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Browse files- app.py +65 -0
- crop_model.pkl +3 -0
app.py
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from flask import Flask, render_template, request
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import numpy as np
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import pickle
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app = Flask(__name__)
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# Load trained model and scaler
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with open("crop_model.pkl", "rb") as f:
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model = pickle.load(f)
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with open("scaler.pkl", "rb") as f:
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scaler = pickle.load(f)
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# Dictionary mapping crops to online image URLs
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crop_images = {
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"rice": "https://milnepublishing.geneseo.edu/app/uploads/sites/235/2020/06/image1-34-1024x768.jpeg",
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"maize": "https://www.khethari.com/cdn/shop/articles/mn.jpg?v=1718961603",
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"chickpea": "https://media.istockphoto.com/id/638538708/photo/woman-showing-chickpeas-in-close-up.jpg?s=612x612&w=0&k=20&c=ZAZ-5i5KuuteCEOZrrwQ3S30yh-ptUVwZ752-LG90cg=",
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"kidneybeans": "https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcQtea-pQI3utsbr3qD0tlwQvciiow6maVF8IQ&s",
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"pigeonpeas": 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",
|
| 21 |
+
"mothbeans": 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",
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",
|
| 23 |
+
"lentil": 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YrhLwypnWWnDyBb6kZQ6NyupJG46EEEH2qTKuHnxHnY+HFf4iN276B19+VEsDG2YSiWVQkUahSFvZjctpW97Xub9qZ8ROiqXbyxRrcgdFXkF9eQFPHfYXJrXkR+JsriwbxCKSRnYa2DafKt7Ly6mxPtTNk+JEiA33tSJmeNbETPM3NjsPwqNlUewAorkU5UFb1Gfdj1rYRxsm7b1rELR++4qHMMKUAJ5HlUun7MVudk2qDkeL1xmM/Dp2+nUUoYxrI1H8Bi7bWBuLb9KAZom5T1p4StmQb4AySN4JsVKHkWIqohj+Jiw+NzvojHe3Oj+ZZ1CiqBg4D/x63/+1KWQYh4GBidkbupKn6ij+dZ/iVtpncE8ztf/AKudRyK5F04ssvjcTp1jBYSGPnrlhWNLdwZDdvZbmqWH4tkMjpG0fh38hEMaXHQ207Un5pi5JW1SOzt3Zix+pqfIUu/tvVVjrZm1WjoGGzHEEgGW997AKP2FE80nYQF7kkDudqWMjJ1SP2G1Hs3xH/8APb8XepypyXgTV7FrLeLGtpudX6H3FF4+KkCESItjzKjST9Nq5jhpt6LYUhwVJ3pZxr8jIcMpnwxlaRJQCykBX28xta5HShWf5RiEg8RkLXbzMnmUWLG+obWNxQR8qboaIZRjMThz5ZyF/CTsfcGqRmkq8GcfICTEWFq9pqfMoGOp4oSx5m1rn5GvKa0C2e5jlixv5C1lJDBrXHZtuhotqPiRt1VF+lrCtMvBxXgPcDWoDk/iXYg+pI/Wi08I8VAB2B+RtQaULl8EW29Mu5nl00+DmWP4n0qL9VUgkCuWJhHiYqwII2INd5ixgQIhYbbexO+/ztQHjPJgVLlFL9SOtRxypUzo+2+No5HmJuK3yHC+YMRexG3f0ohjMGignr0FGeAsvEs6KeS+Zvly/wB+lXclGNgbDmHyciMKfik3c9gfu15iMq8Vrsfsl+EDkTbbp1rpWGyeNiWPM/t2tXsvDygHTyve38fvXPwbdsHBnPp8rlILqb9vS1X+HZ2jbnfmGX7pB+IEd6bsPhgivdTYde/qB+lDMx8IWZR5uoHT1NqZySRuLRzDMT4GKlSM+UMwtzGluaHvsbH2p5yHF6MAyxgtpUHTtfTqJYb9gTbvakTihr4jULFXJ3At8JsdXc9b9QRT1wdleqGT7VtlICi3lNjY3Pr0qGfi1GT9x4Wm0J/EOVwxJ/cwX8BzqIt8Jbla3S+1uh9xSNj8wZ7gbL27+9dNw7xukgIvEdsTEL3Q3t48Q/D1I6EVz/inh58K9wfEhb4JBuGHYnvXRjy36WLx8gNjU2X4YyyKg5k/+zVQU4cK5fpjMpHme4X0Qc/qf2q6BJ0g1CAihEFlG3uepNLXGWYk2w6nYENJ6t0X5c/c+lGcXivCGo8+Sjue/sKVc3iIk1H73m9700k1ESHYNhS1W4JLMKru9Yqki9jakUb7KsYMxBdEN72IqxOtkHyoZlOKuNJojmFxakiqtE5dGYJt+X/ioMThCXYnbfcnkKnwHO5NgN6tRnxGJOyDc/5PeqYoW2/AnKjWbL1iaMB9RZQ3K1geQPyqLPltao5Jy0xY9f0A2A+lR5uWbobAVGd8y0eti7iH3otkIFjvuaDvzoxw7hSz+lWYG9DdlAspFudvpRLHRl8M0YIF7i/vyrzCwqBWYp1aCRD1BsfUVssFSZKMrkcqbCtG7I+zKbGrccVt6Px4I4xChUjEIPK9jaQD7rHlqoGjEXVhYjY/KlRc8nkb8R+tUZCb7k1bnm2ofJPSxRiTUKyoKyjRqH7hGVksh5Bww35X2I/anUYcnEqtrgMWJA5DZv2paw2Xqi69YYsRb29qY80kkRWmj3Z40Ub8mey3PsBepzal0T6eyxis2SOTW26p8QP5j/6o5NGuIiOlroRce3auQZpPoMsbv4hIsT+bn+lUsn4qxOGBVHupFrHe3tWeNNHZHPFN60WMyFpWQHYMf3o5wsWjLspsdvmKUsHiDJIWPMm5pz4fJ0ufUU+b1TSOJ9MdOH89fWLn610KGcMAbjeuQYOaxuuxpzyjMjpNz0v8+29TdwY+OXuN7ID0oVLlSrGwA1GxuTa59ttqnwmKuAL+vfb3qlxFiwIZTqI0oTztzB/waWTjJJ0XvRwj+41zEtcgO+1/xPtYdP8AxXS+D5NEcthcLGzkc2JtqAH/AC3+dcryBQdB7uSfkF5/U12PIVAxMoBF9gAOwsB/2mjngvtK+u/1JJ+r9+RBzAxwYozrJdSSV0mxKsb2ZSCCOYtUk+dQMphESmF7agxJGrqUW/k37V5/U7KRAC42+10gejpqPyBXb3pEhn9bjtS/bUtp7BsJ55wpp0ywHXCxA53aMk2s3cX60ZxOIWFQOSqAoHtsLepqfhrEYaVfCZ2ik20kteNt76Xv8O/WqvF3DsoJk0tZdyh+7+ZSNmU9xVceR3UuwSVi9j8UZCWb5eg7VWzyQnw79Erx36VrxALCL1SuzKvShIdgeRqv4HMNI0kAihhNbLU2VoJAhXuvKjeLnDqludbcIZDBPYzvJdgdKJYHqAWdgevQD59KlzXLxBsDqBvpJ5gdQwHUVDuaEk9FO5YhF3/k9/ap8exRQi8zz/gfzUeAjO7dAL/LtW0R82tuddcqiuKJR7tl/h/LBcPJy6D/ADRDiCceEyoBbqarxOWsqmqWeYshfC+tqm0lsotinp3ps4disvvSysd2tTnlSWUVsa5MGToLo55AVbhwILKG5HnVWCw3J2pm4dlBJYgFQAOVzckVL6lgxxtiNn3EOJjldY7RxodIjAAFhyJ7mh4lhxvle0WJ6P8Adc/m/wA11P8AqHwskkXioAJB8tQG9j6/4riOMwhv5eY/SgkltFmvcF51hJYJDHItiOR6Ed1PUUMUXroWS4gYlDhsYupV+GXbUnz/AIoJnvDL4VrnzRn4XHIjp86ZST15NddgRMObV5UpnNZWBY4+LoO9/KdPyPL9ac8fidEKBiDZA7WIPK9hevRwnBKpUNI0mi99tyN9x8qTOIsyKKYB8TAavQDkKnOPKSSJR2qBmLh1FnG4JJ+tCZtjRDCyaBzqSXExn4gKdt+UOiplcg1U35XjAAy9+tAFmgsLG1XsqmRn0hr3G3uKnfqs0loYIsTvtTDl2LNunzpcw2F370dwqBanOQsRowGIJ5f+qX+Nse3gSC5I0kcz2tv33ohhMVYbdKUuOMafB0nYswA+W5qUZWyl6FXIEvGV/MbfMC/7Cuk8MTEYhOt1QE+oRRv9K5llT2BP5v4FN2S48rIhPf8AS9dWVp469kStqQ//ANTMkE+CmI+MAMvL4kG3tcXF/WvmyPEEG1fVGaYnVh99wV68vc180ZxgBfWvLrSYpKTa/L9TolVm0E45janTIuJ5UQIdMigbJJuP+U81+Vc5iNqvYbHEbVVwtbE6HWf+xxjkaWw819wCCCfQG1QZzwrFZL4pFsLDxFK3+YuBQSXDmQeJGLyLzt2ok2dKkaBjrJHmVt7UjlOKpO/g1IHScEyN/pSwSeiyC5+RobjOF8XELvBIB3A1D6remTB4mF2+xKxH8wvv70UGNx0ViumVfym36UVOX70bYv4KUKAqqQV697W5/MVNml3QHYnVfb1vQ7HynxS2lkJOq3Y9bGiGJjmaB3VWYAgkgdKWNxafyI1oHYmTSAo+fr6e1aRTdfpVTESarVqXttV1O9s1VoJf3zAbGqJlLEkm5qxgorhmPQbVQw53NLJ2hkifCrdxTLDiLAW6Ut4Y+ejeAI3p4fhoSfZf8ZnARTuSB7km1dIyXJyDpViFTSOYPiPyc26AbiuZZTmK/wBwihLjUNzzv0/W1dbwOOgQr9rGNifjA636neufMpKVUdn0cE7k/Afz9AcM9+aqG+a7/rYj5186ZqwM8qpyDsB9a6txHxpEkE6xyLPKBYlbFFv8IYjYn0HY1xjILu5BJuST7k1VPyLkjTpBnLsnllUxxrdiOd7fMnoKZMqwBaNsLiZYZVI20uGdDRXIcGBE8INnbYnrsL2rmGNwzwztpJUgnlsalFN2+ifHWwjiuAZw7aCGS+x7isreDiyZFC7G21zWU/KXsLTOrZADHMWA2jVr3577XrhfEOcGbESyd3a3tfa1dvjNyzA3JgkPpqCnpXIOI+C5sJBDiHsUlVTfszb6be1D6eDUpNv2NF+mhfExPM1MdxVJjtW8U1dUqQKMmjopwhf+6i9SR+hoYJrm1EsmYpNG6i5Drt335VLL+FjK+jqkMVj61riWt1+tJub8WSmZkiIVAxUEbkgG17nvW+JxLNsXa/ua5I421cidUNy5gFFywA6m9qVM1xD4p2dVJjiH6EgFiOfMiqgW/Mkn1q5k+IML+Ja6gHUvRlIsyn3FBY1AKZSy4fHfo38Cj+GTkRyFqF5phRDKwQ/ZyASIe6NfY+o5fKreWT+YX5VeVShT9hJHZNIbDobfdFfPz7MyN3IPuDau+ZHjVbBg3sVFcL4nh04qa3wmRj9Tf+aj9I0218f2LS6TFzGx6Dao4huKv42LUt+oqrAnmFd8dCydovYbGPEzFDba1QA6ySeZqR5ATapZSABYb0kIp+oVtopSqRVnLM2kBsGb61ribEXrTDRhQXqjSaphsOrmxKl5gCg2G25PvUmA4tkRg0T2A20MAUI7UO4bxMEolw+IOlZLFH6Kwv8AvT5hsFCkcaQwoVJ3d9IQKOZJPU1w5pKEqr/wqoWgZLl+FzBS8AEGJ6xckc90PSknMMJJFL4ciFWB5GmTifBJh5hNh3BhdiF08gRzsfe9FosbFjEWLF7MP9OcDzKez/iWnjIVqnsXpBaM27UEw8R3vTPnWUyQHQ9rEeVhurDuDS+IQDuSapaoVs1jGkn15VclcgaRz21f4qKNhzA2HL37/KsXqxNrC5PauiEUtk5ys8ln8NTIefJfVjQTE4+SQWLHTe9ulz+9e5nmPi2AFlXl/k1VQ1KUuTsrBOKCGHkYIVBNjzHS462pu4GwypeVxexFv3pSjXy0x8IYnTJHq+DUt+3MCkfRSD3Z0rJkUykj4m3Pud/lSJ/VDL2gmEgB0Pffs3UV0AZUcQJfCKoXRgrEkC/c25dqHccZU0uAImIaaJQwIOxKjcg9QVvUorjN278CxUqOHtMSede1pWV0UajvXCOMCldV9Q1AD0Isaq/1tgMqYZUZdKK7kX5AAb1Jwll7LmCKSDE8TuG7jbb33qHjbI3VMc51NyWLrZLKQoHuTUMSmsmugR1A4k4qFTvTJmPCuIhw/wDcTKI0YgIGNmck9F52tvS+2GPOuqQUQtsaP8OuhL63KHw30NYn7Taym24uNQv0uKEDDk1bwiWpJdBsuxYa5HerGMzQLIQPMvK/eqmIc2oZK3Wp8VLbBVjhgcyhYbsAex2qtjs3TVoTcdT0+VKsb1KT1puCF4pD5LN42BDAebDtY9/Df+A371RwL73ue9V+FcePEMb7pKpjYe/I/I2NHsm4Zmby3TVvZdW5A6iubNkhjbjJ/kLxY5cIzExP2Ftj05muaY7MRPJM3d2I9r7fpauh4PVDhMVrUqyIxIPMEKbfxXGsPPpak+hV8pfI3gvwy3Ok1vFhiWN9rXrTEC7Ky1afFC+/M12TbAqA0zFWojFZhe9UcysW25VrFLo9qeDNJWibEAgVs4tF71vDiUc2NS40AeUcqZtN6FWuxddDej+WZoRF4Eyl473G9iPQHtUfhC2wqtKoXmd6DxcuxvuewxLnbP8AZiJBh1tZD923UHvUWHzPcqo8vT2oPBuOdX8NHtSTwxW0Hm2M+XZ8mjwMR54D/wBUZ/Eh6e1Ds9ydoSGQ+JC+6SDkR2PY0CzWSwAozwpnLRo0b+eFuanp+ZexoP4A1SKfhW2OwHP360FzfHlvINkHTue5p34hwZISWEAwttccw3XWDS03Danc4hVv+Vj+u1F5LSQsaTti0BUiLTEvCt/gxEZPTUrqP+rcUIxuBkhfw5FKtsfcHkwI2IPesiikn0WYl2+VMfDGWl9F7BS12J97bfK/1pcQ7U/5Dhl8CMXsy/H23AIpMkuMbLYManKmdD4ZdeQtpFxb8vWhHE0oTC4lyRpCFE5822AHytVPJc+wy2XxtLHUCrDTe172NyNOx39KXf6icRRSwrFC4ZC9yRyOkdPS5H0rlxfccqa82dWThGCafj9f2zmDc69r1kuedZXonBaOif064tMcqRyNsp2J32OxFdezbinBRRtPKbgKOQJ58gByv618u3IIINjXZf6b46PH4WXAT2LMp0k879x89655x4u115AtHOOOeLHx+I8QgrEu0afhXufU0GWbaps6yx4JnhcWZGKke1RRxbV0Rjy6NI3hlqZjVZ4yKyNqnJNdgJsTJtQx7sbCiOJXasynDaiQouxNhRiqVjJkeW5eXbQoux/3vV7O8qEAUarsaYNKYGPexlalqPCzYucKu7udr8lHUk9ABQUjdlfKmPirY23v9KZRm8gnDFz5bBTfl12qWLKcBDLo/uS8ybMbAJqOxVb8yPc1HiMp1MpOydT19rcxeuaahllT9hXrY/8AG+c+LlhlHxypGjHvZgT+gNcWkBveu2YPKIsTl8sWo60GpL8lKi4J9OY+dcmxkSoxUkG3UG4+RofRVGDj7MzbeybCygoO4qg2ouaJ5Zhw3LrU+GylzLuu1ddW2wJAjG4QgXqmiki1NGcw2FrUAiTeji2tml6dEeWQeaiWJmUHepMNh7b1VxWDvvTRnTA1yIJ8dtYVRYk1JNAVquXp5TGUaJ45qY8FH9neleJLkD1pyEWmIVJu0aSoXs2a7AdquZM2xFDsbJdzV/LJgrXoIEuhkwGJRCI5wfCci+9tJ/EKH59E2HkMbKGX4kbezIeRFRZtjRLuBawollFsdhzhXP28QLQMfvD70RP7U0sa7Jiz/wDnih2Tf/iNHeMYhPhsPjYj9mAI3TY+Gx32bnYm+xOx5c6UMyiIO4sRsfQjmDTLwBjY38TBTX8OZSAfwt0P6A/KufLcPUvHf5f6LRSq0C8Emq1X82zhxqVWID8wCbb9h7bVhy98O7xP8SEi/Q9iPQixoFj5LtVYu+jLR5JiT3NaRhnNqjVKIYCym9VURWyFsGRtWUVONXtWU9IXYEjNHeHMyfDTJMhsVINe1lRStUyjH7+quVJiIIc0iFi1klHLe2x9e30rmSrYVlZVPpXcDMrYieo4W61lZS5nbMjaee9MfD8Iw8RxD822XrWVlSydJGYIzPEGVixN70Q4TxQDyJqKs6FVYC9u/wDH0rysqWb/AImOHsq/p9ERrkmdjqGygKLXuTvv0q+8ihHEagx8yTzYj4fYVlZRx5HKFv5/6/yQn2N39LyAC7Dcgq3axIHL/fOqf9Q/6fQgmbDro1XJW/lvzIA+737VlZSyXDE5R7/0isdxOYYd9Ei9gados3jty6dqysppTaqhodC7nGKVrkCgEa3Ne1lXwk8vgLmA6AaGTsVrKyp+Ror0lGY3oViBvXtZVDRLWXodS05Tm0fyrKysxJdibij5yanwZ3rKylYz6Lw2rVcQ0bB0NiCCCOhFZWV0+CKC3FMK4mBccgCsSEmXkPE/GvvSfhmZXVlNmBBB9RWVlcy2qKx6OkZ2RisImIAtIgCv6qeX0P70iPFY71lZSfTaTj7OhZE+FRSdxtUZYb2rKyrNtM0VZULGsrKysOf/2Q==",
|
| 24 |
+
"pomegranate": "https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcQNDHq8MvpKdQIU5RT6_fZFMvay9ROlMAmTYQ&s",
|
| 25 |
+
"banana": "https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcR9VRNnu932CogbHjCcfgb9QCWFU7liUCO77g&s",
|
| 26 |
+
"grapes": "https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcTD5neVADGdNQzybbHBo4QJ1eb-flFZ91Np6Q&s",
|
| 27 |
+
"mango": "https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcR13EvaR6kkgyNhF7qvrrWwVnYqTbJOFqh8Ew&s" ,
|
| 28 |
+
"watermelon": "https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcToMpUUnsbqiLkGgTOaL4HfARrciSRoi1UwYA&s",
|
| 29 |
+
"muskmelon": "https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcR0fgi0rFc6ph8kqIwp-XAN2IR6Se-RrC6CLg&s",
|
| 30 |
+
"apple": "https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcT70m6NOCO3N1jNPP0oIW4qnQSV7GfauCWcRQ&s",
