Upload 4 files

.gitattributes

@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+best_model.keras filter=lfs diff=lfs merge=lfs -text

best_model.keras

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:752234e3883a354597a58999d166e3f5826f58f4af0d2ca7116af24ad596e35b
+size 214967464

config.json

@@ -0,0 +1,13 @@
+{
+    "model_type": "resnet50",
+    "pretrained": true,
+    "num_classes": 6,
+    "input_shape": [
+        384,
+        384,
+        3
+    ],
+    "learning_rate": 0.0001,
+    "optimizer": "adam",
+    "loss_function": "cross_entropy"
+}

requirements.txt

@@ -0,0 +1,546 @@
+absl-py==1.4.0
+accelerate==1.2.1
+aiohappyeyeballs==2.4.4
+aiohttp==3.11.10
+aiosignal==1.3.2
+alabaster==1.0.0
+albucore==0.0.19
+albumentations==1.4.20
+altair==5.5.0
+annotated-types==0.7.0
+anyio==3.7.1
+argon2-cffi==23.1.0
+argon2-cffi-bindings==21.2.0
+array_record==0.5.1
+arviz==0.20.0
+astropy==6.1.7
+astropy-iers-data==0.2024.12.16.0.35.48
+astunparse==1.6.3
+async-timeout==4.0.3
+atpublic==4.1.0
+attrs==24.3.0
+audioread==3.0.1
+autograd==1.7.0
+babel==2.16.0
+backcall==0.2.0
+beautifulsoup4==4.12.3
+bigframes==1.29.0
+bigquery-magics==0.4.0
+bleach==6.2.0
+blinker==1.9.0
+blis==0.7.11
+blosc2==2.7.1
+bokeh==3.6.2
+Bottleneck==1.4.2
+bqplot==0.12.43
+branca==0.8.1
+CacheControl==0.14.1
+cachetools==5.5.0
+catalogue==2.0.10
+certifi==2024.12.14
+cffi==1.17.1
+chardet==5.2.0
+charset-normalizer==3.4.0
+chex==0.1.88
+clarabel==0.9.0
+click==8.1.7
+cloudpathlib==0.20.0
+cloudpickle==3.1.0
+cmake==3.31.2
+cmdstanpy==1.2.5
+colorcet==3.1.0
+colorlover==0.3.0
+colour==0.1.5
+community==1.0.0b1
+confection==0.1.5
+cons==0.4.6
+contourpy==1.3.1
+cryptography==43.0.3
+cuda-python==12.2.1
+cudf-cu12 @ https://pypi.nvidia.com/cudf-cu12/cudf_cu12-24.10.1-cp310-cp310-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
+cufflinks==0.17.3
+cupy-cuda12x==12.2.0
+cvxopt==1.3.2
+cvxpy==1.6.0
+cycler==0.12.1
+cymem==2.0.10
+Cython==3.0.11
+dask==2024.10.0
+datascience==0.17.6
+datasets==3.2.0
+db-dtypes==1.3.1
+dbus-python==1.2.18
+debugpy==1.8.0
+decorator==4.4.2
+defusedxml==0.7.1
+Deprecated==1.2.15
+diffusers==0.31.0
+dill==0.3.8
+distro==1.9.0
+dlib==19.24.2
+dm-tree==0.1.8
+docker-pycreds==0.4.0
+docstring_parser==0.16
+docutils==0.21.2
+dopamine_rl==4.1.0
+duckdb==1.1.3
+earthengine-api==1.4.3
+easydict==1.13
+editdistance==0.8.1
+eerepr==0.0.4
+einops==0.8.0
+en-core-web-sm @ https://github.com/explosion/spacy-models/releases/download/en_core_web_sm-3.7.1/en_core_web_sm-3.7.1-py3-none-any.whl#sha256=86cc141f63942d4b2c5fcee06630fd6f904788d2f0ab005cce45aadb8fb73889
+entrypoints==0.4
+et_xmlfile==2.0.0
+etils==1.11.0
+etuples==0.3.9
+eval_type_backport==0.2.0
+exceptiongroup==1.2.2
+fastai==2.7.18
+fastcore==1.7.27
+fastdownload==0.0.7
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+filelock==3.16.1
+firebase-admin==6.6.0
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+flatbuffers==24.3.25
+flax==0.8.5
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+google-colab @ file:///colabtools/dist/google_colab-1.0.0.tar.gz
+google-crc32c==1.6.0
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+intel-cmplr-lib-ur==2025.0.4
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+keyring==23.5.0
+kiwisolver==1.4.7
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+libcudf-cu12 @ https://pypi.nvidia.com/libcudf-cu12/libcudf_cu12-24.10.1-py3-none-manylinux_2_28_x86_64.whl
+librosa==0.10.2.post1
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+locket==1.0.0
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+ndindex==1.9.2
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+nvidia-nccl-cu12==2.23.4
+nvidia-nvjitlink-cu12==12.6.85
+nvtx==0.2.10
+nx-cugraph-cu12 @ https://pypi.nvidia.com/nx-cugraph-cu12/nx_cugraph_cu12-24.10.0-py3-none-any.whl
+oauth2client==4.1.3
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+optree==0.13.1
+orbax-checkpoint==0.6.4
+orjson==3.10.12
+osqp==0.6.7.post3
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+pandas-gbq==0.25.0
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+pandocfilters==1.5.1
+panel==1.5.4
+param==2.2.0
+parso==0.8.4
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+patsy==1.0.1
+peewee==3.17.8
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+pexpect==4.9.0
+pickleshare==0.7.5
+pillow==11.0.0
+platformdirs==4.3.6
+plotly==5.24.1
+plotnine==0.14.4
+pluggy==1.5.0
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+polars==1.9.0
+pooch==1.8.2
+portpicker==1.5.2
+preshed==3.0.9
+prettytable==3.12.0
+proglog==0.1.10
+progressbar2==4.5.0
+prometheus_client==0.21.1
+promise==2.3
+prompt_toolkit==3.0.48
+propcache==0.2.1
+prophet==1.1.6
+proto-plus==1.25.0
+protobuf==4.25.5
+psutil==5.9.5
+psycopg2==2.9.10
+ptyprocess==0.7.0
+py-cpuinfo==9.0.0
+py4j==0.10.9.7
+pyarrow==17.0.0
+pyasn1==0.6.1
+pyasn1_modules==0.4.1
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+pydantic==2.10.3
+pydantic_core==2.27.1
+pydata-google-auth==1.9.0
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+pydotplus==2.0.2
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+PyDrive2==1.21.3
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+pylibcudf-cu12 @ https://pypi.nvidia.com/pylibcudf-cu12/pylibcudf_cu12-24.10.1-cp310-cp310-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
+pylibcugraph-cu12==24.10.0
+pylibraft-cu12==24.10.0
+pymc==5.19.1
+pymystem3==0.2.0
+pynvjitlink-cu12==0.4.0
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+pyparsing==3.2.0
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+pyshp==2.3.1
+PySocks==1.7.1
+pyspark==3.5.3
+pytensor==2.26.4
+pytest==8.3.4
+python-apt==0.0.0
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+simple-parsing==0.1.6
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+torch @ https://download.pytorch.org/whl/cu121_full/torch-2.5.1%2Bcu121-cp310-cp310-linux_x86_64.whl
+torchaudio @ https://download.pytorch.org/whl/cu121/torchaudio-2.5.1%2Bcu121-cp310-cp310-linux_x86_64.whl
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+torchvision @ https://download.pytorch.org/whl/cu121/torchvision-0.20.1%2Bcu121-cp310-cp310-linux_x86_64.whl
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