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Update app.py

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  1. app.py +43 -162
app.py CHANGED
@@ -7,140 +7,33 @@ import gradio as gr
7
  import torch
8
  from gtts import gTTS
9
  import IPython.display as ipd
 
10
  device = "cuda" if torch.cuda.is_available() else "cpu"
11
  translator_ar_to_en = pipeline("translation_ar_to_en", model="Helsinki-NLP/opus-mt-ar-en", device=0 if device == "cuda" else -1)
12
  translator_en_to_ar = pipeline("translation_en_to_arabic", model="Helsinki-NLP/opus-mt-en-ar", device=0 if device == "cuda" else -1)
 
13
  # Load the plant identification pipeline from Hugging Face
14
  pipe = pipeline("image-classification", model="umutbozdag/plant-identity")
15
- plant_care_dict = {
16
- "Aloe Vera": "Water every 2-3 weeks, allowing the soil to dry out between waterings. Place in bright, indirect sunlight.",
17
- "Bamboo": "Keep the soil moist but not soggy. Place in indirect sunlight, and avoid direct exposure to sunlight.",
18
- "Basil": "Water regularly to keep the soil moist. Place in full sun for at least 6 hours a day.",
19
- "Boston fern": "Water regularly to maintain humidity. Mist the leaves often and keep in indirect sunlight.",
20
- "English ivy": "Water when the top inch of soil is dry. Place in moderate sunlight and maintain humidity.",
21
- "Ficus": "Water when the top inch of soil is dry. Place in bright, indirect light, and rotate the plant occasionally.",
22
- "Fiddle leaf fig": "Water when the top inch of soil is dry. Place in bright, indirect light, and avoid drafts.",
23
- "Lavender": "Water when the soil is dry to the touch. Place in full sun and ensure good drainage.",
24
- "Mint": "Water regularly to keep the soil moist. Place in partial shade, and pinch back to encourage bushiness.",
25
- "Monstera deliciosa": "Water when the top inch of soil is dry. Place in indirect sunlight and provide support for climbing.",
26
- "Orchids": "Water every 1-2 weeks. Provide humidity and place in indirect light.",
27
- "Peace Lily": "Water when the top inch of soil is dry. Place in low light and keep out of direct sunlight.",
28
- "Philodendron": "Water when the top inch of soil is dry. Place in indirect sunlight, and prune as needed.",
29
- "Pothos": "Water when the top inch of soil is dry. Tolerates low light but grows best in bright, indirect light.",
30
- "Rosemary": "Water when the top inch of soil is dry. Place in full sun and ensure good drainage.",
31
- "Rubber plant": "Water when the top inch of soil is dry. Place in bright, indirect light, and dust leaves regularly.",
32
- "Snake plant": "Water every 2-6 weeks, depending on light conditions. Place in low to bright indirect light.",
33
- "Spider plant": "Water when the top inch of soil is dry. Place in bright, indirect light, and avoid soggy soil.",
34
- "Succulents": "Water every 1-3 weeks, allowing the soil to dry completely between waterings. Place in bright sunlight.",
35
- "ZZ plant": "Water when the soil is completely dry, usually every 2-3 weeks. Tolerates low light conditions.",
36
- "Jasmine": "Water when the top inch of soil is dry. Place in full sun and prune regularly to encourage growth.",
37
- "Rose": "Water regularly, keeping the soil moist but not soggy. Place in full sun and fertilize during the growing season.",
38
- "Chamomile": "Water when the top inch of soil is dry. Place in full sun, and harvest flowers regularly.",
39
- "Marigold": "Water regularly, especially in dry conditions. Place in full sun and deadhead flowers to promote blooming.",
40
- "Daffodil": "Water when the soil is dry to the touch. Place in full sun and avoid overwatering.",
41
- "Geranium": "Water when the top inch of soil is dry. Place in full sun and pinch back to promote bushiness.",
