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ⵜⵎⵎⵓⵜⵜ.
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ⵜⵓⴽⵍⴰⵍ ⵜ ⵎⴰⵔⵉ.
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ⵜⴰⵎⵙⵙⵏⴰ ⵜⴳⴰ ⵜⴰⵥⴹⴰⵕⵜ.
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ⵉⵙ ⵜⵔⴰⵎ ⴽⵔⴰ ⵏ ⵢⴰⵏ ⵖⵉⴷ ⵖⵡⵉⴷ?
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ⵟⵓⵎ ⵉⵙⵙⵏ ⵉⵙ ⵜⴰⵍⵍ ⵎⴰⵕⵉ .
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ⴰⵔ ⵉⴼⵜⵜⵓ ⵟⵓⵎ.
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ⵟⵓⵎ ⴷ ⵎⴰⵔⵢ ⵏⵏⴰⵏ ⵉⵢⵉ ⵉⵙ ⴽⵛⴹⵏ.
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ⵉⵙ ⴰⵙ ⵜⵙⵍⵍⴰⵎ?
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ⵉⵔⵡⴰⵙ ⵉⵙ ⵉⵜⵜⵎⵔⵔⴳ.
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ⵜⵇⵇⴰⵏ ⴷ ⵜⵉⵙⵏⵜ ⵉ ⵓⵙⵙⵏⵡⵉ.
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ⵙⴰⵎⵉ ⵓⵔ ⴰⵔ ⵉⵙⵡⵓⵔⵉⵢ ⵖⵉⴷ.
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ⵙ ⵓⵥⴰⴳⵓ.
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ⵏⵎⵎⵔ.
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ⵙⵎⴷⴰⵜⴰⵖ ⵜⴰⵡⵓⵔⵉ.
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ⵉⵜⵜⵓⴱⵔⴰⵢ ⵟⵓⵎ.
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ⵜⵓⵔⴰ ⵉⵎⵉⵍⵉ ⵜⵓⵣⵉⵏⵜ.
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ⵙⴰⵍⴰ ⵜⴰⵡⵓⵔⵉ ⵏⵏⴽ.
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ⵜⵙⵅⴼⵎⵜ.
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ⵉⵙⵓⵏⴼⴰ.
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ⴰⵡⴰⵍ ⵡⴰⵔ ⵜⴰⴹⴼⵉ
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ⵉⵏⵏⴰ ⵟⵓⵎ ⵎⴰⵙ ⵉⵖⴰⵍ ⵉⵙ ⵓⵔ ⵢⴰⴷⵍⵍⵉ ⵜⵍⵍⵓⵥ ⵎⴰⵔⵉ.
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ⴱⴰⴹ ⴳ ⵢⵉⵖⴼ ⵏⵏⴽ.
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ⵏⵔⴰ ⴽ.
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ⵉⵍⵎⵎⴰ?
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ⵜⴷⴷⵉⴷ ⵙ ⵖⵉⵏⵏ.
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ⵙⵙⵏⵖ ⵉⵙ ⵉⴳⴰ ⵟⵓⵎ ⴰⵎⵣⵔⴰⵡ ⴳ ⵜⵙⴷⴰⵡⵉⵜ.
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ⵏⵜⵜⴰⵜ ⵜⴽⵚⵓⴹ.
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ⵎⴰⵔⵉ ⵜⴳⴰ ⵎⵎⵓ ⵉⵊⴷⴷⵉⴳⵏ.
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ⴼⴽ ⵉⵢⵉ ⴷ ⵢⴰⵏ ⵓⵎⵡⴰⴹ.
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ⵙⵍⵍⵜ ⴰ ⵉⴷ ⵎⴰⵙⵙ.
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ⵉⵔⴰ ⵟⵓⵎ ⴰⴷ ⴷⵉⵜⵉ ⵉⵙⵡⵓⵔⵉ.
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ⵉⵙ ⵜⴳⴰ ⵜⵡⵓⵔⵉ ⵏⵏⴽ ⵜⵉⵎⵉⵣⵉⵜ?
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ⵎⵍ ⵉⵢⵉ ⵓⴳⴳⴰⵔ.
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ⵓⵎⵥⵏ ⵜ.
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ⵓⵔ ⵔⵉⵖ ⴰⴷ ⵙⵡⵉⵏⴳⵉⵎⵖ ⴳ ⵎⴰⵢⴰⵏⵏ ⵖⵉⵍ ⴰⴷ.
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ⵓⵛⴽⵉⵖ ⵏⵏ ⴷⴰⵔⵎ.
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ⵓⵔ ⵓⴼⵉⵖ ⴰⴷ ⵙⴽⵔⵖ ⴰⵢⵍⵍⵉ ⵉⵙⴽⴰⵔ ⵟⵓⵎ ⴷ ⵎⴰⵔⵉ.
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ⵜⵏⵏⴰ ⵎⴰⵔⵉ ⵎⴰⵙ ⵜⵓⵙⵔ ⵉⵇⴰⵕⵉⴹⵏ ⴰⴼⴰⴷ ⴰⴷ ⵙⵉⵙⵏ ⵜⵙⵖ ⴽⵔⴰ ⴰⴷ ⵜ ⵜⵛⵛ.
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ⴰⵔ ⵜⴻⵜⵜⴰⵎⵙ ⵓⵅⵙⴰⵏ ⵏⵏⵙ.
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ⵙⵙⵏⵏⵜ ⵢⴰⴷ.
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ⴰⵎⵥ ⵜ.
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ⵓⵔ ⵏⵏⵉⵖ ⵉⵙ ⵉⵖⵉⵢ ⴽⵔⴰ ⵏ ⵢⴰⵏ ⴰⴷ ⵉⵙⴽⵔ ⴰⵢⴰⴷ.
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ⵜⵉⴳⵍⵍⵉⵏⵜ ⵏ ⵜⴼⵔⵅⵉⵏ.
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ⴰⵙⵓⵔⴼ?
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ⵢⵓⴷⴰ!
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ⵉⵊⵕⴰ ⴽⵔⴰ.
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ⵢⴰⵏ ⵢⵉⵍⵡ ⴰⵔ ⵉⵛⵜⵜⴰ ⵜⵉⵖⵔⴰⴳⴳⴰⵏⵉⵏ.
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ⵓⵔ ⵉⵙⵇⵙⵉ ⵢⴰⵏ ⵎⴰⵔⵉ.
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ⵙⵙⵏⵖ ⵉⵙ ⵓⵔ ⵉⵙⴽⵉⵔ ⵟⵓⵎ ⴰⴷ ⵉⴱⵔⵉ ⵎⴰⵔⵉ.
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ⴷⴰⵔⵉ ⴰⵏⵥⴰ.
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"ⵜⵍⵍⵉⵜ ⵖⵉⴷ, ⵢⴰⴽ?"
