Font Recognition
Font recognition (also called visual font recognition or optical font recognition) is the task of identifying the font family or families used in images containing text. Understanding which fonts are used in text may, for example, help designers find the right style, as well as help select an optical character recognition engine or model that is a better fit for certain texts.
Papers
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All datasetsAdobeVFR synAdobeVFR realVFR-WildExplor_allPersian Font Recognition (PFR)Persian Text Image Segmentation (PTI SEG)VFR-2420VFR-447
Benchmark Results
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | DeepFont (S) | Top 1 Accuracy | 98.97 | — | Unverified |
| 2 | HENet (ResNet18+HE Block) | Top 1 Accuracy | 98.23 | — | Unverified |
| 3 | DeepFont (CAE_FR) | Top 1 Accuracy | 93.42 | — | Unverified |
| 4 | DeepFont (F) | Top 1 Accuracy | 92.6 | — | Unverified |
| 5 | FCN | Top 1 Accuracy | 78.2 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | DeepFont (CAE_FR) | Top 1 Accuracy | 71.42 | — | Unverified |
| 2 | HENet (ResNet18+HE Block) | Top 1 Accuracy | 47.41 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | DeepFont (CAE_FR) | Top 1 Accuracy | 61.85 | — | Unverified |
| 2 | LFE (FS, template model size 2048) | Top 1 Accuracy | 52.61 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | HENet | Top 1 Accuracy | 86.31 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | presis | Top 5 Accuracy | 96.7 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | presis | IOU50 | 88.7 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | LFE (FS, template model size 2048) | Top 1 Accuracy | 72.5 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | LFE (FS, template model size 2048) | Top 1 Accuracy | 91.35 | — | Unverified |