************************************************** *************** CREATING SAMPLES ***************** ************************************************** Object : D:/PROJECTS/Python/car-number-plate-detection-haarcascade-training Fixing file names in negative images folder. Fixing file names in positive images folder. Creating negative list D:/PROJECTS/Python/car-number-plate-detection-haarcascade-training/neg.lst Creating positive list D:/PROJECTS/Python/car-number-plate-detection-haarcascade-training/pos.lst Running : opencv_createsamples Info file name: D:\PROJECTS\Python\car-number-plate-detection-haarcascade-training\pos.lst Img file name: (NULL) Vec file name: D:\PROJECTS\Python\car-number-plate-detection-haarcascade-training\pos_samples.vec BG file name: (NULL) Num: 145 BG color: 0 BG threshold: 80 Invert: FALSE Max intensity deviation: 40 Max x angle: 1.1 Max y angle: 1.1 Max z angle: 0.5 Show samples: FALSE Width: 25 Height: 50 Max Scale: -1 Create training samples from images collection... Done. Created 145 samples ************************************************** ************* TRAINING CLASSIFIER **************** ************************************************** Running : opencv_traincascade PARAMETERS: cascadeDirName: D:\PROJECTS\Python\car-number-plate-detection-haarcascade-training\classifier vecFileName: D:\PROJECTS\Python\car-number-plate-detection-haarcascade-training\pos_samples.vec bgFileName: D:\PROJECTS\Python\car-number-plate-detection-haarcascade-training\neg.lst numPos: 145 numNeg: 1000 numStages: 20 precalcValBufSize[Mb] : 1024 precalcIdxBufSize[Mb] : 1024 acceptanceRatioBreakValue : -1 stageType: BOOST featureType: HAAR sampleWidth: 25 sampleHeight: 50 boostType: GAB minHitRate: 0.995 maxFalseAlarmRate: 0.5 weightTrimRate: 0.95 maxDepth: 1 maxWeakCount: 100 mode: BASIC Number of unique features given windowSize [25,50] : 759625 ===== TRAINING 0-stage ===== Training until now has taken 0 days 0 hours 1 minutes 3 seconds. ===== TRAINING 1-stage ===== Training until now has taken 0 days 0 hours 2 minutes 40 seconds. ===== TRAINING 2-stage ===== Training until now has taken 0 days 0 hours 4 minutes 35 seconds. ===== TRAINING 3-stage ===== Training until now has taken 0 days 0 hours 6 minutes 16 seconds. ===== TRAINING 4-stage ===== Training until now has taken 0 days 0 hours 8 minutes 17 seconds. ===== TRAINING 5-stage ===== Training until now has taken 0 days 0 hours 10 minutes 7 seconds. ===== TRAINING 6-stage ===== Training until now has taken 0 days 0 hours 12 minutes 1 seconds. ===== TRAINING 7-stage ===== Training until now has taken 0 days 0 hours 13 minutes 54 seconds. ===== TRAINING 8-stage ===== Training until now has taken 0 days 0 hours 15 minutes 36 seconds. ===== TRAINING 9-stage ===== Training until now has taken 0 days 0 hours 17 minutes 25 seconds. ===== TRAINING 10-stage ===== Training until now has taken 0 days 0 hours 19 minutes 55 seconds. ===== TRAINING 11-stage ===== Training until now has taken 0 days 0 hours 23 minutes 38 seconds. ===== TRAINING 12-stage ===== Training until now has taken 0 days 0 hours 28 minutes 45 seconds. ===== TRAINING 13-stage ===== Training until now has taken 0 days 0 hours 36 minutes 48 seconds. ===== TRAINING 14-stage ===== Training until now has taken 0 days 0 hours 48 minutes 47 seconds. ===== TRAINING 15-stage ===== Training until now has taken 0 days 1 hours 13 minutes 14 seconds. ===== TRAINING 16-stage ===== Training until now has taken 0 days 1 hours 59 minutes 38 seconds. ===== TRAINING 17-stage =====