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  1. Butterfly.csv +332 -0
  2. ButterflyModel.h5 +3 -0
  3. README.md +13 -0
  4. app.py +50 -0
  5. onehot_encoder.pkl +3 -0
  6. requirements.txt +97 -0
Butterfly.csv ADDED
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ButterflyModel.h5 ADDED
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1
+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:a464f68be9bf6a86d40e6d779f55590853f1af0dc7e592215ea1e6f09ab69334
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+ size 109220504
README.md ADDED
@@ -0,0 +1,13 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ title: Butterfly Pollination
3
+ emoji: 🌖
4
+ colorFrom: green
5
+ colorTo: gray
6
+ sdk: gradio
7
+ sdk_version: 4.29.0
8
+ app_file: app.py
9
+ pinned: false
10
+ license: mit
11
+ ---
12
+
13
+ Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
app.py ADDED
@@ -0,0 +1,50 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ import gradio as gr
2
+ import cv2
3
+ import numpy as np
4
+ import pandas as pd
5
+ from tensorflow.keras.models import load_model
6
+ from keras.utils import to_categorical
7
+ import pickle
8
+
9
+ class ButterflyClassifier:
10
+ def __init__(self, model_path, encoder_path, data_path):
11
+ self.loaded_model = load_model(model_path)
12
+ self.encoder = self.load_encoder(encoder_path)
13
+ self.data = pd.read_csv(data_path)
14
+
15
+ def load_encoder(self, encoder_path):
16
+ with open(encoder_path, 'rb') as f:
17
+ return pickle.load(f)
18
+
19
+ def predict(self, image):
20
+ img = cv2.cvtColor(image, cv2.COLOR_BGR2RGB)
21
+ img = cv2.resize(img, (224, 224))
22
+ img = img.astype('float32') / 255.0
23
+ img = np.expand_dims(img, axis=0)
24
+
25
+ out = self.loaded_model.predict(img)
26
+ y_pred = np.argmax(out, axis=1)
27
+
28
+ predictions_one_hot = to_categorical(y_pred, num_classes=13)
29
+ original_labels = self.encoder.inverse_transform(predictions_one_hot)
30
+ return original_labels[0, 0]
31
+
32
+ def get_top_predictions(self, label):
33
+ df = self.data[self.data['LABEL'] == label.upper()]
34
+ total_interactions = df["Interactions"].sum()
35
+ df["percentage"] = (df["Interactions"] / total_interactions) * 100
36
+ df_sorted = df.sort_values(by='percentage', ascending=False)
37
+ return df_sorted.head(10)
38
+
39
+ butterfly_classifier = ButterflyClassifier("/Users/fahimafridi/downloads/flagged/Butterfly_Pollination/ButterflyModel.h5", "/Users/fahimafridi/downloads/flagged/Butterfly_Pollination/onehot_encoder.pkl", "/Users/fahimafridi/downloads/flagged/Butterfly_Pollination/Butterfly.csv")
40
+
41
+ def predict_butterfly(image):
42
+ label = butterfly_classifier.predict(image)
43
+ top_predictions = butterfly_classifier.get_top_predictions(label)
44
+ return top_predictions
45
+
46
+ # Interface using Gradio
47
+ inputs = gr.Image()
48
+ outputs = gr.Dataframe(headers=['Species', 'Interactions', 'Percentage'])
49
+ gr.Interface(fn=predict_butterfly, inputs=inputs, outputs=outputs).launch()
50
+
onehot_encoder.pkl ADDED
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1
+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:cb2f1b9a9142c187f79b36666995260bc66324228bb00944ff84975a158f5379
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+ size 2670
requirements.txt ADDED
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+ absl-py==2.1.0
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