Atualização

app.py

@@ -1,19 +1,30 @@
 import gradio as gr
-from fastai.vision.all import *
+from fastai.learner import load_learner 
+from fastai.vision.all import * 
+from gradio.components import Image, Label  # Use Label para o output
+
+# ... (restante do seu código)
 
 learn = load_learner('export.pkl')
 
 labels = learn.dls.vocab
 
 def predict(img):
-    img = PILImage.create(img)
-    pred,pred_idx,probs = learn.predict(img)
+    img = PILImage.create(img)  
+    pred, pred_idx, probs = learn.predict(img)
     return {labels[i]: float(probs[i]) for i in range(len(labels))}
 
-title = "Soybean desease Classifier"
-description = "A Soybean desease classifier trained with "
-article="<p style='text-align: center'><a href='https://www.kaggle.com/lucaskishima/soybeandeseaseclassifier/' target='_blank'>Blog post</a></p>"
-interpretation='default'
-enable_queue=True
+title = "Agromarkers Classificador de Doença da Soja"
+description = "Uma classificador de doenças treinado por IA "
+article="<p style='text-align: center'><a href='https://www.agromarkers.com.br' target='_blank'>Home - Agromarkers</a></p>"
+
+output = Label(num_top_classes=3)
 
-gr.Interface(fn=predict,inputs=gr.inputs.Image(shape=(512, 512)),outputs=gr.outputs.Label(num_top_classes=3),title=title,description=description,article=article,interpretation=interpretation,enable_queue=enable_queue).launch(share=False)
+gr.Interface(
+    fn=predict,
+    inputs=Image(type="pil", image_mode="RGB"),
+    outputs=output,  # Use Label para a saída
+    title=title,
+    description=description,
+    article=article
+).launch(share=False)

gitattributes

@@ -0,0 +1,37 @@
+*.7z filter=lfs diff=lfs merge=lfs -text
+*.arrow filter=lfs diff=lfs merge=lfs -text
+*.bin filter=lfs diff=lfs merge=lfs -text
+*.bz2 filter=lfs diff=lfs merge=lfs -text
+*.ckpt filter=lfs diff=lfs merge=lfs -text
+*.ftz filter=lfs diff=lfs merge=lfs -text
+*.gz filter=lfs diff=lfs merge=lfs -text
+*.h5 filter=lfs diff=lfs merge=lfs -text
+*.joblib filter=lfs diff=lfs merge=lfs -text
+*.lfs.* filter=lfs diff=lfs merge=lfs -text
+*.mlmodel filter=lfs diff=lfs merge=lfs -text
+*.model filter=lfs diff=lfs merge=lfs -text
+*.msgpack filter=lfs diff=lfs merge=lfs -text
+*.npy filter=lfs diff=lfs merge=lfs -text
+*.npz filter=lfs diff=lfs merge=lfs -text
+*.onnx filter=lfs diff=lfs merge=lfs -text
+*.ot filter=lfs diff=lfs merge=lfs -text
+*.parquet filter=lfs diff=lfs merge=lfs -text
+*.pb filter=lfs diff=lfs merge=lfs -text
+*.pickle filter=lfs diff=lfs merge=lfs -text
+*.pkl filter=lfs diff=lfs merge=lfs -text
+*.pt filter=lfs diff=lfs merge=lfs -text
+*.pth filter=lfs diff=lfs merge=lfs -text
+*.rar filter=lfs diff=lfs merge=lfs -text
+*.safetensors filter=lfs diff=lfs merge=lfs -text
+saved_model/**/* filter=lfs diff=lfs merge=lfs -text
+*.tar.* filter=lfs diff=lfs merge=lfs -text
+*.tflite filter=lfs diff=lfs merge=lfs -text
+*.tgz filter=lfs diff=lfs merge=lfs -text
+*.wasm filter=lfs diff=lfs merge=lfs -text
+*.xz 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
+examples/bacterial_blight.jpg filter=lfs diff=lfs merge=lfs -text
+examples/healthy.jpg filter=lfs diff=lfs merge=lfs -text
+examples/soybean_rust.jpg filter=lfs diff=lfs merge=lfs -text

