use binary

cartoonset.py

@@ -5,6 +5,7 @@ import pickle
 
 import numpy as np
 import PIL.Image
+import tarfile
 
 
 import datasets
@@ -68,7 +69,8 @@ class Cartoonset(datasets.GeneratorBasedBuilder):
             description=_DESCRIPTION,
             features=datasets.Features(
                 {
-                    "img": datasets.Image(),
+                    # "img": datasets.Image(),
+                    "img_bytes": datasets.Value("binary"),
                 }
             ),
             supervised_keys=("img",),
@@ -77,6 +79,7 @@ class Cartoonset(datasets.GeneratorBasedBuilder):
         )
 
     def _split_generators(self, dl_manager: datasets.DownloadManager):
+
         url = _DATA_URLS[self.config.name]
         archive = dl_manager.download(url)
 
@@ -94,11 +97,12 @@ class Cartoonset(datasets.GeneratorBasedBuilder):
         """This function returns the examples in the raw (text) form."""
 
         path: str
+        file_obj: tarfile.ExFileObject
         for path, file_obj in files:
 
             if path.endswith(".png"):
-                image = PIL.Image.open(file_obj)
+                image = file_obj.read()
 
                 yield path, {
-                    "img": image,
+                    "img_bytes": image,
                 }

dataset_infos.json

@@ -5,10 +5,10 @@
         "homepage": "https://www.cs.toronto.edu/~kriz/cifar.html",
         "license": "",
         "features": {
-            "img": {
-                "decode": true,
+            "img_bytes": {
+                "dtype": "binary",
                 "id": null,
-                "_type": "Image"
+                "_type": "Value"
             }
         },
         "post_processed": null,
@@ -29,7 +29,7 @@
         "splits": {
             "train": {
                 "name": "train",
-                "num_bytes": 485462908,
+                "num_bytes": 488291874,
                 "num_examples": 10000,
                 "dataset_name": "cartoonset"
             }
@@ -42,8 +42,8 @@
         },
         "download_size": 476635078,
         "post_processing_size": null,
-        "dataset_size": 485462908,
-        "size_in_bytes": 962097986
+        "dataset_size": 488291874,
+        "size_in_bytes": 964926952
     },
     "100k": {
         "description": "Cartoon Set is a collection of random, 2D cartoon avatar images. The cartoons vary in 10 artwork \ncategories, 4 color categories, and 4 proportion categories, with a total of ~1013 possible \ncombinations. We provide sets of 10k and 100k randomly chosen cartoons and labeled attributes. \n",
@@ -51,10 +51,10 @@
         "homepage": "https://www.cs.toronto.edu/~kriz/cifar.html",
         "license": "",
         "features": {
-            "img": {
-                "decode": true,
+            "img_bytes": {
+                "dtype": "binary",
                 "id": null,
-                "_type": "Image"
+                "_type": "Value"
             }
         },
         "post_processed": null,
@@ -75,7 +75,7 @@
         "splits": {
             "train": {
                 "name": "train",
-                "num_bytes": 4860536607,
+                "num_bytes": 4889166989,
                 "num_examples": 100000,
                 "dataset_name": "cartoonset"
             }
@@ -88,7 +88,7 @@
         },
         "download_size": 4766442036,
         "post_processing_size": null,
-        "dataset_size": 4860536607,
-        "size_in_bytes": 9626978643
+        "dataset_size": 4889166989,
+        "size_in_bytes": 9655609025
     }
 }

poetry.lock

@@ -1,3 +1,14 @@
+[[package]]
+name = "absl-py"
+version = "1.0.0"
+description = "Abseil Python Common Libraries, see https://github.com/abseil/abseil-py."
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+six = "*"
+
 [[package]]
 name = "aiohttp"
 version = "3.8.1"
@@ -29,6 +40,17 @@ python-versions = ">=3.6"
 [package.dependencies]
 frozenlist = ">=1.1.0"
 
+[[package]]
+name = "astunparse"
+version = "1.6.3"
+description = "An AST unparser for Python"
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+six = ">=1.6.1,<2.0"
+
 [[package]]
 name = "async-timeout"
 version = "4.0.2"
@@ -73,6 +95,14 @@ d = ["aiohttp (>=3.7.4)"]
 jupyter = ["ipython (>=7.8.0)", "tokenize-rt (>=3.2.0)"]
 uvloop = ["uvloop (>=0.15.2)"]
 
