Deep Learning IIT KGP ( 41th to 50th Lecture )

Deep Learning IIT KGP ( 41th to 50th Lecture ):

41. Lecture 41 GoogleNet

42. Lecture 42 ResNet, Optimisers Momentum Optimiser

43. Lecture 43 Optimisers Momentum and Nesterov Accelerated Gradient NAG Optimiser

44. Lecture 44 Optimisers Adagrad Optimiser

45. Lecture 45 Optimisers RMSProp, AdaDelta and Adam Optimiser

46. Lecture 46 Normalization

47. Lecture 47 Batch Normalization I

48. Lecture 48 Batch Normalization II

49. Lecture 49 Layer, Instance, Group Normalization

50. Lecture 50 Training Trick, Regularization,Early Stopping

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