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basically it aims to increase إيش هدف ال linear mapping؟", "tokens": [10721, 2407, 4724, 2304, 3615, 1863, 7578, 5551, 34740, 8032, 1863, 4587, 9381, 37495, 22653, 3714, 10632, 23032, 3555, 3615, 995, 29538, 31767, 5172, 2288, 8717, 4587, 9381, 3714, 10632, 11933, 1829, 8592, 39894, 9381, 13546, 22807, 8608, 6027, 3555, 3714, 10632, 6156, 7578, 11331, 26108, 3660, 5551, 38251, 11296, 8608, 6027, 3555, 3714, 10632, 6156, 3224, 1829, 6055, 9381, 13546, 4018, 36632, 12602, 4587, 2304, 5551, 4587, 1211, 9154, 31767, 5172, 2288, 4724, 1829, 9381, 13546, 4018, 6156, 16095, 2655, 14407, 9122, 33911, 22807, 46811, 10943, 8717, 1829, 7435, 1829, 8032, 1863, 3224, 7435, 23032, 3555, 3615, 995, 2423, 28820, 10943, 13672, 7578, 3714, 29245, 23328, 34051, 21542, 4117, 1829, 13672, 7578, 11331, 4117, 1829, 8315, 3224, 4724, 39648, 1936, 309, 24683, 281, 3488, 11933, 1829, 8592, 8032, 3215, 5172, 2423, 8213, 18350, 22807], "avg_logprob": -0.22426470237619736, "compression_ratio": 1.715953307392996, 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"probability": 0.85479736328125}, {"start": 883.83, "end": 884.15, "word": " الكلام", "probability": 0.815673828125}, {"start": 884.15, "end": 884.31, "word": " اللى", "probability": 0.934814453125}, {"start": 884.31, "end": 884.87, "word": " موجود", "probability": 0.9912109375}, {"start": 884.87, "end": 885.07, "word": " أو", "probability": 0.775390625}, {"start": 885.07, "end": 885.43, "word": " الحكي", "probability": 0.8421223958333334}, {"start": 885.43, "end": 885.51, "word": " اللى", "probability": 0.954833984375}, {"start": 885.51, "end": 886.83, "word": " حكيناه", "probability": 0.955859375}, {"start": 886.83, "end": 887.51, "word": " بقول", "probability": 0.943359375}, {"start": 887.51, "end": 888.07, "word": " basically", "probability": 0.390380859375}, {"start": 888.07, "end": 888.41, "word": " it", "probability": 0.9326171875}, {"start": 888.41, "end": 888.75, "word": " aims", "probability": 0.86572265625}, {"start": 888.75, "end": 888.91, "word": " to", "probability": 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"word": " بقيمة", "probability": 0.9425048828125}, {"start": 915.51, "end": 916.01, "word": " ثابتة", "probability": 0.9638671875}, {"start": 916.01, "end": 916.53, "word": " كلهم", "probability": 0.833984375}, {"start": 916.53, "end": 916.97, "word": " بياخدوا", "probability": 0.9654296875}, {"start": 916.97, "end": 917.29, "word": " نفس", "probability": 0.998046875}, {"start": 917.29, "end": 918.45, "word": " الزيادة", "probability": 0.9435546875}, {"start": 918.45, "end": 918.91, "word": " but", "probability": 0.7861328125}, {"start": 918.91, "end": 919.15, "word": " no", "probability": 0.84765625}, {"start": 919.15, "end": 919.35, "word": " more", "probability": 0.94189453125}, {"start": 919.35, "end": 919.51, "word": " than", "probability": 0.9462890625}, {"start": 919.51, "end": 920.59, "word": " 255", "probability": 0.89404296875}, {"start": 920.59, "end": 921.45, "word": " no", "probability": 0.5234375}, {"start": 921.45, "end": 921.93, "word": " less", "probability": 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auto", "probability": 0.294921875}, {"start": 1540.38, "end": 1540.76, "word": " تحيط", "probability": 0.63812255859375}, {"start": 1540.76, "end": 1540.86, "word": " ل", "probability": 0.59912109375}, {"start": 1540.86, "end": 1541.42, "word": " معانا", "probability": 0.7762858072916666}, {"start": 1541.42, "end": 1542.56, "word": " الصورة", "probability": 0.9021809895833334}, {"start": 1542.56, "end": 1542.78, "word": " بعد", "probability": 0.97119140625}, {"start": 1542.78, "end": 1543.34, "word": " عملية", "probability": 0.9825846354166666}, {"start": 1543.34, "end": 1543.58, "word": " ال", "probability": 0.611328125}, {"start": 1543.58, "end": 1543.98, "word": " brightness", "probability": 