42
- "Thyme": "Water when the soil is dry. Place in full sun and ensure good drainage.",
43
- "Coriander": "Water regularly to keep the soil moist. Place in full sun and harvest leaves often.",
44
- "Lemon Balm": "Water when the soil is dry. Place in full sun and prune regularly to encourage growth.",
45
- "Sage": "Water when the soil is dry. Place in full sun and provide well-drained soil.",
46
- "Peppermint": "Water regularly to keep the soil moist. Place in partial shade and pinch back to promote bushiness.",
47
- "Bougainvillea": "Water when the soil is dry. Place in full sun and prune regularly to encourage flowering.",
48
- "Desert Rose": "Water when the soil is dry. Place in full sun and ensure good drainage.",
49
- "Palm Tree": "Water when the top inch of soil is dry. Place in bright sunlight and provide adequate space for growth.",
50
- "Oleander": "Water when the top inch of soil is dry. Place in full sun and fertilize regularly.",
51
- "Cactus": "Water every few weeks, allowing the soil to dry completely between waterings. Place in bright sunlight."
52
- }
53
- # Plant facts dictionary
54
- plant_facts_dict = {
55
- "Aloe Vera": "Aloe Vera is known for its soothing properties and is commonly used in skincare products. It thrives in bright, indirect sunlight.",
56
- "Bamboo": "Bamboo is one of the fastest-growing plants in the world. It prefers moist soil and indirect sunlight.",
57
- "Basil": "Basil is a fragrant herb that is often used in cooking. It needs plenty of sunlight and regular watering to thrive.",
58
- "Boston fern": "Boston ferns are popular houseplants known for their lush, green fronds. They prefer high humidity and indirect sunlight.",
59
- "English ivy": "English ivy is a climbing plant that can adapt to various conditions. It likes well-drained soil and moderate sunlight.",
60
- "Ficus": "Ficus plants are versatile and can be grown indoors or outdoors. They prefer bright, indirect light and moderate watering.",
61
- "Fiddle leaf fig": "Fiddle leaf figs are known for their large, glossy leaves. They thrive in bright, indirect light and require regular watering.",
62
- "Lavender": "Lavender is a fragrant herb often used in aromatherapy. It prefers full sun and well-drained soil.",
63
- "Mint": "Mint is a fast-growing herb that can easily spread. It prefers partial shade and moist soil.",
64
- "Monstera deliciosa": "Monstera is known for its unique leaf holes. It thrives in indirect sunlight and requires regular watering.",
65
- "Orchids": "Orchids are exotic flowers that require special care. They prefer indirect light and humidity.",
66
- "Peace Lily": "Peace Lilies are known for their elegant white flowers. They thrive in low light and require regular watering.",
67
- "Philodendron": "Philodendrons are popular houseplants with heart-shaped leaves. They prefer indirect sunlight and moderate watering.",
68
- "Pothos": "Pothos are resilient plants that can survive in low light. They prefer to dry out between waterings.",
69
- "Rosemary": "Rosemary is an aromatic herb that is commonly used in cooking. It prefers full sun and well-drained soil.",
70
- "Rubber plant": "Rubber plants are known for their large, glossy leaves. They thrive in bright, indirect light and moderate watering.",
71
- "Snake plant": "Snake plants are hardy and can tolerate low light. They require infrequent watering.",
72
- "Spider plant": "Spider plants are known for their air-purifying properties. They prefer bright, indirect light and regular watering.",
73
- "Succulents": "Succulents are drought-tolerant plants that store water in their leaves. They prefer bright sunlight and well-drained soil.",
74
- "ZZ plant": "ZZ plants are known for their glossy leaves and resilience. They thrive in low light and require infrequent watering.",
