lux = lux.group(1)
except AttributeError:
@@ -57,15 +57,15 @@ def get_col_lux(string):
Catch error if images labelled incorrectly and pass reasonable defaults
Still returns colour if that has been found.
"""
- return col,None
- return int( col ),int( lux )
+ return col, None
+ return int( col ), int( lux )
"""
Camera object that is the backbone of the tuning tool.
Input is the desired path of the output json.
"""
class Camera:
- def __init__(self,jfile):
+ def __init__(self, jfile):
self.path = os.path.dirname(os.path.expanduser(__file__)) + '/'
if self.path == '/':
self.path = ''
@@ -96,9 +96,9 @@ class Camera:
},
"rpi.awb": {
"priors" : [
- {"lux": 0,"prior":[ 2000, 1.0, 3000, 0.0, 13000, 0.0]},
- {"lux": 800,"prior":[ 2000, 0.0, 6000, 2.0, 13000, 2.0]},
- {"lux": 1500,"prior":[ 2000, 0.0, 4000, 1.0, 6000, 6.0, 6500, 7.0, 7000, 1.0, 13000, 1.0]}
+ {"lux": 0, "prior": [ 2000, 1.0, 3000, 0.0, 13000, 0.0]},
+ {"lux": 800, "prior": [ 2000, 0.0, 6000, 2.0, 13000, 2.0]},
+ {"lux": 1500, "prior": [ 2000, 0.0, 4000, 1.0, 6000, 6.0, 6500, 7.0, 7000, 1.0, 13000, 1.0]}
],
"modes" : {
"auto" : { "lo" : 2500, "hi" : 8000 },
@@ -189,7 +189,7 @@ class Camera:
},
"rpi.ccm": {
},
- "rpi.sharpen":{
+ "rpi.sharpen": {
}
}
@@ -198,7 +198,7 @@ class Camera:
Perform colour correction calibrations by comparing macbeth patch colours
to standard macbeth chart colours.
"""
- def ccm_cal(self,do_alsc_colour):
+ def ccm_cal(self, do_alsc_colour):
if 'rpi.ccm' in self.disable:
return 1
print('\nStarting CCM calibration')
@@ -227,7 +227,7 @@ class Camera:
cal_cb_list = self.json['rpi.alsc']['calibrations_Cb']
self.log += '\nALSC tables found successfully'
except KeyError:
- cal_cr_list,cal_cb_list=None,None
+ cal_cr_list, cal_cb_list=None, None
print('WARNING! No ALSC tables found for CCM!')
print('Performing CCM calibrations without ALSC correction...')
self.log += '\nWARNING: No ALSC tables found.\nCCM calibration '
@@ -236,7 +236,7 @@ class Camera:
"""
case where config options result in CCM done without ALSC colour tables
"""
- cal_cr_list,cal_cb_list=None,None
+ cal_cr_list, cal_cb_list=None, None
self.log += '\nWARNING: No ALSC tables found.\nCCM calibration '
self.log += 'performed without ALSC correction...'
@@ -244,7 +244,7 @@ class Camera:
Do CCM calibration
"""
try:
- ccms = ccm(self,cal_cr_list,cal_cb_list)
+ ccms = ccm(self, cal_cr_list, cal_cb_list)
except ArithmeticError:
print('ERROR: Matrix is singular!\nTake new pictures and try again...')
self.log += '\nERROR: Singular matrix encountered during fit!'
@@ -262,7 +262,7 @@ class Camera:
various colour temperatures, as well as providing a maximum 'wiggle room'
distance from this curve (transverse_neg/pos).
"""
- def awb_cal(self,greyworld,do_alsc_colour):
+ def awb_cal(self, greyworld, do_alsc_colour):
if 'rpi.awb' in self.disable:
return 1
print('\nStarting AWB calibration')
@@ -292,21 +292,21 @@ class Camera:
cal_cb_list = self.json['rpi.alsc']['calibrations_Cb']
self.log += '\nALSC tables found successfully'
except KeyError:
- cal_cr_list,cal_cb_list=None,None
+ cal_cr_list, cal_cb_list=None, None
print('ERROR, no ALSC calibrations found for AWB')
print('Performing AWB without ALSC tables')
self.log += '\nWARNING: No ALSC tables found.\nAWB calibration '
self.log += 'performed without ALSC correction...'
else:
- cal_cr_list,cal_cb_list=None,None
+ cal_cr_list, cal_cb_list=None, None
self.log += '\nWARNING: No ALSC tables found.\nAWB calibration '
self.log += 'performed without ALSC correction...'