0.98095703125}, {"start": 1543.98, "end": 1545.42, "word": " تمام؟", "probability": 0.5922037760416666}, {"start": 1545.42, "end": 1545.52, "word": " اللي", "probability": 0.86474609375}, {"start": 1545.52, "end": 1545.64, "word": " هي", "probability": 0.72900390625}, {"start": 1545.64, "end": 1545.9, "word": " ال", "probability": 0.8427734375}, {"start": 1545.9, "end": 1546.3, "word": " return", "probability": 0.95458984375}, {"start": 1546.3, "end": 1546.62, "word": " تبع", "probability": 0.9016927083333334}, {"start": 1546.62, "end": 1546.74, "word": " ال", "probability": 0.93408203125}, {"start": 1546.74, "end": 1547.08, "word": " function", "probability": 0.9697265625}], "temperature": 1.0}, {"id": 66, "seek": 157532, "start": 1548.72, "end": 1575.32, "text": "خلاص؟ طيب ايش بكتب جواة ال function؟ create a new image brightness image طبعا الصورة الجديدة احنا ما سميناها جيوز .. انتي ساميها اللي بدكيها الصورة الجديدة الأصل اسمها image تمام؟ الصورة القبي اللي راح نعمل عليها التحسين اسمها brightness image اسمها ايش؟ brightness image هنعمل two dimension", "tokens": [9778, 1211, 33546, 22807, 23032, 1829, 3555, 1975, 1829, 8592, 4724, 4117, 2655, 3555, 10874, 14407, 3660, 2423, 2445, 22807, 1884, 257, 777, 3256, 21367, 3256, 23032, 3555, 3615, 995, 31767, 13063, 3660, 25724, 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1569.94, "word": " brightness", "probability": 0.96923828125}, {"start": 1569.94, "end": 1570.6, "word": " image", "probability": 0.947265625}, {"start": 1570.6, "end": 1571.28, "word": " اسمها", "probability": 0.9754231770833334}, {"start": 1571.28, "end": 1571.82, "word": " ايش؟", "probability": 0.8255615234375}, {"start": 1571.82, "end": 1572.3, "word": " brightness", "probability": 0.97119140625}, {"start": 1572.3, "end": 1573.4, "word": " image", "probability": 0.94677734375}, {"start": 1573.4, "end": 1574.4, "word": " هنعمل", "probability": 0.95703125}, {"start": 1574.4, "end": 1574.7, "word": " two", "probability": 0.88623046875}, {"start": 1574.7, "end": 1575.32, "word": " dimension", "probability": 0.658203125}], "temperature": 1.0}, {"id": 67, "seek": 159913, "start": 1576.37, "end": 1599.13, "text": "الريه ليش two dimension؟ عشان بدنا نقرأ ال raw و ال column فهنروح نعمل for each raw in image يعني for I من صفر لتلاتة من صفر لتلاتة فح؟ و بعدين for each column in main image للصورة الأصلية", "tokens": [6027, 16572, 3224, 32239, 8592, 732, 10139, 22807, 6225, 8592, 7649, 47525, 8315, 8717, 4587, 2288, 10721, 2423, 8936, 4032, 2423, 7738, 6156, 3224, 1863, 32887, 5016, 8717, 25957, 1211, 337, 1184, 8936, 294, 3256, 37495, 22653, 337, 286, 9154, 20328, 5172, 2288, 5296, 2655, 1211, 9307, 3660, 9154, 20328, 5172, 2288, 5296, 2655, 1211, 9307, 3660, 6156, 5016, 22807, 4032, 39182, 9957, 337, 1184, 7738, 294, 2135, 3256, 24976, 9381, 13063, 3660, 16247, 36520, 10632], "avg_logprob": -0.22098213821262508, "compression_ratio": 1.4782608695652173, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 1576.37, "end": 1577.29, "word": "الريه", "probability": 0.531005859375}, {"start": 1577.29, "end": 1577.93, "word": " ليش", "probability": 0.845947265625}, {"start": 1577.93, "end": 1578.07, "word": " two", "probability": 0.76025390625}, {"start": 1578.07, "end": 1579.11, "word": " dimension؟", "probability": 0.4593505859375}, {"start": 1579.11, "end": 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فح؟", "probability": 0.4403483072916667}, {"start": 1593.69, "end": 1593.91, "word": " و", "probability": 0.86962890625}, {"start": 1593.91, "end": 1594.33, "word": " بعدين", "probability": 0.945068359375}, {"start": 1594.33, "end": 1594.65, "word": " for", "probability": 0.9521484375}, {"start": 1594.65, "end": 1595.03, "word": " each", "probability": 0.9541015625}, {"start": 1595.03, "end": 1595.57, "word": " column", "probability": 0.91455078125}, {"start": 1595.57, "end": 