def svm_glassy_hog_entry(gpath):
elmlist = gcom_glassylist(gpath)
for elm in elmlist:
if svm_hog_is_svm_aviable(gpath,elm) ==False:
continue
svm_hog_elm_train(gpath,elm)
def smfex_create_hog_filelist(gpath):
a = gcom_glassylist(gpath)
for elm in a:
gcom_svm_filelist(gpath, elm)
print elm, '.....'
def ttext_redis_load(r, ttpath):
glassylist = gcom_glassylist(ttpath)
for i in range(1, 5):
r.delete('%s_%d' % (set_ttext_pfix, i))
for text in glassylist:
textlen = len(text)
if textlen > 4:
continue
text_set = '%s_%d' % (set_ttext_pfix, textlen)
r.sadd(text_set, text)
subpath = '%s%s\\' % (ttpath, text)
ttext_addto_redis(subpath, text, r)
textfilelist = gcom_getfilelist(subpath)
htablename = 'h_%s_title' % (text)
#先删除
r.delete(htablename)
print htablename
for txfile in textfilelist:
ttext_title_addto_redis(subpath, txfile, r, htablename)
def tup_png_elms(r, srcpath, dstpath):
elmlist = gcom_glassylist(srcpath)
for elm in elmlist:
print elm
tup_png_elm(r, srcpath, elm, dstpath)
def smfex_test_glassy_Entry(gpath, fextype):
elmlist = gcom_glassylist(gpath)
for elm in elmlist:
if smfex_is_avisiable(gpath, elm, fextype, 1) == False:
continue
smfex_svm_elm(gpath, elm, fextype)
break
def smfex_train_glassy_Entry(gpath):
elmlist = gcom_glassylist(gpath)
for elm in elmlist:
for fextype in g_svm_fex_list:
if smfex_is_avisiable(gpath, elm, fextype, 1) == False:
continue
smfex_elm_train_find_opt(gpath, elm, fextype)
def hog_svm_create_filelist(gpath):
a = gcom_glassylist(gpath);
for elm in a:
gcom_svm_filelist(gpath,elm)
print elm ,'filish ....'
def hog_svm_create_hog(gpath):
a = gcom_glassylist(gpath);
for elm in a:
if svm_hog_is_svm_aviable(gpath,elm) ==False:
continue
hog_create_hog_elm(gpath,elm)
print elm ,'filish ....'
def tool_match_text(patha,pathb):
aelmlist = gcom_glassylist(patha)
belmlist = gcom_glassylist(pathb)
for a in aelmlist:
if a in belmlist :
num = gcom_getfilelist(os.path.join(pathb,a))
print a, len(num)
else :
print ' ..... ',a
cpath = os.path.join('E:\\picdog\\glassy',a)
if os.path.isdir(cpath) ==False:
continue
cfilelist = gcom_getfilelist(cpath)
for cfl in cfilelist:
baidu_rg_singleimage(cpath,cfl)
def fex_redis_load(r, gpath):
glassylist = gcom_glassylist(gpath)
fex_update_glassylist(glassylist, r)
for elm in glassylist:
for key in statfexture:
fexstat_addto_redis('%s%s\\' % (gpath, elm), elm, r, key,
statfexture[key])
for key in basefexture:
fexbase_addto_redis('%s%s\\' % (gpath, elm), elm, r, key,
basefexture[key])
def smfex_create_vector(gpath, fextype):
a = gcom_glassylist(gpath)
for elm in a:
if smfex_is_avisiable(gpath, elm, fextype, 0) == False:
continue
print elm, fextype, '.....'
if cmp(fextype, svm_fex_hog) == 0:
smfex_create_elm_hog(gpath, elm)
else:
gcom_svm_fexture_vector(gpath, elm, fextype)
def rgim_search_inAllElm(r, fname, simage_fexture, tagflag, excuelms):
pointst = time.clock()
glassylist = gcom_glassylist(gl_glassy_entry_path)
negaflag = np.zeros(8, 'int8')
minphash = 64 + np.zeros(8, 'int')
mphashelm = [''] * 8
for elm in glassylist:
bconflag = 0
for telm in excuelms:
if cmp(elm, telm) == 0:
bconflag = 1
break
if bconflag == 1:
continue
elmfexture = fex_read_elm(r, elm)
for i in range(8):
if tagflag[i] == 1 and negaflag[i] == 0:
key = '%d' % (i + 1)
opt = rgim_Afile_Cut_in_elm(
simage_fexture[key], elm,
elmfexture) # 调用精简版的api 函数只 计算phash
if minphash[i] > opt[fex_phash][vector_opt]:
minphash[i] = opt[fex_phash][vector_opt]
mphashelm[i] = elm
if rgim_phash_makesure(opt[fex_phash][vector_opt]): #### 重要参数
negaflag[i] = 1 # 该图像可以被排除，其它类别中有该图片的更合适的匹配
gcom_log_pscode_rg(
fname, elm, key + ' should be more like *************')
break
pointgap = time.clock() - pointst
print 'time gap .....', pointgap
gcom_log_pscode_rg(
fname, '', mphashelm[0] + mphashelm[1] + mphashelm[2] + mphashelm[3] +
mphashelm[4] + mphashelm[5] + mphashelm[6] + mphashelm[7])
return [negaflag, minphash]