17 Advamced Convolutional Neural Networks/12 The ImageNet Dataset.mkv738.53KB
18 Building and Loading Advanced CNN Archiectures and Rank-N Accuracy/1 Implementing LeNet and AlexNet in Keras.mkv2.54MB
18 Building and Loading Advanced CNN Archiectures and Rank-N Accuracy/2 Loading Pre-Trained Networks in PyTorch (ResNets, DenseNets, MobileNET, VGG19).mkv3.05MB
18 Building and Loading Advanced CNN Archiectures and Rank-N Accuracy/3 Loading Pre-Trained Networks in Keras (ResNets, DenseNets, MobileNET, VGG19).mkv2.24MB
18 Building and Loading Advanced CNN Archiectures and Rank-N Accuracy/4 The Top-N or Rank-N Accuracy Metric.mkv350.83KB
18 Building and Loading Advanced CNN Archiectures and Rank-N Accuracy/5 Getting the Rank-N Accuracy in PyTorch.mkv1.62MB
18 Building and Loading Advanced CNN Archiectures and Rank-N Accuracy/6 Getting the Rank-N Accuracy in Keras.mkv1.1MB
19 Using Callbacks in Keras and PyTorch/1 What Are Callbacks.mkv542.04KB
19 Using Callbacks in Keras and PyTorch/2 Cats vs Dogs Classifier Using Callbacks in PyTorch.mkv2.15MB
19 Using Callbacks in Keras and PyTorch/3 Cats vs Dogs Classifier Using Callbacks in Keras.mkv2.07MB
20 PyTorch Lightning/1 Introduction to PyTorch Lightning.mkv966.4KB
20 PyTorch Lightning/2 Lightning Setup and Class.mkv1.09MB
20 PyTorch Lightning/3 Auto Batch and Learning Rate Selection Plus Tensorboards.mkv1.97MB
25 Siamese Network/1 Introduction to Siamese Networks.mkv771.81KB
25 Siamese Network/2 Training Siamese Networks.mkv439.56KB
25 Siamese Network/3 Siamese Networks in Keras.mkv1.47MB
25 Siamese Network/4 Siamese Networks in PyTorch.mkv1.31MB
26 Face Recognition (Age, Gender, Emotion and Ethnicity) with Deep Learning/1 Face Recognition Overview.mkv896.07KB
26 Face Recognition (Age, Gender, Emotion and Ethnicity) with Deep Learning/2 Facial Similarity Keras VGGFace.mkv1001.6KB
26 Face Recognition (Age, Gender, Emotion and Ethnicity) with Deep Learning/3 Face Recognition Keras One Shot Learning and Friends.mkv1.34MB
26 Face Recognition (Age, Gender, Emotion and Ethnicity) with Deep Learning/4 Face Recognition PyTorch FaceNet.mkv1019.52KB
26 Face Recognition (Age, Gender, Emotion and Ethnicity) with Deep Learning/5 DeepFace - Age, Gender, Emotion, Ethnicity and Face Recognition.mkv2.57MB
27 Object Detection/1 Object Detection.mkv1.14MB
27 Object Detection/2 History of Object Detectors.mkv1.04MB
27 Object Detection/3 Intersection Over Union.mkv362.69KB
27 Object Detection/4 Mean Average Precision.mkv913.43KB
27 Object Detection/5 Non Maximum Suppression.mkv348.97KB
27 Object Detection/6 R-CNNs, Fast R-CNNs and Faster R-CNNs.mkv1013.76KB
27 Object Detection/7 Single Shot Detectors (SSDs).mkv840.28KB
28 Modern Object Detectors - YOLO, EfficientDet, Detectron2/1 Introduction to YOLO.mkv743.52KB
28 Modern Object Detectors - YOLO, EfficientDet, Detectron2/2 How YOLO Works.mkv716.84KB
28 Modern Object Detectors - YOLO, EfficientDet, Detectron2/3 Training YOLO.mkv611.77KB
28 Modern Object Detectors - YOLO, EfficientDet, Detectron2/4 YOLO Evolution.mkv717.9KB
28 Modern Object Detectors - YOLO, EfficientDet, Detectron2/5 EfficientDet.mkv784.58KB
28 Modern Object Detectors - YOLO, EfficientDet, Detectron2/6 Detectron2.mkv972.35KB