+[[package]]
+name = "cachetools"
+version = "5.0.0"
+description = "Extensible memoizing collections and decorators"
+category = "main"
+optional = false
+python-versions = "~=3.7"
+
 [[package]]
 name = "certifi"
 version = "2021.10.8"
@@ -115,7 +145,7 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 name = "cycler"
 version = "0.11.0"
 description = "Composable style cycles"
-category = "dev"
+category = "main"
 optional = false
 python-versions = ">=3.6"
 
@@ -146,16 +176,24 @@ xxhash = "*"
 apache-beam = ["apache-beam (>=2.26.0)"]
 audio = ["librosa"]
 benchmarks = ["numpy (==1.18.5)", "tensorflow (==2.3.0)", "torch (==1.6.0)", "transformers (==3.0.2)"]
-dev = ["absl-py", "pytest", "pytest-datadir", "pytest-xdist", "apache-beam (>=2.26.0)", "elasticsearch (<8.0.0)", "aiobotocore", "boto3", "botocore", "faiss-cpu (>=1.6.4)", "fsspec", "moto[server,s3] (==2.0.4)", "rarfile (>=4.0)", "s3fs (==2021.08.1)", "tensorflow (>=2.3,!=2.6.0,!=2.6.1)", "torch", "torchaudio", "soundfile", "transformers", "bs4", "conllu", "h5py", "langdetect", "lxml", "mwparserfromhell", "nltk", "openpyxl", "py7zr", "tldextract", "zstandard", "bert-score (>=0.3.6)", "rouge-score", "sacrebleu", "scipy", "seqeval", "scikit-learn", "jiwer", "sentencepiece", "torchmetrics (==0.6.0)", "mauve-text", "toml (>=0.10.1)", "requests-file (>=1.5.1)", "tldextract (>=3.1.0)", "texttable (>=1.6.3)", "Werkzeug (>=1.0.1)", "six (>=1.15.0,<1.16.0)", "Pillow (>=6.2.1)", "librosa", "wget (>=3.2)", "pytorch-nlp (==0.5.0)", "pytorch-lightning", "fastBPE (==0.1.0)", "fairseq", "black (>=22.0,<23.0)", "flake8 (>=3.8.3)", "isort (>=5.0.0)", "pyyaml (>=5.3.1)", "importlib-resources"]
+dev = ["absl-py", "pytest", "pytest-datadir", "pytest-xdist", "apache-beam (>=2.26.0)", "elasticsearch (<8.0.0)", "aiobotocore", "boto3", "botocore", "faiss-cpu (>=1.6.4)", "fsspec", "moto[s3,server] (==2.0.4)", "rarfile (>=4.0)", "s3fs (==2021.08.1)", "tensorflow (>=2.3,!=2.6.0,!=2.6.1)", "torch", "torchaudio", "soundfile", "transformers", "bs4", "conllu", "h5py", "langdetect", "lxml", "mwparserfromhell", "nltk", "openpyxl", "py7zr", "tldextract", "zstandard", "bert-score (>=0.3.6)", "rouge-score", "sacrebleu", "scipy", "seqeval", "scikit-learn", "jiwer", "sentencepiece", "torchmetrics (==0.6.0)", "mauve-text", "toml (>=0.10.1)", "requests-file (>=1.5.1)", "tldextract (>=3.1.0)", "texttable (>=1.6.3)", "Werkzeug (>=1.0.1)", "six (>=1.15.0,<1.16.0)", "Pillow (>=6.2.1)", "librosa", "wget (>=3.2)", "pytorch-nlp (==0.5.0)", "pytorch-lightning", "fastBPE (==0.1.0)", "fairseq", "black (>=22.0,<23.0)", "flake8 (>=3.8.3)", "isort (>=5.0.0)", "pyyaml (>=5.3.1)", "importlib-resources"]
