Deep learning project end to end | Potato Disease Classification - 2 :Data collection, preprocessing
📺 End to end deep learning project for potato disease classification. In this session, we will cover,
⭐️ Timestamps ⭐️
00:00 Three ways of collecting data
01:35 Coding begins
05:42 Load data into tf.Dataset
12:24 Data visualization
15:12 Train test split
27:10 Data augmentation
Code: https://github.com/codebasics/potato-disease-classification/blob/main/training/potato-disease-classification-model.ipynb
Dataset is taken from Kaggle: https://www.kaggle.com/arjuntejaswi/plant-village
Project Playlist : https://www.youtube.com/playlist?list=PLeo1K3hjS3ut49PskOfLnE6WUoOp_2lsD
Project Hindi Playlist : https://www.youtube.com/playlist?list=PLPbgcxheSpE1gl5WkrwtmRiCwiGMM8NdH
Deep learning tutorials: https://www.youtube.com/playlist?list=PLeo1K3hjS3uu7CxAacxVndI4bE_o3BDtO
Python tutorials: https://www.youtube.com/playlist?list=PLeo1K3hjS3uv5U-Lmlnucd7gqF-3ehIh0
All machine learning projects: https://www.youtube.com/playlist?list=PLeo1K3hjS3ut2o1ay5Dqh-r1kq6ZU8W0M
🌎 Website: https://www.skillbasics.com/
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❗❗ DISCLAIMER: All opinions expressed in this video are of my own and not that of my employers'.
Видео Deep learning project end to end | Potato Disease Classification - 2 :Data collection, preprocessing канала codebasics
⭐️ Timestamps ⭐️
00:00 Three ways of collecting data
01:35 Coding begins
05:42 Load data into tf.Dataset
12:24 Data visualization
15:12 Train test split
27:10 Data augmentation
Code: https://github.com/codebasics/potato-disease-classification/blob/main/training/potato-disease-classification-model.ipynb
Dataset is taken from Kaggle: https://www.kaggle.com/arjuntejaswi/plant-village
Project Playlist : https://www.youtube.com/playlist?list=PLeo1K3hjS3ut49PskOfLnE6WUoOp_2lsD
Project Hindi Playlist : https://www.youtube.com/playlist?list=PLPbgcxheSpE1gl5WkrwtmRiCwiGMM8NdH
Deep learning tutorials: https://www.youtube.com/playlist?list=PLeo1K3hjS3uu7CxAacxVndI4bE_o3BDtO
Python tutorials: https://www.youtube.com/playlist?list=PLeo1K3hjS3uv5U-Lmlnucd7gqF-3ehIh0
All machine learning projects: https://www.youtube.com/playlist?list=PLeo1K3hjS3ut2o1ay5Dqh-r1kq6ZU8W0M
🌎 Website: https://www.skillbasics.com/
🎥 Codebasics Hindi channel: https://www.youtube.com/channel/UCTmFBhuhMibVoSfYom1uXEg
#️⃣ Social Media #️⃣
🔗 Discord: https://discord.gg/r42Kbuk
📸 Instagram: https://www.instagram.com/codebasicshub/
🔊 Facebook: https://www.facebook.com/codebasicshub
📱 Twitter: https://twitter.com/codebasicshub
📝 Linkedin (Personal): https://www.linkedin.com/in/dhavalsays/
📝 Linkedin (Codebasics): https://www.linkedin.com/company/codebasics/
❗❗ DISCLAIMER: All opinions expressed in this video are of my own and not that of my employers'.
Видео Deep learning project end to end | Potato Disease Classification - 2 :Data collection, preprocessing канала codebasics
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