1596.55, "word": " in", "probability": 0.9697265625}, {"start": 1596.55, "end": 1597.01, "word": " main", "probability": 0.82958984375}, {"start": 1597.01, "end": 1597.47, "word": " image", "probability": 0.9345703125}, {"start": 1597.47, "end": 1598.61, "word": " للصورة", "probability": 0.791259765625}, {"start": 1598.61, "end": 1599.13, "word": " الأصلية", "probability": 0.7849934895833334}], "temperature": 1.0}, {"id": 68, "seek": 161298, "start": 1600.56, "end": 1612.98, "text": "طبعا انت قمت للصورة الأصلية و اللي عملتيها للي .. التان تان مفروض طولهم بقى زي بعض .. بيفرقش .. المهم يعني ال dimension تبع عياشم أصل هو نفس ال dimension تبع مين ال brightness .. مين ما أخدت ما .. مش قضية كبيرة", "tokens": [9566, 3555, 3615, 995, 16472, 2655, 12174, 2304, 2655, 24976, 9381, 13063, 3660, 16247, 36520, 10632, 4032, 13672, 1829, 6225, 42213, 31371, 11296, 5296, 20292, 4386, 16712, 7649, 6055, 7649, 3714, 5172, 32887, 11242, 23032, 12610, 16095, 4724, 4587, 7578, 30767, 1829, 45030, 11242, 4386, 4724, 33911, 2288, 4587, 8592, 4386, 9673, 16095, 37495, 22653, 2423, 10139, 6055, 3555, 3615, 6225, 1829, 33599, 2304, 5551, 36520, 31439, 8717, 36178, 2423, 10139, 6055, 3555, 3615, 3714, 9957, 2423, 21367, 4386, 3714, 9957, 19446, 5551, 9778, 3215, 2655, 19446, 4386, 37893, 12174, 11242, 10632, 9122, 3555, 48923], "avg_logprob": -0.30957032305498916, "compression_ratio": 1.7035175879396984, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 1600.56, "end": 1600.84, "word": "طبعا", "probability": 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"probability": 0.97412109375}, {"start": 1611.4, "end": 1611.48, "word": " ما", "probability": 0.642578125}, {"start": 1611.48, "end": 1611.82, "word": " أخدت", "probability": 0.676849365234375}, {"start": 1611.82, "end": 1612.0, "word": " ما", "probability": 0.67236328125}, {"start": 1612.0, "end": 1612.16, "word": " ..", "probability": 0.8779296875}, {"start": 1612.16, "end": 1612.32, "word": " مش", "probability": 0.9736328125}, {"start": 1612.32, "end": 1612.66, "word": " قضية", "probability": 0.9763997395833334}, {"start": 1612.66, "end": 1612.98, "word": " كبيرة", "probability": 0.9931640625}], "temperature": 1.0}, {"id": 69, "seek": 163964, "start": 1614.4, "end": 1639.64, "text": "يعني مثلا من صفر لتلاتة من صفر لتلاتة عشان نجيب ال raw نجيب مين؟ ال column طيب إيش بدنا نسوي جواتهم؟ set مين؟ إيش يعني ال set؟ بدنا نخلي قيمة الجيل الجديدة اللي هي ال brightness image إيش بدنا ناخد قيمتها؟ ال brightness image column و raw column و raw يعني صفر و واحد", "tokens": [40228, 22653, 50113, 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{"start": 1614.94, "end": 1615.04, "word": " من", "probability": 0.95556640625}, {"start": 1615.04, "end": 1615.28, "word": " صفر", "probability": 0.88720703125}, {"start": 1615.28, "end": 1615.74, "word": " لتلاتة", "probability": 0.814453125}, {"start": 1615.74, "end": 1615.88, "word": " من", "probability": 0.56884765625}, {"start": 1615.88, "end": 1616.16, "word": " صفر", "probability": 0.9864908854166666}, {"start": 1616.16, "end": 1616.72, "word": " لتلاتة", "probability": 0.9611328125}, {"start": 1616.72, "end": 1617.02, "word": " عشان", "probability": 0.9737955729166666}, {"start": 1617.02, "end": 1617.26, "word": " نجيب", "probability": 0.9927978515625}, {"start": 1617.26, "end": 1617.36, "word": " ال", "probability": 0.89697265625}, {"start": 1617.36, "end": 1617.46, "word": " raw", "probability": 0.33642578125}, {"start": 1617.46, "end": 1617.74, "word": " نجيب", "probability": 0.9442138671875}, {"start": 1617.74, "end": 1618.22, "word": " مين؟", "probability": 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إيش", "probability": 0.9539388020833334}, {"start": 1631.1, "end": 1631.26, "word": " بدنا", "probability": 0.736572265625}, {"start": 1631.26, "end": 1631.48, "word": " ناخد", "probability": 0.9659830729166666}, {"start": 1631.48, "end": 