 docs = ["docutils (==0.16.0)", "recommonmark", "sphinx (==3.1.2)", "sphinx-markdown-tables", "sphinx-rtd-theme (==0.4.3)", "sphinxext-opengraph (==0.4.1)", "sphinx-copybutton", "fsspec (<2021.9.0)", "s3fs", "sphinx-panels", "sphinx-inline-tabs", "myst-parser", "Markdown (!=3.3.5)"]
 quality = ["black (>=22.0,<23.0)", "flake8 (>=3.8.3)", "isort (>=5.0.0)", "pyyaml (>=5.3.1)"]
 s3 = ["fsspec", "boto3", "botocore", "s3fs"]
 tensorflow = ["tensorflow (>=2.2.0,!=2.6.0,!=2.6.1)"]
 tensorflow_gpu = ["tensorflow-gpu (>=2.2.0,!=2.6.0,!=2.6.1)"]
-tests = ["absl-py", "pytest", "pytest-datadir", "pytest-xdist", "apache-beam (>=2.26.0)", "elasticsearch (<8.0.0)", "aiobotocore", "boto3", "botocore", "faiss-cpu (>=1.6.4)", "fsspec", "moto[server,s3] (==2.0.4)", "rarfile (>=4.0)", "s3fs (==2021.08.1)", "tensorflow (>=2.3,!=2.6.0,!=2.6.1)", "torch", "torchaudio", "soundfile", "transformers", "bs4", "conllu", "h5py", "langdetect", "lxml", "mwparserfromhell", "nltk", "openpyxl", "py7zr", "tldextract", "zstandard", "bert-score (>=0.3.6)", "rouge-score", "sacrebleu", "scipy", "seqeval", "scikit-learn", "jiwer", "sentencepiece", "torchmetrics (==0.6.0)", "mauve-text", "toml (>=0.10.1)", "requests-file (>=1.5.1)", "tldextract (>=3.1.0)", "texttable (>=1.6.3)", "Werkzeug (>=1.0.1)", "six (>=1.15.0,<1.16.0)", "Pillow (>=6.2.1)", "librosa", "wget (>=3.2)", "pytorch-nlp (==0.5.0)", "pytorch-lightning", "fastBPE (==0.1.0)", "fairseq", "importlib-resources"]
+tests = ["absl-py", "pytest", "pytest-datadir", "pytest-xdist", "apache-beam (>=2.26.0)", "elasticsearch (<8.0.0)", "aiobotocore", "boto3", "botocore", "faiss-cpu (>=1.6.4)", "fsspec", "moto[s3,server] (==2.0.4)", "rarfile (>=4.0)", "s3fs (==2021.08.1)", "tensorflow (>=2.3,!=2.6.0,!=2.6.1)", "torch", "torchaudio", "soundfile", "transformers", "bs4", "conllu", "h5py", "langdetect", "lxml", "mwparserfromhell", "nltk", "openpyxl", "py7zr", "tldextract", "zstandard", "bert-score (>=0.3.6)", "rouge-score", "sacrebleu", "scipy", "seqeval", "scikit-learn", "jiwer", "sentencepiece", "torchmetrics (==0.6.0)", "mauve-text", "toml (>=0.10.1)", "requests-file (>=1.5.1)", "tldextract (>=3.1.0)", "texttable (>=1.6.3)", "Werkzeug (>=1.0.1)", "six (>=1.15.0,<1.16.0)", "Pillow (>=6.2.1)", "librosa", "wget (>=3.2)", "pytorch-nlp (==0.5.0)", "pytorch-lightning", "fastBPE (==0.1.0)", "fairseq", "importlib-resources"]
 torch = ["torch"]
 vision = ["Pillow (>=6.2.1)"]
 
