initial commit

app.py

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+from fastai.vision.all import *
+import gradio as gr
+
+learn = load_learner("model.pkl")
+labels = learn.dls.vocab
+
+def predict(img):
+    img = PILImage.create(img)
+    _,_,probs = learn.predict(img)
+    return dict(zip(labels, map(float, probs)))
+
+examples = [PILImage.create(img) for img in ["phoebe.jpg", "chandler.jpg", "joey.jpg", "monica.jpg"]]
+title = "Which Disney character are you?"
+description = "A disney character image classification app created as part fast.ai DL course - Part 1."
+intf = gr.Interface(fn=predict, inputs="image", outputs="label", title=title, description=description, examples=examples)
+intf.launch(inline=False)

model.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e8149302e747c9051228d76a7a3e37332a344fd332aa4707414956ae56f3545f
+size 201350542

requirements.txt

@@ -0,0 +1,97 @@
+aiofiles==23.2.1
+altair==5.2.0
+annotated-types==0.6.0
+anyio==4.2.0
+attrs==23.2.0
+blis==0.7.11
+catalogue==2.0.10
+certifi==2024.2.2
+charset-normalizer==3.3.2
+click==8.1.7
+cloudpathlib==0.16.0
+colorama==0.4.6
+confection==0.1.4
+contourpy==1.2.0
+cycler==0.12.1
+cymem==2.0.8
+exceptiongroup==1.2.0
+fastai==2.7.14
+fastapi==0.109.2
+fastcore==1.5.29
+fastdownload==0.0.7
+fastprogress==1.0.3
+ffmpy==0.3.2
+filelock==3.13.1
+fonttools==4.48.1
+fsspec==2024.2.0
+gradio==4.18.0
+gradio_client==0.10.0
+h11==0.14.0
+httpcore==1.0.2
+httpx==0.26.0
+huggingface-hub==0.20.3
+idna==3.6
+importlib-resources==6.1.1
+Jinja2==3.1.3
+joblib==1.3.2
+jsonschema==4.21.1
+jsonschema-specifications==2023.12.1
+kiwisolver==1.4.5
+langcodes==3.3.0
+markdown-it-py==3.0.0
+MarkupSafe==2.1.5
+matplotlib==3.8.2
+mdurl==0.1.2
+mpmath==1.3.0
+murmurhash==1.0.10
+networkx==3.2.1
+numpy==1.26.4
+orjson==3.9.14
+packaging==23.2
+pandas==2.2.0
+pillow==10.2.0
+preshed==3.0.9
+pydantic==2.6.1
+pydantic_core==2.16.2
+pydub==0.25.1
+Pygments==2.17.2
+pyparsing==3.1.1
+python-dateutil==2.8.2
+python-multipart==0.0.9
+pytz==2024.1
+PyYAML==6.0.1
+referencing==0.33.0
+requests==2.31.0
+rich==13.7.0
+rpds-py==0.18.0
+ruff==0.2.1
+safetensors==0.4.2
+scikit-learn==1.4.0
+scipy==1.12.0
+semantic-version==2.10.0
+shellingham==1.5.4
+six==1.16.0
+smart-open==6.4.0
+sniffio==1.3.0
+spacy==3.7.2
+spacy-legacy==3.0.12
+spacy-loggers==1.0.5
+srsly==2.4.8
+starlette==0.36.3
+sympy==1.12
+thinc==8.2.3
+threadpoolctl==3.2.0
+timm==0.9.12
+tomlkit==0.12.0
+toolz==0.12.1
+torch==2.2.0
+torchvision==0.17.0
+tqdm==4.66.2
+typer==0.9.0
+typing_extensions==4.9.0
+tzdata==2024.1
+urllib3==2.2.0
+uvicorn==0.27.1
+wasabi==1.1.2
+weasel==0.3.4
+websockets==11.0.3