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GitHub / anubhavshrimal / Attention-Beam-Image-Captioning

Image captioning using beam search heuristic on top of the encoder-decoder based architecture

JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/anubhavshrimal%2FAttention-Beam-Image-Captioning

Stars: 10
Forks: 5
Open Issues: 31

License: None
Language: Jupyter Notebook
Repo Size: 9.64 MB
Dependencies: 539

Created: over 4 years ago
Updated: over 1 year ago
Last pushed: over 1 year ago
Last synced: about 1 year ago

Topics: attention-network, beam-search, encoder-decoder, heuristic, image-caption-generator, image-captioning

Files

Readme

Dependencies

requirements.txt pypi

Babel ==2.6.0
Bottleneck ==1.2.1
Click ==7.0
Cython ==0.29.2
Flask ==1.0.2
Flask-Cors ==3.0.7
Jinja2 ==2.10
MarkupSafe ==1.1.0
Pillow ==5.3.0
Pillow-SIMD ==5.3.0.post0
PySocks ==1.6.8
PyWavelets ==1.0.1
PyYAML ==3.13
Pygments ==2.3.1
QtAwesome ==0.5.3
QtPy ==1.5.2
SQLAlchemy ==1.2.15
SecretStorage ==3.1.0
Send2Trash ==1.5.0
Sphinx ==1.8.2
Werkzeug ==0.14.1
XlsxWriter ==1.1.2
alabaster ==0.7.12
anaconda-client ==1.7.2
anaconda-navigator ==1.9.6
anaconda-project ==0.8.2
asn1crypto ==0.24.0
astroid ==2.1.0
astropy ==3.1
atomicwrites ==1.2.1
attrs ==18.2.0
backcall ==0.1.0
backports.os ==0.1.1
backports.shutil-get-terminal-size ==1.0.0
bcolz ==1.2.1
beautifulsoup4 ==4.6.3
bitarray ==0.8.3
bkcharts ==0.2
blaze ==0.11.3
bleach ==3.0.2
bokeh ==1.0.2
boto ==2.49.0
cachetools ==3.1.0
certifi ==2018.11.29
cffi ==1.11.5
chardet ==3.0.4
cloudpickle ==0.6.1
clyent ==1.2.2
colorama ==0.4.1
conda ==4.6.4
conda-build ==3.17.6
conda-verify ==3.1.1
contextlib2 ==0.5.5
cryptography ==2.4.2
cycler ==0.10.0
cymem ==2.0.2
cytoolz ==0.9.0.1
dask ==1.0.0
dataclasses ==0.6
datashape ==0.5.4
decorator ==4.3.0
defusedxml ==0.5.0
dill ==0.2.8.2
distributed ==1.25.1
docutils ==0.14
entrypoints ==0.2.3
enum34 ==1.1.6
et-xmlfile ==1.0.1
fastai ==1.0.45
fastcache ==1.0.2
fastprogress ==0.1.19
filelock ==3.0.10
future ==0.17.1
gevent ==1.3.7
glob2 ==0.6
gmpy2 ==2.0.8
google-api-core ==1.7.0
google-api-python-client ==1.7.8
google-auth ==1.6.3
google-auth-httplib2 ==0.0.3
google-cloud-bigquery ==1.9.0
google-cloud-core ==0.29.1
google-cloud-dataproc ==0.3.1
google-resumable-media ==0.3.2
googleapis-common-protos ==1.5.8
greenlet ==0.4.15
h5py ==2.8.0
heapdict ==1.0.0
html5lib ==1.0.1
httplib2 ==0.12.1
idna ==2.8
imageio ==2.4.1
imagesize ==1.1.0
importlib-metadata ==0.6
ipykernel ==5.1.0
ipython ==7.3.0
ipython-genutils ==0.2.0
ipython-sql ==0.3.9
ipywidgets ==7.4.2
isort ==4.3.4
itsdangerous ==1.1.0
jdcal ==1.4
jedi ==0.13.2
jeepney ==0.4
jsonschema ==2.6.0
jupyter ==1.0.0
