From a507d93fb4d5ecdaa01521e6ba5b75c188a3ad2f Mon Sep 17 00:00:00 2001 From: Linux User Date: Thu, 12 Dec 2013 19:28:29 -0800 Subject: [PATCH 1/3] Remove thumbs.db, unsupervised stubs --- monkey/helpers/static_helper.py | 14 +++++++++++--- monkey/static.py | 12 ++++-------- static/cell/targets/F_N676041.jpg | Bin 43958 -> 0 bytes static/cell/targets/F_N815014.jpg | Bin 26369 -> 0 bytes 4 files changed, 15 insertions(+), 11 deletions(-) delete mode 100644 static/cell/targets/F_N676041.jpg delete mode 100644 static/cell/targets/F_N815014.jpg diff --git a/monkey/helpers/static_helper.py b/monkey/helpers/static_helper.py index 0e2f0a0..d7a3249 100644 --- a/monkey/helpers/static_helper.py +++ b/monkey/helpers/static_helper.py @@ -17,10 +17,12 @@ def __init__(self, path, prototypes, delta, window, layer="C2"): self.exp.extractor.model = glimpse.models.MakeModel() self.layer = layer self.pool = glimpse.pools.MakePool() + self.results = [] + self.helper = cell_helper.CellHelper(self.path, self.delta) def imprint(self): - helper = cell_helper.CellHelper(self.path, self.delta) - helper_prototypes = numpy.concatenate([helper.imprint()]) + + helper_prototypes = numpy.concatenate([self.helper.imprint()]) if self.window is not None: self.prototypes = self.prototypes[self.delta:] @@ -38,4 +40,10 @@ def imprint(self): results = glimpse.experiment.GetEvaluationResults(self.exp).score print "RESULTS:" print results - return new_prototypes, results + self.prototypes = new_prototypes + self.results.append(results) + + def step(self): + self.helper.get_next_images() + self.imprint() + diff --git a/monkey/static.py b/monkey/static.py index 3191d84..40bb7e9 100644 --- a/monkey/static.py +++ b/monkey/static.py @@ -19,15 +19,11 @@ def __init__(self, window=None, delta=2, percent=50): glimpse.experiment.GetNumPrototypes(self.exp))] def run(self, times): + helper = monkey.helpers.static_helper.StaticHelper("static", self.prototypes, self.delta, self.window) for x in xrange(times): - self.step() - print self.results - print "AVERAGE: {0}".format(sum(self.results)/len(self.results)) + helper.step() + print helper.results + print "AVERAGE: {0}".format(sum(helper.results)/len(helper.results)) - def step(self): - self.corpus.get_next_images() - self.prototype, test_results = monkey.helpers.static_helper.StaticHelper( - "static", self.prototypes, self.delta, self.window).imprint() - self.results.append(test_results) diff --git a/static/cell/targets/F_N676041.jpg b/static/cell/targets/F_N676041.jpg deleted file mode 100644 index f0610ed20a3f64c9ad77d80b88fe0fb1688a8999..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 43958 zcmbrmdsq`!_b(ocEmf=WjyD*s7p$n%3Zh&xwY-W*F)AnuLTafZAm&v-xrEGXQSk<; zQpAD~5di@qA~)qW$}K9z2myj1#1J9G5R;G#lVmdaZQ8!S?|IH&=Q#%+o(CqGJ$tXc z)@OazXRl!HHNPj#-o4XvCuzzQ5@`zfCYk$5?%=Qgx39@T{@+FbcblJ)=6pFhCyOax zlRld>#bVABb2AA7^Zfkpu}S}YP5I1X>gQiremQOW4Dg1^*`&{=SXg{E)#CHdr%na$ 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zBoothG^eElrnAGGK9;WIUD+kYf{CsVbSPsFYT}G5b<%nqWXccyWML0xa#7NjleMbT zj&a350{+SLD!tUM9a|+zZINe%{0j8}cHb)f3<)-8_XnD)aA4z5WJxVjBD5C zk?xs3Re~~aC5t4^5j-aQv9n_Dxaqdt4Fi=R7Zv6|M=j+%2iO*VK-^PJSJx(*1F2LH zMPBD6rVY8|FhO}1gZjkc>U1z+%eH)A+!MsueEi>zTFV&(*x>Q!?sU&6QY2lfHvRBE zD->KLHDJ6IG6sccX;v&SKkJ1( z%pA=;)%PI%8gNi&0Sg=nOiLZj%gQ24>^*xnT{&{_?_|5J0lv^DFA*7QG=j+_y=YsA zQ;n^>?pv|%^=RCX7xyVx6;|%rmfqVNi~g6Qrk3f90 zO{R>JQpH)JFVWNVH)REFG|MW7o;q%AUBep6g13=D5-%vvA}$Z^TJkRPtpis>4KAs( zQ-DH(v2;onW*ZU1-8z29LuFxM`jX+=o`}W}nHQ58-)|cb5zAh?MHYj8w)?