Coursera - Advanced Computer Vision with TensorFlow

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368.38 MB | 00:07:09 | mp4 | 1280X720  | 16:9
Genre:eLearning |Language:English

Files Included :
01 welcome-to-course-3  (56.95 MB)
02 classification-and-object-detection-intro  (8.32 MB)
03 segmentation-intro  (4.95 MB)
01 why-transfer-learning  (8.52 MB)
02 what-is-transfer-learning  (9.46 MB)
03 options-in-transfer-learning  (5.85 MB)
01 transfer-learning-with-resnet50  (6.77 MB)
02 resnet50-in-code  (7.98 MB)
01 network-architecture-for-object-localization  (7.33 MB)
02 evaluating-object-localization  (5.51 MB)
01 object-detection-and-sliding-windows  (13.74 MB)
03 r-cnn  (5.21 MB)
04 fast-r-cnn  (5.75 MB)
05 faster-r-cnn  (4.24 MB)
01 getting-the-model-from-tensorflow-hub  (4.1 MB)
03 running-the-model-on-an-image  (5.64 MB)
01 installation-and-overview-of-apis  (8.3 MB)
02 visualization-with-apis  (6.49 MB)
01 loading-a-retinanet-model  (10.76 MB)
03 loading-weights  (8.22 MB)
04 data-prep-and-training-overview  (5.8 MB)
05 custom-training-loop-code  (7.86 MB)
01 image-segmentation-overview  (8.51 MB)
02 popular-image-segmentation-architectures  (6.89 MB)
04 fcn-architecture-details  (8.73 MB)
05 upsampling-methods  (4.93 MB)
06 encoder-in-code  (5.39 MB)
08 decoder-in-code  (7.73 MB)
09 evaluation-with-iou-and-dice-score  (11.18 MB)
01 u-net-overview  (9.39 MB)
03 u-net-code-encoder  (4.95 MB)
04 u-net-code-decoder  (4.66 MB)
01 instance-segmentation  (7.75 MB)
01 why-interpretation-matters  (14.17 MB)
02 class-activation-maps  (6.42 MB)
03 fashion-mnist-class-activation-map-code-walkthrough  (11.47 MB)
01 saliency  (10.57 MB)
01 gradcam  (10.68 MB)
01 zfnet  (11.86 MB)

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