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ⵉⵏⴷⵀ ⵟⵓⵎ.
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ⵉⴽⵎⵉ ⵟⵓⵎ.
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ⵜⵖⴰⵡⵍ ⵔⵉⵎⴰ ⴱⵕⵕⴰ.
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ⴰⵄⵔⵉⵜ ⵏⵏⴽ.
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ⵏⴽⴽⴰ ⵜⵜ ⵉⵏⵏ ⴰⵔ ⵏⵜⵜⵇⵇⵍ ⵙ ⵎⴰⵢⴰⵏⵏ ⴰⴷ ⵉⵊⵕⵓ.
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ⴰⴽⵓⴷ ⴰⵔ ⵉⵜⵜⴰⵣⵣⴰⵍ
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ⵔⴰⴷ ⵏⴱⴷⴷ.
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ⵓⵙⵔⵖ ⵓⴽⴰⵏ ⴽⵔⴰ.
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ⵉⵡⵙⵖ ⵉ ⵟⵓⵏⵉ.
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ⴰⵎⵓⵔ ⵏⵏⴽ ⴰⵛⴽ ⴷ.
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ⵉⵙⴱⵉⴹⵕ.
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ⵓⵔ ⵖⵉⵏⵏ ⵜⵓⴳⵜ ⵏ ⵎⴷⴷⵏ ⵏⵏⴰ ⵙ ⵏⵓⴼⴰ ⴰⴷ ⴷⵉⵙⵏ ⵏⵙⴰⵡⴰⵍ.
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ⵉⵔⵡⴰⵙ ⵓⵀⵓ.
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ⵕⴱⴱⵉ ⵉⵍⵍⴰ.
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ⴰⵔ ⴰⴽⴽⴰⵖ ⵜⵉⵡⵉⵙⵉ.
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ⵜⴰⵎⴰⵅⵉⵔⵜ ⵉ ⵛⴽⴽ?
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ⵉⴷⴷⴰ ⵙ ⵜⴰⴷⴷⴰⵔⵜ.
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ⵟⵓⵎ ⵔⴰⴷ ⴰⵡⵏ ⵉⵙⵍⵍⴰ.
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ⵜⴳⴳⴰⵎⵎⵉ ⴰⴷ ⵉⵢⵉ ⵜⵣⵔⵉ.
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ⵜⵙⵙⵏⵊⵎ ⵎⴰⵔⵉ ⴰⴳⴰⵢⵢⵓ ⵏⵏⵙ.
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ⴰⵡⵉ ⵉⵢⵉ ⴷ ⵜⴰⵙⴰⵔⵓⵜ.
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ⵢⴰⴼⵓⴹ ⵙⵙⵖ ⵖⵉⴷ ⴽⵔⴰ ⵏ ⵡⵓⵙⵙⴰⵏ ⴷⵔⵓⵙⵏⵉⵏ ⴰⵢⴰⴷ.
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ⵎⴰⵏⵉ ⴳ ⴰⵔ ⴷ ⵜⴻⵜⵜⴰⵡⵉⵜ ⵉⵇⴰⵕⵉⴹⵏ?
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ⵏⵓⵙⵔ ⴽⵎ.
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ⵜⴱⴱⵉ ⴰⴽⵎⴰⵢ.
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ⵜⵙⴻⵙⵜⵏⴷ.
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ⵉⴽⴽⴰ ⵜⵜ ⵉⵏⵏ ⵉⴼⴰⵡ.
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ⵉⵔⵡⴰⵙ.
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ⵉⵇⵇⵓⵕ ⵡⴰⴽⴰⵍ ⴰⴷ.
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ⵉⵔⵡⴰⵙ ⵉⵙ ⴽ ⵉⴷ ⵉⵇⵇⴰⵏ ⴰⴷ ⵜⴰⵍⵙⵜ ⵉ ⵜⵉⵔⵔⴰ ⵏ ⵜⴱⵔⴰⵜ ⴰⴷ.
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ⵜⵓⵜ ⵎⴰⵔⵉ ⵜⵉⴷⵉⴽⵍⵜ.
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ⵟⵓⵎ ⵉⵏⵏⴰ ⵉⵢⵉ ⵉⵙ ⵉⵔⴰ ⴰⴷ ⵉⴼⴼⵓⵖ.
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ⵓⴼⵉⵖ ⴰⴷⵍⵉⵙ ⵍⵍⵉ ⵉⵢⵉ ⵢⵓⴹⴹⵕⵏ ⵉⴹⴳⴰⵎ.
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ⵙⵙⵓⵔⴼ ⵉⵢⵉ ⵢⴰⵏ ⵢⵉⵎⵉⵔ ⴽⴰ.
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ⴽⴽⵉⵖ ⵜⵜ ⵏⵏ ⵥⵍⴹⵖ ⵣⵓⵏ ⴷ ⴽⵏⵏⵉ.
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ⵉⵙ ⴽ ⵉⴷ ⵓⵔ ⵢⴰⵖ?
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ⵉⵥⵓⵥⴹ ⴰⴷⵔⵢⴰⵏⵓ ⵎⵔ ⵢⵓⴼⴰ ⴰⴷ ⵢⵓⵔⵔⵉ ⵙ ⵜⵉⵏⵎⵍ.
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ⵜⵣⴳⵍⵎ!
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ⴰⵔ ⵉⵜⵜⵎⴰⵜⴰⵔ ⵟⵓⵎ ⵎⴰⵔⵉ.
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ⵙⵎⵔⴽⵙ ⵜ.
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ⵉⵙ ⵣⴳⵍⵖ?
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ⵉⵍⵍⴰ ⴼⵍⵍⴰⵎ ⴰⴷ ⵜⵛⵛⴷ.
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ⵢⵓⴼ ⴰⴽ ⴰⴷ ⵜⴼⵍⵙⴷ.
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ⵔⵉⵖ ⴽⵎ ⴰⴷ ⵜⵣⵣⵏⵣⴷ ⴰⴼⴰⵔⵉⵙ ⵏⵏⵖ ⴳ ⵜⵃⴰⵏⵓⵜ ⵏⵏⵎ.
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ⵉⵙⴽⵔ ⴰⵖⴰⵡⴰⵙ.
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ⵜⵙⵙⵏ ⵉ.
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ⴷⴰ ⴱⴷⴷⴰ ⵜⴻⵜⵜⵎⴰⵖⵎ!
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ⴼⴽ ⴰⵙ ⴰⵎⴰⵏ!
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ⴰⵔ ⵙⵏⵢⵉⴼⵉⵖ ⴰⵎⵣⵔⵓⵢ ⴼ ⵜⵙⴽⵏⴰⴽⴰⵍⵜ.
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@Tamazight Dataset

