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GitHub / loveleen-amar / Object-Detection-API

This project introduces an API for object detection. The server will do all the heavy work for the client even if client has low-end system. This API can be used by anyone for the object detection task freely. An image clicked/selected by the client will be sent to the API end-point in specific format and then API would do the object detection task and send back the object detected image. The received image will be obtained by the client with different objects classified within that image. YOLO v3.0 algorithm is used in the backend that would perform the object detection task.

JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/loveleen-amar%2FObject-Detection-API

Stars: 0
Forks: 2
Open Issues: 25

License: mit
Language: Python
Repo Size: 3.43 MB
Dependencies: 249

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

Files

Readme

Dependencies

ObjectDetector/app/build.gradle maven

androidx.appcompat:appcompat 1.0.2 implementation
androidx.constraintlayout:constraintlayout 1.1.3 implementation
com.squareup.retrofit2:converter-gson 2.4.0 implementation
com.squareup.retrofit2:retrofit 2.4.0 implementation
junit:junit 4.12 testImplementation

API-Backend_Django/requirements.txt pypi

Babel ==2.7.0
Bottleneck ==1.2.1
Click ==7.0
Cython ==0.29.13
Django ==3.0.5
Flask ==1.1.1
HeapDict ==1.0.1
Jinja2 ==2.10.3
Keras-Applications ==1.0.8
Keras-Preprocessing ==1.1.0
Markdown ==3.2.1
MarkupSafe ==1.1.1
Pillow ==6.2.0
PySocks ==1.7.1
PyWavelets ==1.0.3
PyYAML ==5.1.2
Pygments ==2.4.2
QtAwesome ==0.6.0
QtPy ==1.9.0
SQLAlchemy ==1.3.9
SecretStorage ==3.1.1
Send2Trash ==1.5.0
Sphinx ==2.2.0
Werkzeug ==0.16.0
XlsxWriter ==1.2.1
absl-py ==0.9.0
alabaster ==0.7.12
anaconda-client ==1.7.2
anaconda-navigator ==1.9.7
anaconda-project ==0.8.3
appdirs ==1.4.3
asgiref ==3.2.7
asn1crypto ==1.0.1
astor ==0.8.1
astroid ==2.3.1
astropy ==3.2.2
atomicwrites ==1.3.0
attrs ==19.2.0
backcall ==0.1.0
backports.functools-lru-cache ==1.5
backports.os ==0.1.1
backports.shutil-get-terminal-size ==1.0.0
backports.tempfile ==1.0
backports.weakref ==1.0.post1
beautifulsoup4 ==4.8.0
bitarray ==1.0.1
bkcharts ==0.2
bleach ==3.1.4
bokeh ==1.3.4
boto ==2.49.0
cachetools ==4.0.0
certifi ==2019.9.11
cffi ==1.12.3
chardet ==3.0.4
cloudpickle ==1.2.2
clyent ==1.2.2
colorama ==0.4.1
conda ==4.7.12
conda-build ==3.18.9
conda-package-handling ==1.6.0
conda-verify ==3.4.2
contextlib2 ==0.6.0
cryptography ==2.7
cycler ==0.10.0
cytoolz ==0.10.0
dask ==2.5.2
decorator ==4.4.0
defusedxml ==0.6.0
distlib ==0.3.0
distributed ==2.5.2
docutils ==0.15.2
entrypoints ==0.3
et-xmlfile ==1.0.1
fastcache ==1.1.0
filelock ==3.0.12
fsspec ==0.5.2
future ==0.17.1
gast ==0.2.2
gevent ==1.4.0
glob2 ==0.7
gmpy2 ==2.0.8
google-auth ==1.13.1
google-auth-oauthlib ==0.4.1
google-pasta ==0.2.0
greenlet ==0.4.15
grpcio ==1.28.1
h5py ==2.9.0
html5lib ==1.0.1