|
| 31 |
+
"orange": "https://cdn.freshfruitportal.com/2022/06/oranges_68643514.jpg",
|
| 32 |
+
"papaya": "https://www.shutterstock.com/image-photo/big-orange-papaya-gree-tree-600nw-2489304241.jpg",
|
| 33 |
+
"coconut": "https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcSuNrGHCeY-9OhRTi9ViZ51mAHhMyVATxSSgw&s",
|
| 34 |
+
"cotton": "https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcTczS0FHRhnj4LzjhuI03bIgKeajlx2oEaePQ&s",
|
| 35 |
+
"jute": "https://upload.wikimedia.org/wikipedia/commons/8/8e/Jute_field.jpg",
|
| 36 |
+
"coffee": "https://images.unsplash.com/photo-1447933601403-0c6688de566e"
|
| 37 |
+
}
|
| 38 |
+
@app.route("/")
|
| 39 |
+
def home():
|
| 40 |
+
return render_template("index.html", prediction=None, crop_image=None)
|
| 41 |
+
|
| 42 |
+
@app.route("/predict", methods=["POST"])
|
| 43 |
+
def predict():
|
| 44 |
+
try:
|
| 45 |
+
N = float(request.form["N"])
|
| 46 |
+
P = float(request.form["P"])
|
| 47 |
+
K = float(request.form["K"])
|
| 48 |
+
temperature = float(request.form["temperature"])
|
| 49 |
+
humidity = float(request.form["humidity"])
|
| 50 |
+
ph = float(request.form["ph"])
|
| 51 |
+
rainfall = float(request.form["rainfall"])
|
| 52 |
+
|
| 53 |
+
data = np.array([[N, P, K, temperature, humidity, ph, rainfall]])
|
| 54 |
+
scaled_data = scaler.transform(data)
|
| 55 |
+
|
| 56 |
+
prediction = model.predict(scaled_data)[0]
|
| 57 |
+
# Use the dictionary to get the online image URL
|
| 58 |
+
crop_image = crop_images.get(prediction.lower().replace(" ", ""), None)
|
| 59 |
+
return render_template("index.html", prediction=f"🌿 Recommended Crop: {prediction.capitalize()}", crop_image=crop_image)
|
| 60 |
+
|
| 61 |
+
except:
|
| 62 |
+
return render_template("index.html", prediction="❌ Please enter valid values!", crop_image=None)
|
| 63 |
+
|
| 64 |
+
if __name__ == "__main__":
|
| 65 |
+
app.run(debug=True)
|
crop_model.pkl
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:635bd268dddca9b7c2ae680336c7e9192b2b7b3abe675f26d6815de78d2d00c8
|
| 3 |
+
size 3539906
|