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Computer Vision

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Building MLOps Pipeline for Computer Vision: Image Classification Task [Tutorial]

Nilesh Barla, 14 min
The introduction of Transformers in 2018 by Vaswani and the team brought a significant transformation in the research and development of deep learning models for various tasks. The transformer leverages a self-attention mechanism that was adopted from the attention mechanism by Bahdanau and the team. With this mechanism, one input could interact with other inputs…
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How to Train Your Own Object Detector Using TensorFlow Object Detection API

by Anton Morgunov, 14 min read
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Building a Facemask Surveillance System With Drone Technology and Deep Learning

by Brain John, 5 min read
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Image Processing Techniques That You Can Use in Machine Learning Projects

by Gopal Singh Panwar, 4 min read
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Computer Vision in Machine Learning Industry – Top 12 Best Resources and How to Use Them to Follow Current Trends

by Pawel Kijko, 3 min read
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Essential Pil (Pillow) Image Tutorial (For Machine Learning People)

by Derrick Mwiti, 5 min read
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Top 8 Image-Processing Python Libraries Used in Machine Learning

by Gopal Singh Panwar, 4 min read
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Best Image Processing Tools Used in Machine Learning

by Vitaliy Lyalin, 5 min read
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Implementing Content-Based Image Retrieval With Siamese Networks in PyTorch

by raulgombru, 7 min read
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How to Do Data Exploration for Image Segmentation and Object Detection (Things I Had to Learn the Hard Way)

by Jakub Cieślik, 11 min read
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Image Segmentation: Tips and Tricks from 39 Kaggle Competitions

by Derrick Mwiti, 5 min read
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Image Segmentation: Architectures, Losses, Datasets, and Frameworks

by Derrick Mwiti, Katherine (Yi) Li, 10 min read
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