"""
call calibration function
"""
plot = "rpi.awb" in self.plot
- awb_out = awb(self,cal_cr_list,cal_cb_list,plot)
- ct_curve,transverse_neg,transverse_pos = awb_out
+ awb_out = awb(self, cal_cr_list, cal_cb_list, plot)
+ ct_curve, transverse_neg, transverse_pos = awb_out
"""
write output to json
"""
@@ -323,7 +323,7 @@ class Camera:
colour channel seperately, and then partially corrects for vignetting.
The extent of the correction depends on the 'luminance_strength' parameter.
"""
- def alsc_cal(self,luminance_strength,do_alsc_colour):
+ def alsc_cal(self, luminance_strength, do_alsc_colour):
if 'rpi.alsc' in self.disable:
return 1
print('\nStarting ALSC calibration')
@@ -346,8 +346,8 @@ class Camera:
call calibration function
"""
plot = "rpi.alsc" in self.plot
- alsc_out = alsc_all(self,do_alsc_colour,plot)
- cal_cr_list,cal_cb_list,luminance_lut,av_corn = alsc_out
+ alsc_out = alsc_all(self, do_alsc_colour, plot)
+ cal_cr_list, cal_cb_list, luminance_lut, av_corn = alsc_out
"""
write ouput to json and finish if not do_alsc_colour
"""
@@ -392,12 +392,12 @@ class Camera:
"""
obtain worst-case scenario residual sigmas
"""
- sigma_r,sigma_b = get_sigma(self,cal_cr_list,cal_cb_list)
+ sigma_r, sigma_b = get_sigma(self, cal_cr_list, cal_cb_list)
"""
write output to json
"""
- self.json['rpi.alsc']['sigma'] = np.round(sigma_r,5)
- self.json['rpi.alsc']['sigma_Cb'] = np.round(sigma_b,5)
+ self.json['rpi.alsc']['sigma'] = np.round(sigma_r, 5)
+ self.json['rpi.alsc']['sigma_Cb'] = np.round(sigma_b, 5)
self.log += '\nCalibrated sigmas written to json file'
print('Finished ALSC calibrations')
@@ -417,7 +417,7 @@ class Camera:
perform calibration
"""
plot = 'rpi.geq' in self.plot
- slope,offset = geq_fit(self,plot)
+ slope, offset = geq_fit(self, plot)
"""
write output to json
"""
@@ -441,7 +441,7 @@ class Camera:
image with lux level closest to 1000 is chosen.
"""
luxes = [Img.lux for Img in self.imgs]
- argmax = luxes.index(min(luxes, key=lambda l:abs(1000-l)))
+ argmax = luxes.index(min(luxes, key=lambda l: abs(1000-l)))
Img = self.imgs[argmax]
self.log += '\nLux found closest to 1000: {} lx'.format(Img.lux)
self.log += '\nImage used: ' + Img.name
@@ -450,7 +450,7 @@ class Camera:
"""
do calibration
"""
- lux_out,shutter_speed,gain = lux(self,Img)
+ lux_out, shutter_speed, gain = lux(self, Img)
"""
write output to json
"""
@@ -474,28 +474,28 @@ class Camera:
run calibration on all images and sort by slope.
"""
plot = "rpi.noise" in self.plot
- noise_out = sorted([noise(self,Img,plot) for Img in self.imgs], key = lambda x:x[0])
+ noise_out = sorted([noise(self, Img, plot) for Img in self.imgs], key = lambda x: x[0])
self.log += '\nFinished processing images'
"""
take the average of the interquartile
"""
l = len(noise_out)
- noise_out = np.mean(noise_out[l//4:1+3*l//4],axis=0)
+ noise_out = np.mean(noise_out[l//4:1+3*l//4], axis=0)
self.log += '\nAverage noise profile: constant = {} '.format(int(noise_out[1]))
self.log += 'slope = {:.3f}'.format(noise_out[0])
"""
write to json
"""
self.json['rpi.noise']['reference_constant'] = int(noise_out[1])
- self.json['rpi.noise']['reference_slope'] = round(noise_out[0],3)
+ self.json['rpi.noise']['reference_slope'] = round(noise_out[0], 3)
self.log += '\nNOISE calibrations written to json'
print('Finished NOISE calibrations')
"""
Removes json entries that are turned off
"""
- def json_remove(self,disable):
- self.log_new_sec('Disabling Options',cal=False)
+ def json_remove(self, disable):
+ self.log_new_sec('Disabling Options', cal=False)
if len(self.disable) == 0:
self.log += '\nNothing disabled!'
