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Handwritten Alphabet Recognition (Panjabi/Punjabi)
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Recognise handwritten Panjabi (Gurmukhi) letters
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AI Panjab: the AI Platform of Panjab
We build AI for Panjabi (Punjabi) and for everyone connected to Panjab: models that read handwritten Gurmukhi, turn Panjabi speech into text and correct Panjabi spelling. Everything we make starts on our platform, aipanjab.com, in Panjabi and English, and what we can share, we share here: open models, open datasets and demos you can try in your browser.
Try them
| Demo | What it does |
|---|---|
| Spell Checker (on aipanjab.com) | Paste Panjabi text and get its spelling mistakes fixed, with suggestions |
| Speech Recognition | Speak or upload Panjabi audio and get the text, with timestamps |
| Handwritten Digit Recognition | Draw a Gurmukhi digit (੦ to ੯) and see what the model reads |
| Handwritten Alphabet Recognition | Draw a Gurmukhi letter or vowel sign and see what the model reads |
Each Hugging Face demo also has a Use via API link, to call it from your own code.
Models
| Model | |
|---|---|
| digit-recognition | Handwritten Gurmukhi digits; small and fast, runs on any CPU |
| alphabet-recognition (coming soon) | Handwritten Gurmukhi letters, vowel signs and subjoined letters (57 in all) |
| spell-checker (coming soon) | Finds and fixes Panjabi spelling mistakes, with ranked suggestions |
| faster-whisper-medium-pa | Panjabi speech to text, ready for faster-whisper |
| whisper-large-v3-turbo-pa · medium · small · base · tiny | Whisper fine-tuned for Panjabi speech, from the most accurate to the smallest |
Datasets
| Dataset | |
|---|---|
| handwritten-digits | 4,417 Gurmukhi digits, handwritten by people on AI Panjab |
| handwritten-alphabets (coming soon) | Gurmukhi letters and vowel signs, handwritten by people on AI Panjab |
| gurmukhi-words (coming soon) | Over 400,000 Gurmukhi words with typical misspellings, behind our spell checker |
| Handwritten words (coming soon) | Gurmukhi words, handwritten by people on AI Panjab |
| speech-pa | Panjabi speech |
| speech-mendeley-pa | Panjabi speech |
Build them with us
Our models learn from people. On aipanjab.com you can draw Gurmukhi digits, letters and words, check what others have drawn, and fix the spell checker's mistakes. Every contribution makes the models better, and it may be published in our open datasets under CC BY 4.0, free for anyone to use.
To use our models in your own product through our API, get in touch.
models 8
aipanjab/digit-recognition
Image Classification • Updated • 1.09k
aipanjab/model-loader
Updated
aipanjab/faster-whisper-medium-pa
Automatic Speech Recognition • Updated • 7
aipanjab/whisper-medium-pa
Automatic Speech Recognition • 0.8B • Updated • 12
aipanjab/whisper-large-v3-turbo-pa
Automatic Speech Recognition • 0.8B • Updated • 12
aipanjab/whisper-small-pa
Automatic Speech Recognition • 0.2B • Updated • 7
aipanjab/whisper-tiny-pa
Automatic Speech Recognition • 37.8M • Updated • 10
aipanjab/whisper-base-pa
Automatic Speech Recognition • 72.6M • Updated • 7