jupyter-client ==5.2.4
jupyter-console ==6.0.0
jupyter-contrib-core ==0.3.3
jupyter-contrib-nbextensions ==0.5.1
jupyter-core ==4.4.0
jupyter-highlight-selected-word ==0.2.0
jupyter-http-over-ws ==0.0.3
jupyter-latex-envs ==1.4.6
jupyter-nbextensions-configurator ==0.4.1
jupyterlab ==0.35.4
jupyterlab-git ==0.5.0
jupyterlab-server ==0.2.0
keyring ==17.0.0
kiwisolver ==1.0.1
lazy-object-proxy ==1.3.1
libarchive-c ==2.8
lief ==0.9.0
llvmlite ==0.26.0
locket ==0.2.0
lxml ==4.2.5
matplotlib ==3.0.2
mccabe ==0.6.1
mistune ==0.8.4
mkl-fft ==1.0.6
mkl-random ==1.0.2
more-itertools ==4.3.0
mpmath ==1.1.0
msgpack ==0.5.6
msgpack-numpy ==0.4.3.2
multipledispatch ==0.6.0
murmurhash ==1.0.1
navigator-updater ==0.2.1
nb-conda ==2.2.1
nb-conda-kernels ==2.2.0
nbconvert ==5.4.1
nbformat ==4.4.0
nbpresent ==3.0.2
networkx ==2.2
nltk ==3.4
nose ==1.3.7
notebook ==5.7.4
numba ==0.41.0
numexpr ==2.6.8
numpy ==1.15.4
numpydoc ==0.8.0
odo ==0.5.1
olefile ==0.46
opencv-python ==4.0.0.21
openpyxl ==2.5.12
packaging ==18.0
pandas ==0.23.4
pandocfilters ==1.4.2
parso ==0.3.4
partd ==0.3.9
path.py ==11.5.0
pathlib2 ==2.3.3
patsy ==0.5.1
pep8 ==1.7.1
pexpect ==4.6.0
pickleshare ==0.7.5
pkginfo ==1.4.2
plac ==0.9.6
pluggy ==0.8.0
ply ==3.11
preshed ==2.0.1
prettytable ==0.7.2
prometheus-client ==0.5.0
prompt-toolkit ==2.0.9
protobuf ==3.6.1
psutil ==5.4.8
ptyprocess ==0.6.0
py ==1.7.0
pyOpenSSL ==18.0.0
pyarrow ==0.12.0
pyasn1 ==0.4.5
pyasn1-modules ==0.2.4
pycocotools ==2.0
pycodestyle ==2.4.0
pycosat ==0.6.3
pycparser ==2.19
pycrypto ==2.6.1
pycurl ==7.43.0.2
pyflakes ==2.0.0
pylint ==2.2.2
pyodbc ==4.0.25
pyparsing ==2.3.0
pytest ==4.0.2
pytest-arraydiff ==0.3
pytest-astropy ==0.5.0
pytest-doctestplus ==0.2.0
pytest-openfiles ==0.3.1
pytest-remotedata ==0.3.1
python-dateutil ==2.8.0
pytz ==2018.7
pyzmq ==17.1.2
qtconsole ==4.4.3
regex ==2018.1.10
requests ==2.21.0
rope ==0.11.0
rsa ==4.0
ruamel-yaml ==0.15.46
scikit-image ==0.14.1
scikit-learn ==0.20.1
scipy ==1.1.0
seaborn ==0.9.0
simplegeneric ==0.8.1
singledispatch ==3.4.0.3
six ==1.12.0
snowballstemmer ==1.2.1
sortedcollections ==1.0.1
sortedcontainers ==2.1.0
spacy ==2.0.18
sphinxcontrib-websupport ==1.1.0
spyder ==3.3.2
spyder-kernels ==0.3.0
sqlparse ==0.2.4
statsmodels ==0.9.0
sympy ==1.3
tables ==3.4.4
tblib ==1.3.2
terminado ==0.8.1
testpath ==0.4.2
thinc ==6.12.1
toolz ==0.9.0
torch ==1.0.1.post2
torchvision ==0.2.1
tornado ==5.1.1
tqdm ==4.28.1
traitlets ==4.3.2
typing ==3.6.4
ujson ==1.35
unicodecsv ==0.14.1
uritemplate ==3.0.0
urllib3 ==1.24.1
wcwidth ==0.1.7
webencodings ==0.5.1
widgetsnbextension ==3.4.2
wrapt ==1.10.11
wurlitzer ==1.0.2
xlrd ==1.2.0
xlwt ==1.3.0
zict ==0.1.3