return 1
@@ -512,16 +512,16 @@ class Camera:
"""
Write json dictionary to file
"""
- jstring = json.dumps(self.json,sort_keys=False)
+ jstring = json.dumps(self.json, sort_keys=False)
"""
make it pretty :)
"""
- pretty_print_json(jstring,self.jf)
+ pretty_print_json(jstring, self.jf)
"""
add a new section to the log file
"""
- def log_new_sec(self,section,cal=True):
+ def log_new_sec(self, section, cal=True):
self.log += '\n'+self.log_separator
self.log += section
if cal:
@@ -531,8 +531,8 @@ class Camera:
"""
write script arguments to log file
"""
- def log_user_input(self,json_output,directory,config,log_output):
- self.log_new_sec('User Arguments',cal=False)
+ def log_user_input(self, json_output, directory, config, log_output):
+ self.log_new_sec('User Arguments', cal=False)
self.log += '\nJson file output: ' + json_output
self.log += '\nCalibration images directory: ' + directory
if config == None:
@@ -555,19 +555,19 @@ class Camera:
"""
write log file
"""
- def write_log(self,filename):
+ def write_log(self, filename):
if filename == None:
filename = 'ctt_log.txt'
self.log += '\n' + self.log_separator
- with open(filename,'w') as logfile:
+ with open(filename, 'w') as logfile:
logfile.write(self.log)
"""
Add all images from directory, pass into relevant list of images and
extrace lux and temperature values.
"""
- def add_imgs(self,directory,mac_config,blacklevel=-1):
- self.log_new_sec('Image Loading',cal=False)
+ def add_imgs(self, directory, mac_config, blacklevel=-1):
+ self.log_new_sec('Image Loading', cal=False)
img_suc_msg = 'Image loaded successfully!'
print('\n\nLoading images from '+directory)
self.log += '\nDirectory: ' + directory
@@ -588,12 +588,12 @@ class Camera:
"""
obtain colour and lux value
"""
- col,lux = get_col_lux(filename)
+ col, lux = get_col_lux(filename)
"""
Check if image is an alsc calibration image
"""
if 'alsc' in filename:
- Img = load_image(self,address,mac=False)
+ Img = load_image(self, address, mac=False)
self.log += '\nIdentified as an ALSC image'
"""
check if imagae data has been successfully unpacked
@@ -633,7 +633,7 @@ class Camera:
self.log += '\nWARNING: Error reading lux value'
self.log += '\nImage discarded!'
continue
- Img = load_image(self,address,mac_config)
+ Img = load_image(self, address, mac_config)
"""
check that image data has been successfuly unpacked
"""
@@ -645,7 +645,7 @@ class Camera:
"""
if successful, append to list and continue to next image
"""
- Img.col,Img.lux = col,lux
+ Img.col, Img.lux = col, lux
Img.name = filename
self.log += '\nColour temperature: {} K'.format(col)
self.log += '\nLux value: {} lx'.format(lux)
@@ -683,7 +683,7 @@ class Camera:
patterns = list(set([Img.pattern for Img in all_imgs]))
sigbitss = list(set([Img.sigbits for Img in all_imgs]))
blacklevels = list(set([Img.blacklevel_16 for Img in all_imgs]))
- sizes = list(set([(Img.w,Img.h) for Img in all_imgs]))
+ sizes = list(set([(Img.w, Img.h) for Img in all_imgs]))
if len(camNames)==1 and len(patterns)==1 and len(sigbitss)==1 and len(blacklevels) ==1 and len(sizes)== 1:
self.grey = (patterns[0] == 128)
@@ -694,14 +694,14 @@ class Camera:
self.log += '\nGreyscale camera identified'
self.log += '\nSignificant bits: {}'.format(sigbitss[0])
self.log += '\nBlacklevel: {}'.format(blacklevels[0])
- self.log += '\nImage size: w = {} h = {}'.format(sizes[0][0],sizes[0][1])