Tifinagh OCR 200k

Comprehensive synthetic dataset for Tifinagh script recognition.

200K
Samples
2D30-2D7F
Unicode range
Apache 2.0
License

☀️ Overview

Tifinagh OCR 200k is a high-fidelity synthetic dataset meticulously engineered to push the boundaries of OCR performance for the Tifinagh script. With 200,000 unique samples, this dataset provides a robust foundation for training and fine-tuning Vision-Language models.

🚀 Key Highlights

Massive Scale: 200k synthetic images.
Typographic Variety: Wide spectrum of fonts.
Visual Robustness: Archival & noise simulations.
Optimized Geometry: Dynamic text centering.

🛠️ Data Schema

FeatureTypeDescription
file_namestringRelative path.
textstringUnicode ground-truth.
pic_IDintIdentifier.

⚡ Quick Start

from datasets import load_dataset
ds = load_dataset("Tamazight/Tifinagh-OCR-200K")
print(ds["train"][150]["text"])

🧠 Research Applications

  • OCR Training: Baseline training for deep learning models.
  • Document Analysis: Pre-training for Amazigh text digitalization.

⚖️ License

This project is licensed under the Apache License 2.0. For more details, see the LICENSE file.

📝 Credits & Citation

Creation Year: 2026

Organization: Tamazight Project on HuggingFace

Created by: @Aksel Tinfat


For inquiries, contributions, or dataset usage, please open a discussion on the Community Tab.

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