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Advanced Computer Vision with TensorFlow
SqueezeNet: Efficient CNN Architecture
The Course Overview (1:35)
Loading and Exploring CIFAR10 Dataset (4:06)
SqueezeNet Architecture Design (8:09)
SqueezeNet Implementation (9:21)
Training and Evaluating SqueezeNet (8:09)
ResNet: Residual Learning for Image Recognition
Loading and Exploring Flower Dataset (5:38)
ResNet Architecture Design (9:41)
ResNet Implementation (7:18)
Training and Evaluating ResNet (6:39)
Xception: Depthwise Separable Convolutions
Loading and Exploring ImageNet Dataset (8:27)
Xception Architecture Design (7:56)
Xception Implementation (8:40)
Training and Evaluating Xception (7:14)
Conditional Generative Adversarial Network
Loading and Exploring MNIST Dataset (2:34)
ACGAN Architecture Design (4:33)
ACGAN Implementation (10:08)
Training and Evaluating ACGAN (8:37)
Loading and Exploring Flower Dataset
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