--- title: KLPR v2 emoji: ๐Ÿš— colorFrom: blue colorTo: green sdk: gradio sdk_version: 5.9.1 app_file: app.py pinned: false --- # ๐Ÿš— KLPR v2 - ํ•œ๊ตญ ๋ฒˆํ˜ธํŒ OCR ํ•œ๊ตญ ์ž๋™์ฐจ ๋ฒˆํ˜ธํŒ์„ ์ธ์‹ํ•˜๋Š” ๋”ฅ๋Ÿฌ๋‹ ๊ธฐ๋ฐ˜ OCR ์‹œ์Šคํ…œ (v2 - ํ™•์žฅ๋œ ๋ฌธ์ž ์„ธํŠธ) ## ๐Ÿ“Š ๋ชจ๋ธ ์ •๋ณด - **๋ชจ๋ธ ๊ตฌ์กฐ**: CRNN (CNN + Bidirectional LSTM + CTC Loss) - **์ž…๋ ฅ ํฌ๊ธฐ**: 32x200 (grayscale) - **Validation Accuracy**: 91.23% - **Validation Loss**: 0.1095 - **ํ›ˆ๋ จ Epoch**: 18 - **์ง€์› ๋ฌธ์ž**: 77๊ฐœ (ํ•œ๊ธ€ ์ž์Œ + ์ˆซ์ž + ์ถ”๊ฐ€ ์ง€์—ญ๋ช…) ## ๐Ÿ†• v2์˜ ํŠน์ง• 1. **ํ™•์žฅ๋œ ๋ฌธ์ž ์„ธํŠธ**: ์ถ”๊ฐ€ ์ง€์—ญ๋ช… ์ง€์› (์‚ฐ, ์ œ, ์„ธ, ์ข…, ํŒŒ) 2. **์•ˆ์ •์ ์ธ ํ›ˆ๋ จ**: 18 epoch ํ›ˆ๋ จ์œผ๋กœ ๋” ์ˆ˜๋ ด๋œ ๋ชจ๋ธ 3. **๋‚ฎ์€ Loss**: 0.1095๋กœ v1(0.1188)๋ณด๋‹ค ๋‚ฎ์Œ ## ๐Ÿš€ ์‚ฌ์šฉ ๋ฐฉ๋ฒ• ๋ฒˆํ˜ธํŒ ์ด๋ฏธ์ง€๋ฅผ ์—…๋กœ๋“œํ•˜๋ฉด ์ž๋™์œผ๋กœ ๋ฒˆํ˜ธ๋ฅผ ์ธ์‹ํ•ฉ๋‹ˆ๋‹ค!