1632.4, "word": " قيمتها؟", "probability": 0.99072265625}, {"start": 1632.4, "end": 1632.5, "word": " ال", "probability": 0.98046875}, {"start": 1632.5, "end": 1632.88, "word": " brightness", "probability": 0.990234375}, {"start": 1632.88, "end": 1633.4, "word": " image", "probability": 0.93701171875}, {"start": 1633.4, "end": 1633.96, "word": " column", "probability": 0.48291015625}, {"start": 1633.96, "end": 1634.32, "word": " و", "probability": 0.90625}, {"start": 1634.32, "end": 1634.54, "word": " raw", "probability": 0.888671875}, {"start": 1634.54, "end": 1636.44, "word": " column", "probability": 0.6064453125}, {"start": 1636.44, "end": 1637.3, "word": " و", "probability": 0.95751953125}, {"start": 1637.3, "end": 1637.52, "word": " raw", "probability": 0.8935546875}, {"start": 1637.52, "end": 1638.16, "word": " يعني", "probability": 0.94287109375}, {"start": 1638.16, "end": 1638.84, "word": " صفر", "probability": 0.9749348958333334}, {"start": 1638.84, "end": 1639.2, "word": " و", "probability": 0.98095703125}, {"start": 1639.2, "end": 1639.64, "word": " واحد", "probability": 0.9736328125}], "temperature": 1.0}, {"id": 70, "seek": 166319, "start": 1641.85, "end": 1663.19, "text": "واحد و واحد اتنين و واحد تلاتة و واحد لإن هي هيقرأ column بعدين الربح بيطلع عليه فحق ولا لأ؟ okay فمثلا صفر و واحد إيش هتاخد القيمة تبعت صفر و واحد اللي موجودة وين؟ في ال image الأصلية و نزود عليها ال B اللي إنتي دخلتيها", "tokens": [14407, 24401, 4032, 36764, 24401, 1975, 2655, 1863, 9957, 4032, 36764, 24401, 6055, 1211, 9307, 3660, 4032, 36764, 24401, 5296, 28814, 1863, 39896, 39896, 4587, 2288, 10721, 7738, 39182, 9957, 2423, 25513, 5016, 4724, 1829, 9566, 1211, 3615, 47356, 6156, 5016, 4587, 49429, 5296, 10721, 22807, 1392, 6156, 2304, 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{"start": 1656.85, "end": 1656.99, "word": " و", "probability": 0.986328125}, {"start": 1656.99, "end": 1657.29, "word": " واحد", "probability": 0.967529296875}, {"start": 1657.29, "end": 1657.45, "word": " اللي", "probability": 0.81201171875}, {"start": 1657.45, "end": 1657.91, "word": " موجودة", "probability": 0.990966796875}, {"start": 1657.91, "end": 1658.41, "word": " وين؟", "probability": 0.8497721354166666}, {"start": 1658.41, "end": 1658.89, "word": " في", "probability": 0.80615234375}, {"start": 1658.89, "end": 1658.99, "word": " ال", "probability": 0.98828125}, {"start": 1658.99, "end": 1659.21, "word": " image", "probability": 0.8486328125}, {"start": 1659.21, "end": 1659.87, "word": " الأصلية", "probability": 0.7786458333333334}, {"start": 1659.87, "end": 1660.93, "word": " و", "probability": 0.76123046875}, {"start": 1660.93, "end": 1661.31, "word": " نزود", "probability": 0.7176106770833334}, {"start": 1661.31, "end": 1661.67, "word": " عليها", "probability": 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"probability": 0.9775390625}, {"start": 1712.28, "end": 1712.5, "word": " هذه", "probability": 0.67529296875}, {"start": 1712.5, "end": 1713.54, "word": " الخورزمية؟", "probability": 0.8814290364583334}, {"start": 1713.54, "end": 1713.86, "word": " يعني", "probability": 0.919921875}, {"start": 1713.86, "end": 1714.04, "word": " لو", "probability": 0.96728515625}, {"start": 1714.04, "end": 1714.42, "word": " اجاكوا", "probability": 0.7958984375}, {"start": 1714.42, "end": 1714.82, "word": " سؤال", "probability": 0.9892578125}, {"start": 1714.82, "end": 1715.16, "word": " والله", "probability": 0.760009765625}, {"start": 1715.16, "end": 1715.34, "word": " هذه", "probability": 0.73388671875}, {"start": 1715.34, "end": 1715.7, "word": " الخورزمية", "probability": 0.99365234375}, {"start": 1715.7, "end": 1715.86, "word": " اش", "probability": 0.67041015625}, {"start": 1715.86, "end": 1716.36, "word": " بتعمل", "probability": 0.9384765625}, {"start": 1716.36, "end": 1716.54, "word": " او", 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