75
- "Jasmine": "Jasmine is a fragrant flower often used in perfumes. It prefers full sun and well-drained soil.",
76
- "Rose": "Roses are popular garden plants known for their beautiful flowers. They prefer full sun and regular watering.",
77
- "Chamomile": "Chamomile is an aromatic herb used in teas. It prefers full sun and well-drained soil.",
78
- "Marigold": "Marigolds are bright flowers that repel pests. They thrive in full sun and require regular watering.",
79
- "Daffodil": "Daffodils are spring flowers known for their trumpet shape. They prefer well-drained soil and full sun.",
80
- "Geranium": "Geraniums are popular bedding plants. They prefer full sun and regular watering.",
81
- "Thyme": "Thyme is an aromatic herb commonly used in cooking. It prefers full sun and well-drained soil.",
82
- "Coriander": "Coriander is an herb known for its distinct flavor. It prefers full sun and well-drained soil.",
83
- "Lemon Balm": "Lemon balm is a fragrant herb often used in teas. It prefers full sun and regular watering.",
84
- "Sage": "Sage is a hardy herb commonly used in cooking. It prefers full sun and well-drained soil.",
85
- "Peppermint": "Peppermint is a popular herb known for its refreshing flavor. It prefers partial shade and moist soil.",
86
- "Bougainvillea": "Bougainvillea is a colorful flowering plant. It prefers full sun and well-drained soil.",
87
- "Desert Rose": "Desert roses are succulent plants known for their beautiful flowers. They prefer full sun and well-drained soil.",
88
- "Palm Tree": "Palm trees are iconic tropical plants. They prefer bright sunlight and well-drained soil.",
89
- "Oleander": "Oleander is a hardy shrub known for its flowers. It prefers full sun and well-drained soil.",
90
- "Cactus": "Cacti are drought-resistant plants that thrive in dry conditions. They prefer bright sunlight and minimal watering."
91
- }
92
- plant_name_translations = {
93
- "Aloe Vera": "Aloe Vera - صبار الألوفيرا",
94
- "Bamboo": "Bamboo - الخيزران",
95
- "Basil": "Basil - الريحان",
96
- "Boston fern": "Boston Fern - سرخس بوسطن",
97
- "English ivy": "English Ivy - اللبلاب الإنجليزي",
98
- "Ficus": "Ficus - نبات الفيكس",
99
- "Fiddle leaf fig": "Fiddle Leaf Fig - التين ورقي الكمان",
100
- "Lavender": "Lavender - الخزامى",
101
- "Mint": "Mint - النعناع",
102
- "Monstera deliciosa": "Monstera Deliciosa - مونستيرا دليسيوسا",
103
- "Orchids": "Orchids - الأوركيد",
104
- "Peace Lily": "Peace Lily - زنبق السلام",
105
- "Philodendron": "Philodendron - الفيلوديندرون",
106
- "Pothos": "Pothos - البوتس",
107
- "Rosemary": "Rosemary - إكليل الجبل",
108
- "Rubber plant": "Rubber Plant - نبات المطاط",
109
- "Snake plant": "Snake Plant - نبات ا��ثعبان",
110
- "Spider plant": "Spider Plant - نبات العنكبوت",
111
- "Succulents": "Succulents - النباتات العصارية",
112
- "ZZ plant": "ZZ Plant - نبات زيزي",
113
- "Jasmine": "Jasmine - الياسمين",
114
- "Rose": "Rose - الورد",
115
- "Chamomile": "Chamomile - البابونج",
116
- "Marigold": "Marigold - القطيفة",
117
- "Daffodil": "Daffodil - النرجس",
118
- "Geranium": "Geranium - إبرة الراعي",
119
- "Thyme": "Thyme - الزعتر",
120
- "Coriander": "Coriander - الكزبرة",
121
- "Lemon Balm": "Lemon Balm - بلسم الليمون",
122
- "Sage": "Sage - الميرمية",
123
- "Peppermint": "Peppermint - النعناع الفلفلي",
124
- "Bougainvillea": "Bougainvillea - الجهنمية",
125
- "Desert Rose": "Desert Rose - وردة الصحراء",
126
- "Palm Tree": "Palm Tree - النخيل",
127
- "Oleander": "Oleander - دفلى",
128
- "Cactus": "Cactus - الصبار"}
129
  def classify_plant_image(image):
130
  image.save('temp_image.jpg') # Save the image locally for pipeline processing
131
  predictions = pipe('temp_image.jpg')
132
  top_prediction = predictions[0] # Get the top prediction
133
  return top_prediction['label']
 
