Constructing object detection system, picture classification and picture segmentation fashions utilizing Pytorch, CNN, YOLOv, and SSD
What you’ll study
Be taught the essential fundamentals of object detection and picture classification
Discover ways to construct object detection system utilizing Pytorch and SSD
Discover ways to construct object detection system utilizing Pytorch and Quicker R-CNN
Discover ways to construct object detection system utilizing YOLOv
Discover ways to construct object detection system utilizing DETR ResNet
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Discover ways to construct manufacturing defect detection system utilizing OpenCV
Discover ways to construct waste classification mannequin utilizing Keras and Convolutional Neural Community
Discover ways to construct waste classification system utilizing OpenCV
Discover ways to construct damaged highway picture segmentation mannequin utilizing Unet
Discover ways to construct damaged highway detection system utilizing OpenCV
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Learn the way object detection system works, ranging from enter picture processing, characteristic extraction, area proposal, bounding field, and sophistication prediction
Learn the way picture classification system works ranging from knowledge assortment, labelling, preprocessing, mannequin choice, coaching, validation, predicting new picture
Discover ways to take a look at object detection and picture classification programs utilizing number of inputs like photographs and movies
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