+[[package]]
+name = "debugpy"
+version = "1.5.1"
+description = "An implementation of the Debug Adapter Protocol for Python"
+category = "dev"
+optional = false
+python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*"
+
 [[package]]
 name = "dill"
 version = "0.3.4"
@@ -179,11 +217,19 @@ python-versions = ">=3.7"
 docs = ["furo (>=2021.8.17b43)", "sphinx (>=4.1)", "sphinx-autodoc-typehints (>=1.12)"]
 testing = ["covdefaults (>=1.2.0)", "coverage (>=4)", "pytest (>=4)", "pytest-cov", "pytest-timeout (>=1.4.2)"]
 
+[[package]]
+name = "flatbuffers"
+version = "2.0"
+description = "The FlatBuffers serialization format for Python"
+category = "main"
+optional = false
+python-versions = "*"
+
 [[package]]
 name = "fonttools"
 version = "4.30.0"
 description = "Tools to manipulate font files"
-category = "dev"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 
@@ -242,6 +288,84 @@ sftp = ["paramiko"]
 smb = ["smbprotocol"]
 ssh = ["paramiko"]
 
+[[package]]
+name = "gast"
+version = "0.5.3"
+description = "Python AST that abstracts the underlying Python version"
+category = "main"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+
+[[package]]
+name = "google-auth"
+version = "2.6.0"
+description = "Google Authentication Library"
+category = "main"
+optional = false
+python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*"
+
+[package.dependencies]
+cachetools = ">=2.0.0,<6.0"
+pyasn1-modules = ">=0.2.1"
+rsa = {version = ">=3.1.4,<5", markers = "python_version >= \"3.6\""}
+six = ">=1.9.0"
+
+[package.extras]
+aiohttp = ["requests (>=2.20.0,<3.0.0dev)", "aiohttp (>=3.6.2,<4.0.0dev)"]
+pyopenssl = ["pyopenssl (>=20.0.0)"]
+reauth = ["pyu2f (>=0.1.5)"]
+
+[[package]]
+name = "google-auth-oauthlib"
+version = "0.4.6"
+description = "Google Authentication Library"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+google-auth = ">=1.0.0"
+requests-oauthlib = ">=0.7.0"
+
+[package.extras]
+tool = ["click (>=6.0.0)"]
+
+[[package]]
+name = "google-pasta"
+version = "0.2.0"
+description = "pasta is an AST-based Python refactoring library"
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+six = "*"
+
+[[package]]
+name = "grpcio"
+version = "1.44.0"
+description = "HTTP/2-based RPC framework"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+six = ">=1.5.2"
+
+[package.extras]
+protobuf = ["grpcio-tools (>=1.44.0)"]
+
+[[package]]
+name = "h5py"
+version = "3.6.0"
+description = "Read and write HDF5 files from Python"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+numpy = ">=1.14.5"
+
 [[package]]
 name = "huggingface-hub"
 version = "0.4.0"
@@ -274,19 +398,82 @@ category = "main"
 optional = false
 python-versions = ">=3.5"
 
+[[package]]
+name = "importlib-metadata"
+version = "4.11.3"
+description = "Read metadata from Python packages"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+zipp = ">=0.5"
+
+[package.extras]
+docs = ["sphinx", "jaraco.packaging (>=9)", "rst.linker (>=1.9)"]
+perf = ["ipython"]
+testing = ["pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-flake8", "pytest-cov", "pytest-enabler (>=1.0.1)", "packaging", "pyfakefs", "flufl.flake8", "pytest-perf (>=0.9.2)", "pytest-black (>=0.3.7)", "pytest-mypy (>=0.9.1)", "importlib-resources (>=1.3)"]
+
+[[package]]
+name = "keras"
+version = "2.8.0"
+description = "Deep learning for humans."
+category = "main"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "keras-preprocessing"
+version = "1.1.2"
+description = "Easy data preprocessing and data augmentation for deep learning models"
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+numpy = ">=1.9.1"
+six = ">=1.9.0"
+
+[package.extras]
+image = ["scipy (>=0.14)", "Pillow (>=5.2.0)"]
+pep8 = ["flake8"]
+tests = ["pandas", "pillow", "tensorflow", "keras", "pytest", "pytest-xdist", "pytest-cov"]
+
 [[package]]
 name = "kiwisolver"
 version = "1.4.0"
 description = "A fast implementation of the Cassowary constraint solver"
-category = "dev"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 
+[[package]]
+name = "libclang"
+version = "13.0.0"
+description = "Clang Python Bindings, mirrored from the official LLVM repo: https://github.com/llvm/llvm-project/tree/main/clang/bindings/python, to make the installation process easier."
+category = "main"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "markdown"
+version = "3.3.6"
+description = "Python implementation of Markdown."
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+importlib-metadata = {version = ">=4.4", markers = "python_version < \"3.10\""}
+
+[package.extras]
+testing = ["coverage", "pyyaml"]
+
 [[package]]
 name = "matplotlib"
 version = "3.5.1"
 description = "Python plotting package"
-category = "dev"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 
@@ -336,6 +523,34 @@ category = "main"
 optional = false
 python-versions = ">=3.8"
 