+ self.log += '\nImage size: w = {} h = {}'.format(sizes[0][0], sizes[0][1])
return 1
else:
print('\nERROR: Images from different cameras')
self.log += '\nERROR: Images are from different cameras'
return 0
-def run_ctt(json_output,directory,config,log_output):
+def run_ctt(json_output, directory, config, log_output):
"""
check input files are jsons
"""
@@ -717,7 +717,7 @@ def run_ctt(json_output,directory,config,log_output):
read configurations
"""
try:
- with open(config,'r') as config_json:
+ with open(config, 'r') as config_json:
configs = json.load(config_json)
except FileNotFoundError:
configs = {}
@@ -731,18 +731,18 @@ def run_ctt(json_output,directory,config,log_output):
"""
load configurations from config file, if not given then set default
"""
- disable = get_config(configs,"disable",[],'list')
- plot = get_config(configs,"plot",[],'list')
- awb_d = get_config(configs,"awb",{},'dict')
- greyworld = get_config(awb_d,"greyworld",0,'bool')
- alsc_d = get_config(configs,"alsc",{},'dict')
- do_alsc_colour = get_config(alsc_d,"do_alsc_colour",1,'bool')
- luminance_strength = get_config(alsc_d,"luminance_strength",0.5,'num')
- blacklevel = get_config(configs,"blacklevel",-1,'num')
- macbeth_d = get_config(configs,"macbeth",{},'dict')
- mac_small = get_config(macbeth_d,"small",0,'bool')
- mac_show = get_config(macbeth_d,"show",0,'bool')
- mac_config = (mac_small,mac_show)
+ disable = get_config(configs, "disable", [], 'list')
+ plot = get_config(configs, "plot", [], 'list')
+ awb_d = get_config(configs, "awb", {}, 'dict')
+ greyworld = get_config(awb_d, "greyworld", 0, 'bool')
+ alsc_d = get_config(configs, "alsc", {}, 'dict')
+ do_alsc_colour = get_config(alsc_d, "do_alsc_colour", 1, 'bool')
+ luminance_strength = get_config(alsc_d, "luminance_strength", 0.5, 'num')
+ blacklevel = get_config(configs, "blacklevel", -1, 'num')
+ macbeth_d = get_config(configs, "macbeth", {}, 'dict')
+ mac_small = get_config(macbeth_d, "small", 0, 'bool')
+ mac_show = get_config(macbeth_d, "show", 0, 'bool')
+ mac_config = (mac_small, mac_show)
if blacklevel < -1 or blacklevel >= 2**16:
print('\nInvalid blacklevel, defaulted to 64')
@@ -762,10 +762,10 @@ def run_ctt(json_output,directory,config,log_output):
"""
try:
Cam = Camera(json_output)
- Cam.log_user_input(json_output,directory,config,log_output)
+ Cam.log_user_input(json_output, directory, config, log_output)
Cam.disable = disable
Cam.plot = plot
- Cam.add_imgs(directory,mac_config,blacklevel)
+ Cam.add_imgs(directory, mac_config, blacklevel)
except FileNotFoundError:
raise ArgError('\n\nError: Input image directory not found!')
@@ -781,11 +781,11 @@ def run_ctt(json_output,directory,config,log_output):
Cam.json['rpi.black_level']['black_level'] = Cam.blacklevel_16
Cam.json_remove(disable)
print('\nSTARTING CALIBRATIONS')
- Cam.alsc_cal(luminance_strength,do_alsc_colour)
+ Cam.alsc_cal(luminance_strength, do_alsc_colour)
Cam.geq_cal()
Cam.lux_cal()
Cam.noise_cal()
- Cam.awb_cal(greyworld,do_alsc_colour)
+ Cam.awb_cal(greyworld, do_alsc_colour)
Cam.ccm_cal(do_alsc_colour)
print('\nFINISHED CALIBRATIONS')
Cam.write_json()
@@ -819,5 +819,5 @@ if __name__ == '__main__':
"""
parse input arguments
"""
- json_output,directory,config,log_output = parse_input()
- run_ctt(json_output,directory,config,log_output)
+ json_output, directory, config, log_output = parse_input()
+ run_ctt(json_output, directory, config, log_output)