_WYnD8z zL{c@DV<>PlV>W3UP+RXVdTs_VCy`TxS@F1WNHH8o5yI!Lbx8c$dvx{Rf<@ ziRLtj1})2V?QD^Okl1bIwQp_)Ywr9^3h&oR?LFrie1?ng`qqrMlf@O6s>DHT$7)gB JCFSSg{|B2FLWckV From bf48e601c6a1f66598a2e6d43a328aa5185f1cc5 Mon Sep 17 00:00:00 2001 From: Linux User Date: Thu, 12 Dec 2013 20:12:35 -0800 Subject: [PATCH 2/3] Partial implementation of unsupervised --- monkey/helpers/cell_helper.py | 73 +++++++++++++++++++++++++++++++-- monkey/helpers/static_helper.py | 5 ++- monkey/static.py | 3 +- 3 files changed, 75 insertions(+), 6 deletions(-) diff --git a/monkey/helpers/cell_helper.py b/monkey/helpers/cell_helper.py index d2c7fca..a64118e 100644 --- a/monkey/helpers/cell_helper.py +++ b/monkey/helpers/cell_helper.py @@ -1,14 +1,17 @@ import os +import shutil import glimpse.experiment import glimpse.models class CellHelper(): - def __init__(self, path, count): + def __init__(self, path, count, corpus, add_count=1, init_count=2): self.path = path - self.count = count + self.count = count # number of S2s self.exp = glimpse.experiment.ExperimentData() - self.corpus = os.path.join(self.path, "cell") + self.image_path = corpus.imagedir + self.corpus = corpus + self.corpus_path = os.path.join(self.path, "cell") self.exp.extractor.model = glimpse.models.MakeModel() print self.corpus @@ -18,3 +21,67 @@ def imprint(self): return [glimpse.experiment.GetPrototype(self.exp, n) for n in range( glimpse.experiment.GetNumPrototypes(self.exp))] + def get_next_images(self): + self.reset_cell() + self.populate_cell() + self.categorize_images() + while not self.cell_check(): + self.add_images() + self.categorize_images() + + def reset_cell(self): + try: + shutil.rmtree(self.celldir) + except Exception: + pass + + try: + os.makedirs(self.celldir) + for s in self.corpus.subdirs: + path = os.path.join(self.celldir, s) os.makedirs(path) + + except Exception: + print "Could not create folder" + + def cell_check(self): + try: + for s in self.corpus.subdirs: + if os.listdir(os.path.join(self.corpus_path, s)) < self.img_count: + return False + except Exception: + # What a failure. + return False + + return True + + def populate_cell(self): + self.add_images(self.init_count) + + def categorize_images(self): + self.setup_temp() + categories = get_categories() + for s in self.corpus.subdirs: + folder = os.path.join(self.corpus_path, s) + for image in os.listdir(folder): + fullpath = os.path.join(folder, image) + category = categories[image] + target = os.path.join(self.temp_path, category) + shutil.copy(fullpath, target) + + self.reset_cell() + + for s in self.corpus.subdirs: + folder = os.path.join(self.temp_path, s) + for image in os.listdir(folder): + fullpath = os.path.join(folder, image) + target = os.path.join(self.celldir, s) + shutil.copy(fullpath, target) + + def add_images(self, count=self.add_count): + for n in xrange(count): + name = random.choice(self.corpus.subdirs) + folder = os.path.join(corpus.imagedir, name) + item = random.choice(os.listdir(folder)) # MAKE UNUSED + fullpath = os.path.join(folder, item) + target = os.path.join(self.corpus, name) + shutil.copy(fullpath, target) diff --git a/monkey/helpers/static_helper.py b/monkey/helpers/static_helper.py index d7a3249..e0091db 100644 --- a/monkey/helpers/static_helper.py +++ b/monkey/helpers/static_helper.py @@ -7,18 +7,19 @@ class StaticHelper(): - def __init__(self, path, prototypes, delta, window, layer="C2"): + def __init__(self, path, prototypes, delta, window, corpus_obj, layer="C2"): self.path = path self.prototypes = numpy.concatenate(prototypes) self.delta = delta self.window = window self.exp = glimpse.experiment.ExperimentData() + self.corpus_obj = corpus_obj self.corpus = os.path.join(self.path, "data") self.exp.extractor.model = glimpse.models.MakeModel() self.layer = layer self.pool = glimpse.pools.MakePool() self.results = [] - self.helper = cell_helper.CellHelper(self.path, self.delta) + self.helper = cell_helper.CellHelper(self.path, self.delta, self.corpus_obj) def imprint(self): diff --git a/monkey/static.py b/monkey/static.py index 40bb7e9..858b513 100644 --- a/monkey/static.py +++ b/monkey/static.py @@ -19,7 +19,8 @@ def __init__(self, window=None, delta=2, percent=50): glimpse.experiment.GetNumPrototypes(self.exp))] def run(self, times): - helper = monkey.helpers.static_helper.StaticHelper("static", self.prototypes, self.delta, self.window) + helper = monkey.helpers.static_helper.StaticHelper("static", self.prototypes, self.delta, + self.window, self.corpus) for x in