+[[package]]
+name = "oauthlib"
+version = "3.2.0"
+description = "A generic, spec-compliant, thorough implementation of the OAuth request-signing logic"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.extras]
+rsa = ["cryptography (>=3.0.0)"]
+signals = ["blinker (>=1.4.0)"]
+signedtoken = ["cryptography (>=3.0.0)", "pyjwt (>=2.0.0,<3)"]
+
+[[package]]
+name = "opt-einsum"
+version = "3.3.0"
+description = "Optimizing numpys einsum function"
+category = "main"
+optional = false
+python-versions = ">=3.5"
+
+[package.dependencies]
+numpy = ">=1.7"
+
+[package.extras]
+docs = ["sphinx (==1.2.3)", "sphinxcontrib-napoleon", "sphinx-rtd-theme", "numpydoc"]
+tests = ["pytest", "pytest-cov", "pytest-pep8"]
+
 [[package]]
 name = "packaging"
 version = "21.3"
@@ -396,6 +611,14 @@ python-versions = ">=3.7"
 docs = ["Sphinx (>=4)", "furo (>=2021.7.5b38)", "proselint (>=0.10.2)", "sphinx-autodoc-typehints (>=1.12)"]
 test = ["appdirs (==1.4.4)", "pytest (>=6)", "pytest-cov (>=2.7)", "pytest-mock (>=3.6)"]
 
+[[package]]
+name = "protobuf"
+version = "3.19.4"
+description = "Protocol Buffers"
+category = "main"
+optional = false
+python-versions = ">=3.5"
+
 [[package]]
 name = "pyarrow"
 version = "7.0.0"
@@ -407,6 +630,25 @@ python-versions = ">=3.7"
 [package.dependencies]
 numpy = ">=1.16.6"
 
+[[package]]
+name = "pyasn1"
+version = "0.4.8"
+description = "ASN.1 types and codecs"
+category = "main"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "pyasn1-modules"
+version = "0.2.8"
+description = "A collection of ASN.1-based protocols modules."
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+pyasn1 = ">=0.4.6,<0.5.0"
+
 [[package]]
 name = "pyparsing"
 version = "3.0.7"
@@ -463,6 +705,21 @@ urllib3 = ">=1.21.1,<1.27"
 socks = ["PySocks (>=1.5.6,!=1.5.7)", "win-inet-pton"]
 use_chardet_on_py3 = ["chardet (>=3.0.2,<5)"]
 
+[[package]]
+name = "requests-oauthlib"
+version = "1.3.1"
+description = "OAuthlib authentication support for Requests."
+category = "main"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+
+[package.dependencies]
+oauthlib = ">=3.0.0"
+requests = ">=2.0.0"
+
+[package.extras]
+rsa = ["oauthlib[signedtoken] (>=3.0.0)"]
+
 [[package]]
 name = "responses"
 version = "0.18.0"
@@ -478,11 +735,22 @@ urllib3 = ">=1.25.10"
 [package.extras]
 tests = ["pytest (>=4.6)", "coverage (>=6.0.0)", "pytest-cov", "pytest-localserver", "flake8", "types-mock", "types-requests", "mypy"]
 
+[[package]]
+name = "rsa"
+version = "4.8"
+description = "Pure-Python RSA implementation"
+category = "main"
+optional = false
+python-versions = ">=3.6,<4"
+
+[package.dependencies]
+pyasn1 = ">=0.1.3"
+
 [[package]]
 name = "setuptools-scm"
 version = "6.4.2"
 description = "the blessed package to manage your versions by scm tags"
-category = "dev"
+category = "main"
 optional = false
 python-versions = ">=3.6"
 
@@ -502,11 +770,109 @@ category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*"
 
