Initialized git lfs and added th model,changed app.py

.gitattributes

@@ -32,3 +32,4 @@ 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
+modelSkinDiseaseDetector.pkl filter=lfs diff=lfs merge=lfs -text

app.py

@@ -1,7 +1,25 @@
+# import gradio as gr
+
+# def greet(name):
+#     return "Hello " + name + "!!"
+
+# iface = gr.Interface(fn=greet, inputs="text", outputs="text")
+# iface.launch()
+
+
+from fastai.vision.all import *
 import gradio as gr
+diseaseDict={'1':'Eczema','2':'Melanoma','3':'Atopic Dermatitis','4':'Basal Cell Carcinoma','5':'Melanocytic Nevi','6':'Benign Keratosis like Lesions','7':'Psoriasis pictures Lichen Planus and other related diseases','8':'Seborrheic Keratoses and other Benign Tumors','9':'Tinea Ringworm Candidiasis and other Fungal Infections','10':'Warts Molluscum and other Viral Infections'}
+def label_func(x): return diseaseDict[x.parent.name[0]]
 
-def greet(name):
-    return "Hello " + name + "!!"
+learn=load_learner('modelSkinDiseaseDetector.pkl')
+categories = ('Eczema','Melanoma','Atopic Dermatitis','Basal Cell Carcinoma','Melanocytic Nevi','Benign Keratosis like Lesions','Psoriasis pictures Lichen Planus and other related diseases','Seborrheic Keratoses and other Benign Tumors','Tinea Ringworm Candidiasis and other Fungal Infections','Warts Molluscum and other Viral Infections')
+def classify_img(img):
+    pred,idx,probs=learn.predict(img)
+    return dict(zip(categories,map(float,probs)))
 
-iface = gr.Interface(fn=greet, inputs="text", outputs="text")
-iface.launch()
+image=gr.inputs.Image(shape=(192,192))
+label=gr.outputs.Label()
+examples=['disease2.jpg','disease3.jpg','disease3.jpg']
+intf=gr.Interface(fn=classify_img,inputs=image,outputs=label,examples=examples)
+intf.launch(inline=False)

modelSkinDiseaseDetector.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8cf107c1e86a283adc15c0727bf38a398206bbce45fccac3b9050f395f5b2811
+size 47545544