quantumbit commited on
Commit
59a27f5
Β·
verified Β·
1 Parent(s): 2166f17

Update README.md

Browse files
Files changed (1) hide show
  1. README.md +0 -50
README.md CHANGED
@@ -1,50 +0,0 @@
1
- ---
2
- title: Invoice Information Extractor
3
- emoji: πŸ“„
4
- colorFrom: blue
5
- colorTo: green
6
- sdk: docker
7
- pinned: false
8
- license: mit
9
- app_port: 7860
10
- ---
11
-
12
- # Invoice Information Extractor
13
-
14
- AI-powered REST API for extracting structured information from Indian tractor invoices.
15
-
16
- ## Features
17
-
18
- - πŸ” **Text Extraction:** Dealer name, model name, horse power, asset cost
19
- - πŸ–ŠοΈ **Signature Detection:** Automatic signature detection with bounding boxes
20
- - πŸ“‹ **Stamp Detection:** Stamp detection with confidence scores
21
- - 🎯 **Validation:** Smart validation and error correction
22
- - ⚑ **Fast Processing:** ~3-5 seconds per invoice
23
-
24
- ## Models
25
-
26
- - **YOLO**: Custom-trained signature/stamp detector
27
- - **Qwen2.5-VL-7B**: Vision-language model for text extraction (4-bit quantized)
28
-
29
- ## API Documentation
30
-
31
- Visit `/docs` for interactive API documentation.
32
-
33
- ## Quick Start
34
-
35
- ### Python
36
- ```python
37
- import requests
38
-
39
- url = "https://YOUR_USERNAME-invoice-extractor.hf.space/extract"
40
- files = {"file": open("invoice.png", "rb")}
41
-
42
- response = requests.post(url, files=files)
43
- print(response.json())
44
- ```
45
-
46
- ### cURL
47
- ```bash
48
- curl -X POST "https://YOUR_USERNAME-invoice-extractor.hf.space/extract" \
49
- -F "file=@invoice.png"
50
- ```