xrange(times): helper.step() print helper.results From 84ead8b9c0e1063e95c40cfffc7e134087f94d61 Mon Sep 17 00:00:00 2001 From: Linux User Date: Thu, 12 Dec 2013 20:28:26 -0800 Subject: [PATCH 3/3] Make messy code --- monkey/helpers/cell_helper.py | 47 +++++++++++++++++++++++++++++----- static/cell/targets | Bin 0 -> 34189 bytes 2 files changed, 40 insertions(+), 7 deletions(-) create mode 100644 static/cell/targets diff --git a/monkey/helpers/cell_helper.py b/monkey/helpers/cell_helper.py index a64118e..8a22696 100644 --- a/monkey/helpers/cell_helper.py +++ b/monkey/helpers/cell_helper.py @@ -1,11 +1,12 @@ import os import shutil +import random import glimpse.experiment import glimpse.models -class CellHelper(): +class CellHelper(): # TODO - adapt for hybrid (un)superv. - def __init__(self, path, count, corpus, add_count=1, init_count=2): + def __init__(self, path, count, corpus, add_count=1, init_count=2, prototypes=None, layer="C2"): self.path = path self.count = count # number of S2s self.exp = glimpse.experiment.ExperimentData() @@ -13,6 +14,16 @@ def __init__(self, path, count, corpus, add_count=1, init_count=2): self.corpus = corpus self.corpus_path = os.path.join(self.path, "cell") self.exp.extractor.model = glimpse.models.MakeModel() + self.layer = layer + self.pool = glimpse.pools.MakePool() + self.add_count = add_count + self.init_count = init_count + self.prototypes = prototypes + if self.prototypes is not None: + self.supervised = False + else: + self.supervised = True + print self.corpus def imprint(self): @@ -21,7 +32,7 @@ def imprint(self): return [glimpse.experiment.GetPrototype(self.exp, n) for n in range( glimpse.experiment.GetNumPrototypes(self.exp))] - def get_next_images(self): + def get_next_images(self): # FIX TO SIMULATE FEED self.reset_cell() self.populate_cell() self.categorize_images() @@ -38,11 +49,27 @@ def reset_cell(self): try: os.makedirs(self.celldir) for s in self.corpus.subdirs: - path = os.path.join(self.celldir, s) os.makedirs(path) + path = os.path.join(self.celldir, s) + os.makedirs(path) except Exception: print "Could not create folder" + def setup_temp(self): # fix this to above + try: + shutil.rmtree(self.temp_path) + except Exception: + pass + + try: + os.makedirs(self.temp_path) + for s in self.corpus.subdirs: + path = os.path.join(self.temp_path, s) + os.makedirs(path) + except Exception: + print "Failure in setup_temp" + + def cell_check(self): try: for s in self.corpus.subdirs: @@ -77,11 +104,17 @@ def categorize_images(self): target = os.path.join(self.celldir, s) shutil.copy(fullpath, target) - def add_images(self, count=self.add_count): + def add_images(self, count=None): + if count is None: + count = self.add_count for n in xrange(count): name = random.choice(self.corpus.subdirs) - folder = os.path.join(corpus.imagedir, name) + folder = os.path.join(self.corpus.imagedir, name) item = random.choice(os.listdir(folder)) # MAKE UNUSED fullpath = os.path.join(folder, item) - target = os.path.join(self.corpus, name) + target = os.path.join(self.corpus_path, name) shutil.copy(fullpath, target) + + def get_categories(self): + self.imprint() + diff --git a/static/cell/targets b/static/cell/targets new file mode 100644 index 0000000000000000000000000000000000000000..9d098d1a472ca1dbc1c82c8b388e56152579d7b6 GIT binary patch literal 34189 zcmbrmc~}$o_ck1>mRbwc-J+7VSaDCSAj*=d`cTi(nBEc7y-=zx$fG$^YFQz;9b#5Egti^G>s8eM$IW z!K~Q}W?7mEMDU(-|GhWizhARHm_29ihgKiW`*=RMfb%KggITj@e=ukE+_`h+fUD`? z=Y%;6<}UnV%gzrM9SXJjGIsGdXK&_y!dkC!f6{+ZoZYaG|E zTkqt&&1L%z*WLfwv)A*xefxcn9QE@*c03^LrxPc`BO;^X;uB6MCMBnw|MkMf^h=ko z{C?|?+jlbV-phQL_h)`V;iIDBCzVy4>YAs|Y8#uHTUxoVUjNm_@9q%@d;9u_B+}uL zQQ4S$Ts@`H>h#kFqiN<`Gw1xDuYV8r|2o$KaIO#L%$YsMYUW(CK1c+AW-pjC_lqqb zF5G#@Dl~S{m*1TIXz{L_xfL(xIcz4zc(qsk-IVPO%!l{cE-l-*lz7<_^sTueT6hK|{CDM?2bA z#E50)p2C$u7DCY&-@{(8Tt*Ji^I1gJvYM&rct_*VPF5~1KI77)bHtd9ji^O z$jri1y}1@bpiVAF+ryKaL{rYBtP#d&5F@8aJ^Ag51q0qolgJhV#z?Xd+^_g>Y$2Pt}@ 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