From 88b3fc5fb6647403153c711cda9b155ab74cb8b2 Mon Sep 17 00:00:00 2001 From: jackyu <455501914@qq.com> Date: Wed, 11 Oct 2017 10:49:47 +0800 Subject: [PATCH] improve the acccuracy to 81.75%(0-error) 94.1%(1-error) --- hyperlpr/finemapping_vertical.py | 71 +++++++++++++++++++++++++++---- model/model12.h5 | Bin 60776 -> 70656 bytes 2 files changed, 63 insertions(+), 8 deletions(-) diff --git a/hyperlpr/finemapping_vertical.py b/hyperlpr/finemapping_vertical.py index f789b90..1d6eeb6 100644 --- a/hyperlpr/finemapping_vertical.py +++ b/hyperlpr/finemapping_vertical.py @@ -8,30 +8,85 @@ import numpy as np import cv2 def getModel(): - input = Input(shape=[12, 50, 3]) # change this shape to [None,None,3] to enable arbitraty shape input + input = Input(shape=[16, 66, 3]) # change this shape to [None,None,3] to enable arbitraty shape input x = Conv2D(10, (3, 3), strides=1, padding='valid', name='conv1')(input) - x = PReLU(shared_axes=[1, 2], name='prelu1')(x) + x = Activation("relu", name='relu1')(x) x = MaxPool2D(pool_size=2)(x) x = Conv2D(16, (3, 3), strides=1, padding='valid', name='conv2')(x) - x = PReLU(shared_axes=[1, 2], name='prelu2')(x) + x = Activation("relu", name='relu2')(x) x = Conv2D(32, (3, 3), strides=1, padding='valid', name='conv3')(x) - x = PReLU(shared_axes=[1, 2], name='prelu3')(x) + x = Activation("relu", name='relu3')(x) x = Flatten()(x) - output = Dense(2)(x) - output = PReLU(name='prelu4')(output) + output = Dense(2,name = "dense")(x) + output = Activation("relu", name='relu4')(output) model = Model([input], [output]) return model + + model = getModel() model.load_weights("./model/model12.h5") +def getmodel(): + return model + +def gettest_model(): + input = Input(shape=[16, 66, 3]) # change this shape to [None,None,3] to enable arbitraty shape input + A = Conv2D(10, (3, 3), strides=1, padding='valid', name='conv1')(input) + B = Activation("relu", name='relu1')(A) + C = MaxPool2D(pool_size=2)(B) + x = Conv2D(16, (3, 3), strides=1, padding='valid', name='conv2')(C) + x = Activation("relu", name='relu2')(x) + x = Conv2D(32, (3, 3), strides=1, padding='valid', name='conv3')(x) + K = Activation("relu", name='relu3')(x) + + + x = Flatten()(K) + dense = Dense(2,name = "dense")(x) + output = Activation("relu", name='relu4')(dense) + x = Model([input], [output]) + x.load_weights("./model/model12.h5") + ok = Model([input], [dense]) + + for layer in ok.layers: + print layer + + return ok + + + + def finemappingVertical(image): - resized = cv2.resize(image,(50,12)) + resized = cv2.resize(image,(66,16)) resized = resized.astype(np.float)/255 res= model.predict(np.array([resized]))[0] + print "keras_predict",res res =res*image.shape[1] res = res.astype(np.int) - image = image[0:35,res[0]+4:res[1]] + H,T = res + H-=3 + #3 79.86 + #4 79.3 + #5 79.5 + #6 78.3 + + + #T + #T+1 80.9 + #T+2 81.75 + #T+3 81.75 + + + + if H<0: + H=0 + T+=2; + + if T>= image.shape[1]-1: + T= image.shape[1]-1 + + image = image[0:35,H:T+2] + image = 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