134
  def text_to_speech(instructions, language='en'):
135
  tts = gTTS(text=instructions, lang=language)
136
  tts.save('temp_audio.mp3') # Save the audio file
137
  return 'temp_audio.mp3'
 
138
  def process_image_input(image=None, language='english'):
139
  plant_name = classify_plant_image(image) # Identify plant from image
140
 
141
- # Debugging: Log the identified plant name
142
- print(f"Identified Plant Name: {plant_name}")
143
-
144
  # Get care instructions in English
145
  care_instructions = plant_care_dict.get(plant_name, f"Care instructions are not available for '{plant_name}'.")
146
  plant_fact = plant_facts_dict.get(plant_name, f"Facts are not available for '{plant_name}'.")
@@ -156,12 +49,8 @@ def process_image_input(image=None, language='english'):
156
 
157
  return plant_name, care_instructions, audio_file
158
 
159
- # Main processing function for text input
160
  def process_text_input(plant_name=None, language='english'):
161
  if plant_name:
162
- # Debugging: Log the requested plant name
163
- print(f"Requested Plant Name: {plant_name}")
164
-
165
  # Get care instructions in English
166
  care_instructions = plant_care_dict.get(plant_name, f"Care instructions are not available for '{plant_name}'.")
167
  plant_fact = plant_facts_dict.get(plant_name, f"Facts are not available for '{plant_name}'.")
@@ -176,52 +65,41 @@ def process_text_input(plant_name=None, language='english'):
176
  audio_file = text_to_speech(plant_fact, language='ar' if language == 'arabic' else 'en')
177
 
178
  return plant_name, care_instructions, audio_file
179
- # Creating Gradio app with tabs
180
- # Custom CSS for Styling the Gradio
181
 
182
- custom_css = """
183
- .gradio-container {
184
- background-image: url('https://images.squarespace-cdn.com/content/v1/587ee1eab3db2b428f68d221/1626734192415-LI75A3LVVFMJD5TVZ3HR/Gallery+2.jpg');
185
- background-size: cover;
186
- background-position: center;
187
- background-repeat: no-repeat;
188
- color: #333333;
189
- font-family: 'Arial', sans-serif;
190
- }
191
- h1, #title, #description {
192
- color: white !important;
193
  }
194
- #upload-text, #description-search-text {
195
- color: white !important;
196
- }
197
- label, .gr-label {
198
- color: #333333 !important;
199
- }
200
- button.primary {
201
- background-color: #6A5ACD;
202
- color: black;
203
- border-radius: 10px;
204
- padding: 10px;
205
- margin: 5px;
206
- font-size: 18px;
207
- border: none;
208
- transition: background-color 0.3s;
209
- }
210
- button.primary:hover {
211
- background-color: #836FFF;
212
- }
213
- #image_output, #search_image_output {
214
- border: 3px solid white;
215
  border-radius: 10px;
216
- }
217
- /* Specifically targeting the example buttons */
218
- .gr-examples button {
219
- color: white !important;
220
- background-color: transparent !important; /* Make the background blend in with the overall theme */
221
- border: 1px solid white; /* Add a border if you want to highlight it */
222
  }
223
  """
224
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
225
  # Creating Gradio app with tabs and custom CSS
226
  with gr.Blocks(css=css_style) as demo:
227
  gr.Markdown("## Plant Identification and Care Instructions")
@@ -258,8 +136,11 @@ with gr.Blocks(css=css_style) as demo:
258
  description="Enter the name of a plant to receive care instructions in your chosen language."
259
  )
260
 
 
 
 
261
  # Launch the Gradio app with Tabs
262
  demo.launch()
263
 
264
  if __name__ == "__main__":
265
- app.run(host="0.0.0.0", port=7860)
 