requirements.txt

@@ -1 +1,123 @@
-fastai
+aiofiles==23.2.1
+altair==5.4.0
+annotated-types==0.7.0
+anyio==4.4.0
+attrs==24.2.0
+blinker==1.8.2
+blis==0.7.11
+cachetools==5.5.0
+catalogue==2.0.10
+certifi==2024.7.4
+charset-normalizer==3.3.2
+click==8.1.7
+cloudpathlib==0.18.1
+confection==0.1.5
+contourpy==1.2.1
+cycler==0.12.1
+cymem==2.0.8
+fastai==2.7.16
+fastapi==0.112.1
+fastcore==1.5.55
+fastdownload==0.0.7
+fastprogress==1.0.3
+ffmpy==0.4.0
+filelock==3.15.4
+fonttools==4.53.1
+fsspec==2024.6.1
+gitdb==4.0.11
+GitPython==3.1.43
+gradio==4.42.0
+gradio_client==1.3.0
+h11==0.14.0
+httpcore==1.0.5
+httpx==0.27.0
+huggingface-hub==0.24.6
+idna==3.7
+importlib_resources==6.4.4
+Jinja2==3.1.4
+joblib==1.4.2
+jsonschema==4.23.0
+jsonschema-specifications==2023.12.1
+kiwisolver==1.4.5
+langcodes==3.4.0
+language_data==1.2.0
+marisa-trie==1.2.0
+markdown-it-py==3.0.0
+MarkupSafe==2.1.5
+matplotlib==3.9.2
+mdurl==0.1.2
+mpmath==1.3.0
+murmurhash==1.0.10
+narwhals==1.5.2
+networkx==3.3
+numpy==1.26.4
+nvidia-cublas-cu12==12.1.3.1
+nvidia-cuda-cupti-cu12==12.1.105
+nvidia-cuda-nvrtc-cu12==12.1.105
+nvidia-cuda-runtime-cu12==12.1.105
+nvidia-cudnn-cu12==9.1.0.70
+nvidia-cufft-cu12==11.0.2.54
+nvidia-curand-cu12==10.3.2.106
+nvidia-cusolver-cu12==11.4.5.107
+nvidia-cusparse-cu12==12.1.0.106
+nvidia-nccl-cu12==2.20.5
+nvidia-nvjitlink-cu12==12.6.20
+nvidia-nvtx-cu12==12.1.105
+orjson==3.10.7
+packaging==24.1
+pandas==2.2.2
+pillow==10.4.0
+preshed==3.0.9
+protobuf==5.27.3
+pyarrow==17.0.0
+pydantic==2.8.2
+pydantic_core==2.20.1
+pydeck==0.9.1
+pydub==0.25.1
+Pygments==2.18.0
+pyparsing==3.1.2
+python-dateutil==2.9.0.post0
+python-multipart==0.0.9
+pytz==2024.1
+PyYAML==6.0.2
+referencing==0.35.1
+requests==2.32.3
+rich==13.7.1
+rpds-py==0.20.0
+ruff==0.6.2
+scikit-learn==1.5.1
+scipy==1.14.1
+semantic-version==2.10.0
+setuptools==73.0.1
+shellingham==1.5.4
+six==1.16.0
+smart-open==7.0.4
+smmap==5.0.1
+sniffio==1.3.1
+spacy==3.7.6
+spacy-legacy==3.0.12
+spacy-loggers==1.0.5
+srsly==2.4.8
+starlette==0.38.2
+streamlit==1.37.1
+sympy==1.13.2
+tenacity==8.5.0
+thinc==8.2.5
+threadpoolctl==3.5.0
+toml==0.10.2
+tomlkit==0.12.0
+torch==2.4.0
+torchvision==0.19.0
+tornado==6.4.1
+tqdm==4.66.5
+triton==3.0.0
+typer==0.12.4
+typing_extensions==4.12.2
+tzdata==2024.1
+urllib3==2.2.2
+uvicorn==0.30.6
+wasabi==1.1.3
+watchdog==4.0.2
+weasel==0.4.1
+websockets==12.0
+wrapt==1.16.0