+[[package]]
+name = "tensorboard"
+version = "2.8.0"
+description = "TensorBoard lets you watch Tensors Flow"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+absl-py = ">=0.4"
+google-auth = ">=1.6.3,<3"
+google-auth-oauthlib = ">=0.4.1,<0.5"
+grpcio = ">=1.24.3"
+markdown = ">=2.6.8"
+numpy = ">=1.12.0"
+protobuf = ">=3.6.0"
+requests = ">=2.21.0,<3"
+tensorboard-data-server = ">=0.6.0,<0.7.0"
+tensorboard-plugin-wit = ">=1.6.0"
+werkzeug = ">=0.11.15"
+
+[[package]]
+name = "tensorboard-data-server"
+version = "0.6.1"
+description = "Fast data loading for TensorBoard"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[[package]]
+name = "tensorboard-plugin-wit"
+version = "1.8.1"
+description = "What-If Tool TensorBoard plugin."
+category = "main"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "tensorflow-cpu"
+version = "2.8.0"
+description = "TensorFlow is an open source machine learning framework for everyone."
+category = "main"
+optional = false
+python-versions = "*"
+
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+tf-estimator-nightly = "2.8.0.dev2021122109"
+typing-extensions = ">=3.6.6"
+wrapt = ">=1.11.0"
+
+[[package]]
+name = "tensorflow-io-gcs-filesystem"
+version = "0.24.0"
+description = "TensorFlow IO"
+category = "main"
+optional = false
+python-versions = ">=3.7, <3.11"
+
+[package.extras]
+tensorflow = ["tensorflow (>=2.8.0,<2.9.0)"]
+tensorflow-aarch64 = ["tensorflow-aarch64 (>=2.8.0,<2.9.0)"]
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+tensorflow-gpu = ["tensorflow-gpu (>=2.8.0,<2.9.0)"]
+tensorflow-rocm = ["tensorflow-rocm (>=2.8.0,<2.9.0)"]
+
+[[package]]
+name = "termcolor"
+version = "1.1.0"
+description = "ANSII Color formatting for output in terminal."
+category = "main"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "tf-estimator-nightly"
+version = "2.8.0.dev2021122109"
+description = "TensorFlow Estimator."
+category = "main"
+optional = false
+python-versions = "*"
+
 [[package]]
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 version = "2.0.1"
 description = "A lil' TOML parser"
-category = "dev"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 
@@ -547,6 +913,25 @@ brotli = ["brotlipy (>=0.6.0)"]
 secure = ["pyOpenSSL (>=0.14)", "cryptography (>=1.3.4)", "idna (>=2.0.0)", "certifi", "ipaddress"]
 socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
 
+[[package]]
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+version = "2.0.3"
+description = "The comprehensive WSGI web application library."
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.extras]
+watchdog = ["watchdog"]
+
+[[package]]
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+category = "main"
+optional = false
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7"
+
 [[package]]
 name = "xxhash"
 version = "3.0.0"
@@ -567,12 +952,28 @@ python-versions = ">=3.6"
 idna = ">=2.0"
 multidict = ">=4.0"
 
+[[package]]
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+version = "3.7.0"
+description = "Backport of pathlib-compatible object wrapper for zip files"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
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+
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-python-versions = "^3.8"
-content-hash = "c049562e23ad83658e94eb08b5c1fb20380da5edfee77a2b69c2212595511ec3"
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+content-hash = "85121338a0b4f822a75531fde1ac6b26d36ecd20f0bb63196bf9555c3a4dbb68"
 
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@@ -785,6 +1221,87 @@ fsspec = [
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+]
 xxhash = [
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@@ -1290,3 +2022,7 @@ yarl = [
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 ]
+zipp = [
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+    {file = "zipp-3.7.0.tar.gz", hash = "sha256:9f50f446828eb9d45b267433fd3e9da8d801f614129124863f9c51ebceafb87d"},
+]

pyproject.toml

@@ -5,14 +5,18 @@ description = ""
 authors = ["Cristian Garcia <cgarcia.e88@gmail.com>"]
 
 [tool.poetry.dependencies]
-python = "^3.8"
+python = ">=3.8,<3.11"
 datasets = "^1.18.4"
 numpy = "^1.22.3"
 Pillow = "^9.0.1"
+matplotlib = "^3.5.1"
+tensorflow-cpu = "^2.8.0"
+certifi = "^2021.10.8"
 
 [tool.poetry.dev-dependencies]
 black = {version = "^22.1.0", allow-prereleases = true}
-matplotlib = "^3.5.1"
+debugpy = "^1.5.1"
+
 
 [build-system]
 requires = ["poetry-core>=1.0.0"]