7
  import torch
8
  from gtts import gTTS
9
  import IPython.display as ipd
10
+
11
  device = "cuda" if torch.cuda.is_available() else "cpu"
12
  translator_ar_to_en = pipeline("translation_ar_to_en", model="Helsinki-NLP/opus-mt-ar-en", device=0 if device == "cuda" else -1)
13
  translator_en_to_ar = pipeline("translation_en_to_arabic", model="Helsinki-NLP/opus-mt-en-ar", device=0 if device == "cuda" else -1)
14
+
15
  # Load the plant identification pipeline from Hugging Face
16
  pipe = pipeline("image-classification", model="umutbozdag/plant-identity")
17
+
18
+ # Define the dictionaries for plant care and facts (unchanged)
19
+ plant_care_dict = { ... }
20
+ plant_facts_dict = { ... }
21
+ plant_name_translations = { ... }
22
+
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
23
  def classify_plant_image(image):
24
  image.save('temp_image.jpg') # Save the image locally for pipeline processing
25
  predictions = pipe('temp_image.jpg')
26
  top_prediction = predictions[0] # Get the top prediction
27
  return top_prediction['label']
28
+
29
  def text_to_speech(instructions, language='en'):
30
  tts = gTTS(text=instructions, lang=language)
31
  tts.save('temp_audio.mp3') # Save the audio file
32
  return 'temp_audio.mp3'
33
+
34
  def process_image_input(image=None, language='english'):
35
  plant_name = classify_plant_image(image) # Identify plant from image
36
 
 
 
 
37
  # Get care instructions in English
38
  care_instructions = plant_care_dict.get(plant_name, f"Care instructions are not available for '{plant_name}'.")
39
  plant_fact = plant_facts_dict.get(plant_name, f"Facts are not available for '{plant_name}'.")
 
49
 
50
  return plant_name, care_instructions, audio_file
51
 
 
52
  def process_text_input(plant_name=None, language='english'):
53
  if plant_name:
 
 
 
54
  # Get care instructions in English
55
  care_instructions = plant_care_dict.get(plant_name, f"Care instructions are not available for '{plant_name}'.")
56
  plant_fact = plant_facts_dict.get(plant_name, f"Facts are not available for '{plant_name}'.")
 
65
  audio_file = text_to_speech(plant_fact, language='ar' if language == 'arabic' else 'en')
66
 
67
  return plant_name, care_instructions, audio_file
 
 
68
 
69
+ # Define custom CSS
70
+ css_style = """
71
+ body {
72
+ background-color: #FFC0CB; /* Baby Pink Background */
 
 
 
 
 
 
 
73
  }
74
+
75
+ .gradio-container {
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
76
  border-radius: 10px;
77
+ padding: 20px;
78
+ background-color: white;
79
+ box-shadow: 2px 2px 8px rgba(0, 0, 0, 0.1);
 
 
 
80
  }
81
  """
82
 
83
+ # Adding custom JavaScript to dynamically change button and audio styles
84
+ js_script = """
85
+ <script>
86
+ // Wait for Gradio components to load before applying styles
87
+ window.onload = function() {
88
+ // Change button color to green
89
+ document.querySelectorAll("button").forEach(function(button) {
90
+ button.style.backgroundColor = '#4CAF50';
91
+ button.style.color = 'white';
92
+ });
93
+
94
+ // Change audio player background color to green
95
+ document.querySelectorAll("audio").forEach(function(audio) {
96
+ audio.style.backgroundColor = '#4CAF50';
97
+ audio.style.border = '2px solid #45a049';
98
+ });
99
+ }
100
+ </script>
101
+ """
102
+
103
  # Creating Gradio app with tabs and custom CSS
104
  with gr.Blocks(css=css_style) as demo:
105
  gr.Markdown("## Plant Identification and Care Instructions")
 
136
  description="Enter the name of a plant to receive care instructions in your chosen language."
137
  )
138
 
139
+ # Insert JavaScript after Gradio components are rendered
140
+ gr.HTML(js_script)
141
+
142
  # Launch the Gradio app with Tabs
143
  demo.launch()
144
 
145
  if __name__ == "__main__":
146
+ app.run(host="0.0.0.0", port=7860)