Modern Computer Vision PyTorch, Tensorflow2 Keras and OpenCV4__2022-02udemy

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文件数目：232个文件
文件大小：368.72 MB
收录时间：2025-06-18
访问次数：1
相关内容：Modern Computer Vision PyTorch Tensorflow2 Keras OpenCV4 2022-02udemy

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02 Download Code and Setup Colab/1 Modern Computer Vision__2022-02-25.7z
115.25 MB
16 Visualizing What CNN's Learn/6 Filter and Class Maximization.mkv
3.26 MB
18 Building and Loading Advanced CNN Archiectures and Rank-N Accuracy/2 Loading Pre-Trained Networks in PyTorch (ResNets, DenseNets, MobileNET, VGG19).mkv
3.05 MB
09 OpenCV Projects/06 Neural Style Transfer with OpenCV.mkv
2.79 MB
26 Face Recognition (Age, Gender, Emotion and Ethnicity) with Deep Learning/5 DeepFace - Age, Gender, Emotion, Ethnicity and Face Recognition.mkv
2.57 MB
18 Building and Loading Advanced CNN Archiectures and Rank-N Accuracy/1 Implementing LeNet and AlexNet in Keras.mkv
2.54 MB
04 OpenCV - Image Segmentation/2 Moments, Sorting, Approximating and Matching Contours.mkv
2.54 MB
22 Google DeepStream and Neural Style Transfer/5 Neural Style Transfer in Keras.mkv
2.53 MB
21 Transfer Learning and Fine Tuning/4 Keras Feature Extraction.mkv
2.41 MB
04 OpenCV - Image Segmentation/1 Contours - Drawing, Hierarchy and Modes.mkv
2.29 MB
09 OpenCV Projects/03 OCR with PyTesseract and EasyOCR (Text Detection).mkv
2.29 MB
29 Gun Detector - Scaled-YOLOv4/1 Gun Detector - Scaled-YOLOv4.mkv
2.25 MB
18 Building and Loading Advanced CNN Archiectures and Rank-N Accuracy/3 Loading Pre-Trained Networks in Keras (ResNets, DenseNets, MobileNET, VGG19).mkv
2.24 MB
19 Using Callbacks in Keras and PyTorch/2 Cats vs Dogs Classifier Using Callbacks in PyTorch.mkv
2.15 MB
24 Generative Adversarial Networks (GANs)/5 Keras DCGAN with MNIST.mkv
2.14 MB
03 OpenCV - Image Operations/01 Getting Started with OpenCV4.mkv
2.1 MB
19 Using Callbacks in Keras and PyTorch/3 Cats vs Dogs Classifier Using Callbacks in Keras.mkv
2.07 MB
21 Transfer Learning and Fine Tuning/5 PyTorch Fine Tuning.mkv
2.07 MB
03 OpenCV - Image Operations/09 Thresholding, Binarization and Adaptive Thresholding.mkv
2.06 MB
16 Visualizing What CNN's Learn/3 Keras Filter Visualization and Activations.mkv
2.05 MB
03 OpenCV - Image Operations/06 Scaling, Re-sizing, Interpolations and Cropping.mkv
2.02 MB
21 Transfer Learning and Fine Tuning/7 PyTorch Feature Extraction.mkv
1.98 MB
20 PyTorch Lightning/3 Auto Batch and Learning Rate Selection Plus Tensorboards.mkv
1.97 MB
15 Improving Models and Advanced CNN Design/12 Training a Fashion Classifider (FNIST) with Regularization Using PyTorch.mkv
1.89 MB
15 Improving Models and Advanced CNN Design/10 Training a Fashion Classifider (FNIST) with Regularization Using Keras.mkv
1.78 MB
31 Sign Language Detector TFODAPI EfficentDet/1 Sign Language Detector TFODAPI EfficentDet.mkv
1.77 MB
21 Transfer Learning and Fine Tuning/3 Transfer Learning and Fine Tuning with Keras.mkv
1.73 MB
43 Tracking with DeepSORT/2 DeepSORT with YOLOv5.mkv
1.73 MB
05 OpenCV - Haar Cascade Classifiers/1 Face and Eye Detection with Haar Cascade Classifiers.mkv
1.72 MB
24 Generative Adversarial Networks (GANs)/7 Super Resolution GAN.mkv
1.66 MB
53 Point Cloud Segmentation Using PointNet/1 Point Cloud Segmentation Using PointNet.mkv
1.66 MB
56 Low Light Image Enhancement MIRNet/1 Low Light Image Enhancement MIRNet.mkv
1.64 MB
18 Building and Loading Advanced CNN Archiectures and Rank-N Accuracy/5 Getting the Rank-N Accuracy in PyTorch.mkv
1.62 MB
07 OpenCV - Motion and Object Tracking/2 Object Tracking with Optical Flow.mkv
1.61 MB
01 Introduction/1 Course Introduction.mkv
1.6 MB
41 Deep Segmentation - U-Net, SegNet, DeepLabV3 and Mask R-CNN/1 Introduction to Deep Segmentation.mkv
1.59 MB
12 Building CNNs in PyTorch/5 Building Our Model.mkv
1.57 MB
16 Visualizing What CNN's Learn/8 Grad-CAM Plus.mkv
1.57 MB
14 Assessing Model Performance/1 Deep Learning Libraries PyTorch vs Keras Review.mkv
1.54 MB
49 Image Captioning with Keras/1 Image Captioning with Keras.mkv
1.54 MB
30 Mask Detector TFODAPI MobileNetV2_SSD/1 Mask Detector TFODAPI MobileNetV2_SSD.mkv
1.53 MB
08 OpenCV - Facial Landmark Detection and Face Swaps/2 Face Swapping with Dlib.mkv
1.53 MB
14 Assessing Model Performance/3 Confusion Matrix and Classification Report.mkv
1.53 MB
24 Generative Adversarial Networks (GANs)/4 Use Cases for GANs.mkv
1.52 MB
12 Building CNNs in PyTorch/7 Training Your Model.mkv
1.52 MB
10 OpenCV - Working with Video/1 Using Your Webcam and Creating a Live Sketch of Yourself.mkv
1.52 MB
23 Autoencoders/2 Autoencoders in Keras.mkv
1.51 MB
05 OpenCV - Haar Cascade Classifiers/2 Vehicle and Pedestrian Detection.mkv
1.51 MB
11 Deep Learning in Computer Vision Introduction/21 Deep Learning History.mkv
1.48 MB
09 OpenCV Projects/10 Add and Remove Noise and Fix Contrast with Histogram Equalization.mkv
1.47 MB