environment.yml conda

_ipyw_jlab_nb_ext_conf 0.1.0
alabaster 0.7.12
anaconda 2018.12
anaconda-client 1.7.2
anaconda-navigator 1.9.6
anaconda-project 0.8.2
asn1crypto 0.24.0
astroid 2.1.0
astropy 3.1
atomicwrites 1.2.1
attrs 18.2.0
babel 2.6.0
backcall 0.1.0
backports 1.0
backports.os 0.1.1
backports.shutil_get_terminal_size 1.0.0
beautifulsoup4 4.6.3
bitarray 0.8.3
bkcharts 0.2
blas 1.0
blaze 0.11.3
bleach 3.0.2
blosc 1.14.4
bokeh 1.0.2
boto 2.49.0
bottleneck 1.2.1
bzip2 1.0.6
ca-certificates 2018.03.07
cairo 1.14.12
certifi 2018.11.29
cffi 1.11.5
chardet 3.0.4
click 7.0
cloudpickle 0.6.1
clyent 1.2.2
colorama 0.4.1
conda 4.6.4
conda-build 3.17.6
conda-env 2.6.0
conda-verify 3.1.1
contextlib2 0.5.5
cryptography 2.4.2
cudatoolkit 10.0.130
curl 7.63.0
cycler 0.10.0
cymem 2.0.2
cython 0.29.2
cytoolz 0.9.0.1
dask 1.0.0
dask-core 1.0.0
dataclasses 0.6
datashape 0.5.4
dbus 1.13.2
decorator 4.3.0
defusedxml 0.5.0
dill 0.2.8.2
distributed 1.25.1
docutils 0.14
entrypoints 0.2.3
et_xmlfile 1.0.1
expat 2.2.6
fastai 1.0.45
fastcache 1.0.2
fastprogress 0.1.19
filelock 3.0.10
flask 1.0.2
flask-cors 3.0.7
fontconfig 2.13.0
freetype 2.9.1
fribidi 1.0.5
future 0.17.1
get_terminal_size 1.0.0
gevent 1.3.7
glib 2.56.2
glob2 0.6
gmp 6.1.2
gmpy2 2.0.8
graphite2 1.3.12
greenlet 0.4.15
gst-plugins-base 1.14.0
gstreamer 1.14.0
h5py 2.8.0
harfbuzz 1.8.8
hdf5 1.10.2
heapdict 1.0.0
html5lib 1.0.1
icu 58.2
idna 2.8
imageio 2.4.1
imagesize 1.1.0
importlib_metadata 0.6
intel-openmp 2019.1
ipykernel 5.1.0
ipython_genutils 0.2.0
ipywidgets 7.4.2
isort 4.3.4
itsdangerous 1.1.0
jbig 2.1
jdcal 1.4
jedi 0.13.2
jeepney 0.4
jinja2 2.10
jpeg 9b
jsonschema 2.6.0
jupyter 1.0.0
jupyter_client 5.2.4
jupyter_console 6.0.0
jupyter_core 4.4.0
jupyterlab_server 0.2.0
keyring 17.0.0
kiwisolver 1.0.1
krb5 1.16.1
lazy-object-proxy 1.3.1
libarchive 3.3.3
libcurl 7.63.0
libedit 3.1.20170329
libffi 3.2.1
libgcc-ng 8.2.0
libgfortran-ng 7.3.0
liblief 0.9.0
libpng 1.6.35
libsodium 1.0.16
libssh2 1.8.0
libstdcxx-ng 8.2.0
libtiff 4.0.9
libtool 2.4.6
libuuid 1.0.3
libxcb 1.13
libxml2 2.9.8
libxslt 1.1.32
llvmlite 0.26.0
locket 0.2.0
lxml 4.2.5
lz4-c 1.8.1.2
lzo 2.10
markupsafe 1.1.0
matplotlib 3.0.2
mccabe 0.6.1
mistune 0.8.4
mkl 2019.1
mkl-service 1.1.2
mkl_fft 1.0.6
mkl_random 1.0.2