idna ==2.8
imageio ==2.6.0
imagesize ==1.1.0
importlib-metadata ==0.23
ipykernel ==5.1.2
ipython ==7.8.0
ipython-genutils ==0.2.0
ipywidgets ==7.5.1
isort ==4.3.21
itsdangerous ==1.1.0
jdcal ==1.4.1
jedi ==0.15.1
jeepney ==0.4.1
joblib ==0.13.2
json5 ==0.8.5
jsonschema ==3.0.2
jupyter ==1.0.0
jupyter-client ==5.3.3
jupyter-console ==6.0.0
jupyter-core ==4.5.0
jupyterlab ==1.1.4
jupyterlab-server ==1.0.6
keyring ==18.0.0
kiwisolver ==1.1.0
lazy-object-proxy ==1.4.2
libarchive-c ==2.8
lief ==0.9.0
llvmlite ==0.29.0
locket ==0.2.0
lxml ==4.4.1
matplotlib ==3.1.1
mccabe ==0.6.1
mistune ==0.8.4
mkl-fft ==1.0.14
mkl-random ==1.1.0
mkl-service ==2.3.0
mock ==3.0.5
more-itertools ==7.2.0
mpmath ==1.1.0
msgpack ==0.6.1
multipledispatch ==0.6.0
navigator-updater ==0.2.1
nbconvert ==5.6.0
nbformat ==4.4.0
networkx ==2.3
nltk ==3.4.5
nose ==1.3.7
notebook ==6.0.1
numba ==0.45.1
numexpr ==2.7.0
numpy ==1.17.2
numpydoc ==0.9.1
oauthlib ==3.1.0
olefile ==0.46
opencv-contrib-python ==4.2.0.32
opencv-python ==4.2.0.32
openpyxl ==3.0.0
opt-einsum ==3.2.0
packaging ==19.2
pandas ==0.25.1
pandocfilters ==1.4.2
parso ==0.5.1
partd ==1.0.0
path.py ==12.0.1
pathlib2 ==2.3.5
patsy ==0.5.1
pep8 ==1.7.1
pexpect ==4.7.0
pickleshare ==0.7.5
pkginfo ==1.5.0.1
pluggy ==0.13.0
ply ==3.11
prometheus-client ==0.7.1
prompt-toolkit ==2.0.10
protobuf ==3.11.3
psutil ==5.6.6
ptyprocess ==0.6.0
py ==1.8.0
pyOpenSSL ==19.0.0
pyasn1 ==0.4.8
pyasn1-modules ==0.2.8
pycodestyle ==2.5.0
pycosat ==0.6.3
pycparser ==2.19
pycrypto ==2.6.1
pycurl ==7.43.0.3
pyflakes ==2.1.1
pylint ==2.4.2
pyodbc ==4.0.27
pyparsing ==2.4.2
pyrsistent ==0.15.4
pytest ==5.2.1
pytest-arraydiff ==0.3
pytest-astropy ==0.5.0
pytest-doctestplus ==0.4.0
pytest-openfiles ==0.4.0
pytest-remotedata ==0.3.2
python-dateutil ==2.8.0
pytz ==2019.3
pyzmq ==18.1.0
qtconsole ==4.5.5
requests ==2.22.0
requests-oauthlib ==1.3.0
rope ==0.14.0
rsa ==4.0
ruamel-yaml ==0.15.46
scikit-image ==0.15.0
scikit-learn ==0.21.3
scipy ==1.4.1
seaborn ==0.9.0
simplegeneric ==0.8.1
singledispatch ==3.4.0.3
six ==1.12.0
snowballstemmer ==2.0.0
sortedcollections ==1.1.2
sortedcontainers ==2.1.0
soupsieve ==1.9.3
sphinxcontrib-applehelp ==1.0.1
sphinxcontrib-devhelp ==1.0.1
sphinxcontrib-htmlhelp ==1.0.2
sphinxcontrib-jsmath ==1.0.1
sphinxcontrib-qthelp ==1.0.2
sphinxcontrib-serializinghtml ==1.1.3
sphinxcontrib-websupport ==1.1.2
spyder ==3.3.6
spyder-kernels ==0.5.2
sqlparse ==0.3.1
statsmodels ==0.10.1
sympy ==1.4
tables ==3.5.2
tblib ==1.4.0
tensorboard ==2.1.1
tensorflow-estimator ==2.1.0
tensorflow-gpu ==2.1.0
termcolor ==1.1.0
terminado ==0.8.2
testpath ==0.4.2
toolz ==0.10.0
torch ==1.4.0
torchsummary ==1.5.1
torchvision ==0.5.0
tornado ==6.0.3
tqdm ==4.36.1
traitlets ==4.3.3
unicodecsv ==0.14.1
urllib3 ==1.24.2
virtualenv ==20.0.18
wcwidth ==0.1.7
webencodings ==0.5.1
widgetsnbextension ==3.5.1
wrapt ==1.11.2
wurlitzer ==1.0.3
xlrd ==1.2.0
xlwt ==1.3.0
zict ==1.0.0
zipp ==0.6.0