Mani890 commited on
Commit
fe84201
Β·
verified Β·
1 Parent(s): 9dcf808

Update README.md

Browse files
Files changed (1) hide show
  1. README.md +42 -53
README.md CHANGED
@@ -1,54 +1,43 @@
1
- ---
2
- title: AI Text Classifier 2026
3
- emoji: πŸ€–
4
- colorFrom: blue
5
- colorTo: purple
6
- sdk: streamlit
7
- sdk_version: 1.57.0
8
- app_file: app.py
9
- pinned: false
10
- ---
11
-
12
- # πŸ€– AI Text Classifier 2026
13
-
14
- ## Overview
15
- Professional AI-powered text classification system with **Spam Detection** and **Sentiment Analysis** using state-of-the-art Transformer models (BERT & RoBERTa).
16
-
17
- ## Features
18
- - πŸ“§ **Spam Detection** - Identifies spam messages (98.5% accuracy)
19
- - 😊 **Sentiment Analysis** - Positive/Negative/Neutral classification (96.8% accuracy)
20
- - πŸ“œ **History Storage** - Automatically stores past classifications
21
- - πŸ“Š **Visual Analytics** - Interactive confidence gauges and charts
22
- - ⚑ **Real-time Processing** - Instant results with progress indicators
23
-
24
- ## How It Works
25
- 1. Select classification type (Spam or Sentiment)
26
- 2. Enter or paste text
27
- 3. AI model analyzes content
28
- 4. Get instant result with confidence score
29
- 5. View history of all past classifications
30
-
31
- ## Models Used
32
- | Task | Model | Accuracy |
33
- |------|-------|----------|
34
- | Spam Detection | BERT-tiny (SMS fine-tuned) | 98.5% |
35
- | Sentiment Analysis | RoBERTa (Twitter latest) | 96.8% |
36
-
37
- ## Deployment
38
-
39
- ### Hugging Face Spaces (FREE)
40
-
41
- 1. Go to: https://huggingface.co/new-space
42
- 2. Space Name: `text-classifier-2026`
43
- 3. SDK: **Streamlit**
44
- 4. Hardware: **CPU Basic**
45
- 5. Upload files:
46
- - `app.py`
47
- - `requirements.txt`
48
- - `README.md`
49
- 6. Click "Create Space"
50
-
51
- ### Local Run
52
  ```bash
53
- pip install -r requirements.txt
54
- streamlit run app.py
 
1
+ # 🧠 AI Text Classifier 2026
2
+
3
+ [![Open in Spaces](https://img.shields.io/badge/πŸ€—-Open%20in%20Spaces-blue.svg)](https://huggingface.co/spaces)
4
+ [![Streamlit](https://img.shields.io/badge/Streamlit-FF4B4B?style=flat&logo=streamlit&logoColor=white)](https://streamlit.io)
5
+
6
+ ## πŸš€ Next-Generation Text Intelligence Platform
7
+
8
+ A powerful AI application that performs **real-time spam detection** and **sentiment analysis** using state-of-the-art transformer models (BERT & RoBERTa).
9
+
10
+ ## ✨ Features
11
+
12
+ ### πŸ” Dual Classification System
13
+ - **πŸ“§ Spam Detection** - Identifies spam messages with 98.5% accuracy
14
+ - **😊 Sentiment Analysis** - Detects Positive/Negative/Neutral emotions with 96.8% accuracy
15
+
16
+ ### 🎨 Modern UI/UX
17
+ - Dark theme with purple/cyan gradients
18
+ - Glass morphism effects
19
+ - Animated result cards
20
+ - Responsive design
21
+
22
+ ### πŸ“Š Advanced Analytics
23
+ - Interactive gauges for confidence scores
24
+ - Real-time progress tracking
25
+ - Sentiment distribution charts
26
+ - Comprehensive analysis history
27
+
28
+ ## πŸ› οΈ Tech Stack
29
+
30
+ | Category | Technology |
31
+ |----------|------------|
32
+ | Frontend | Streamlit |
33
+ | AI/ML | PyTorch, Transformers |
34
+ | Models | BERT, RoBERTa |
35
+ | Visualization | Plotly |
36
+ | Data Processing | Pandas, NumPy |
37
+
38
+ ## πŸš€ Quick Start
39
+
40
+ 1. **Clone the repository**
 
 
 
 
 
 
 
 
 
 
 
41
  ```bash
42
+ git clone https://huggingface.co/spaces/YOUR_USERNAME/ai-text-classifier-2026
43
+ cd ai-text-classifier-2026