more-itertools 4.3.0
mpc 1.1.0
mpfr 4.0.1
mpmath 1.1.0
msgpack-numpy 0.4.3.2
msgpack-python 0.5.6
multipledispatch 0.6.0
murmurhash 1.0.1
navigator-updater 0.2.1
nb_conda 2.2.1
nb_conda_kernels 2.2.0
nbformat 4.4.0
nbpresent 3.0.2
ncurses 6.1
networkx 2.2
ninja 1.8.2
nltk 3.4
nose 1.3.7
notebook 5.7.4
numba 0.41.0
numexpr 2.6.8
numpy 1.15.4
numpy-base 1.15.4
numpydoc 0.8.0
nvidia-ml-py3 7.352.0
odo 0.5.1
olefile 0.46
openpyxl 2.5.12
openssl 1.1.1a
packaging 18.0
pandas 0.23.4
pandoc 1.19.2.1
pandocfilters 1.4.2
pango 1.42.4
partd 0.3.9
patchelf 0.9
path.py 11.5.0
pathlib2 2.3.3
patsy 0.5.1
pcre 8.42
pep8 1.7.1
pexpect 4.6.0
pickleshare 0.7.5
pillow 5.3.0
pip 18.1
pixman 0.34.0
pkginfo 1.4.2
plac 0.9.6
pluggy 0.8.0
ply 3.11
preshed 2.0.1
prometheus_client 0.5.0
psutil 5.4.8
ptyprocess 0.6.0
py 1.7.0
py-lief 0.9.0
pycodestyle 2.4.0
pycosat 0.6.3
pycparser 2.19
pycrypto 2.6.1
pycurl 7.43.0.2
pyflakes 2.0.0
pygments 2.3.1
pylint 2.2.2
pyodbc 4.0.25
pyopenssl 18.0.0
pyparsing 2.3.0
pyqt 5.9.2
pysocks 1.6.8
pytables 3.4.4
pytest 4.0.2
pytest-arraydiff 0.3
pytest-astropy 0.5.0
pytest-doctestplus 0.2.0
pytest-openfiles 0.3.1
pytest-remotedata 0.3.1
python 3.7.1
python-libarchive-c 2.8
pytorch 1.0.1
pytz 2018.7
pywavelets 1.0.1
pyyaml 3.13
pyzmq 17.1.2
qt 5.9.7
qtawesome 0.5.3
qtconsole 4.4.3
qtpy 1.5.2
readline 7.0
regex 2018.01.10
requests 2.21.0
rope 0.11.0
ruamel_yaml 0.15.46
scikit-image 0.14.1
scikit-learn 0.20.1
scipy 1.1.0
seaborn 0.9.0
secretstorage 3.1.0
send2trash 1.5.0
setuptools 40.6.3
simplegeneric 0.8.1
singledispatch 3.4.0.3
sip 4.19.8
six 1.12.0
snappy 1.1.7
snowballstemmer 1.2.1
sortedcollections 1.0.1
sortedcontainers 2.1.0
spacy 2.0.18
sphinx 1.8.2
sphinxcontrib 1.0
sphinxcontrib-websupport 1.1.0
spyder 3.3.2
spyder-kernels 0.3.0
sqlalchemy 1.2.15
sqlite 3.26.0
statsmodels 0.9.0
sympy 1.3
tblib 1.3.2
terminado 0.8.1
testpath 0.4.2
thinc 6.12.1
tk 8.6.8
toolz 0.9.0
torchvision 0.2.1
tornado 5.1.1
tqdm 4.28.1
traitlets 4.3.2
typing 3.6.4
ujson 1.35
unicodecsv 0.14.1
unixodbc 2.3.7
urllib3 1.24.1
wcwidth 0.1.7
webencodings 0.5.1
werkzeug 0.14.1
wheel 0.32.3
widgetsnbextension 3.4.2
wrapt 1.10.11
wurlitzer 1.0.2
xlrd 1.2.0
xlsxwriter 1.1.2
xlwt 1.3.0
xz 5.2.4
yaml 0.1.7
zeromq 4.2.5
zict 0.1.3
zlib 1.2.11
zstd 1.3.7