Udemy - Complete Computer Vision Bootcamp With PyTorch & Tensorflow (1.2025)

1 - Introduction/1 - Welcome to the Course.html

146 B

10 - Basics of Object Detection/1 -What is Object Detection.mp4

148.66 MB

10 - Basics of Object Detection/1 -What is Object Detection.pdf

1.93 MB

10 - Basics of Object Detection/10 -Colab Link.url

108 B

10 - Basics of Object Detection/10 -FASTER RCNN with Pytorch Implementation.mp4

140.18 MB

10 - Basics of Object Detection/10 -Faster_RCNN_with_Pytorch.ipynb

1.17 MB

10 - Basics of Object Detection/11 -Colab Link.url

105 B

10 - Basics of Object Detection/11 -Custom Object Detection with YOLOv11.mp4

307.36 MB

10 - Basics of Object Detection/11 -Custom_Dataset_Training_with_YOLOv11.ipynb

1.03 MB

10 - Basics of Object Detection/12 -Colab Link.url

105 B

10 - Basics of Object Detection/12 -Custom Object Detection with Detectron2.mp4

233.39 MB

10 - Basics of Object Detection/12 -Custom_Dataset_Training_with_Detectron2.ipynb

5 MB

10 - Basics of Object Detection/2 -Object Detection Metrics.mp4

208.06 MB

10 - Basics of Object Detection/2 -OD Metrics.url

80 B

10 - Basics of Object Detection/3 -Bounding Boxes.pdf

1.15 MB

10 - Basics of Object Detection/3 -What are Bounding Boxes.mp4

50.55 MB

10 - Basics of Object Detection/4 -Colab Link.url

105 B

10 - Basics of Object Detection/4 -Getting started with YOLO.mp4

177.13 MB

10 - Basics of Object Detection/4 -Getting_Started_with_Yolov11.ipynb

12.84 KB

10 - Basics of Object Detection/5 -Colab Link.url

105 B

10 - Basics of Object Detection/5 -Getting started with Detectron2.mp4

137.15 MB

10 - Basics of Object Detection/5 -Getting_Started_with_Detectron2_Object_Detection.ipynb

33.41 MB

10 - Basics of Object Detection/6 -Object Detection Architectures.mp4

88.98 MB

10 - Basics of Object Detection/6 -Object Detection Architectures.pdf

955.11 KB

10 - Basics of Object Detection/7 -Paper.url

54 B

10 - Basics of Object Detection/7 -RCNN.mp4

76.67 MB

10 - Basics of Object Detection/7 -RCNN.pdf

1.44 MB

10 - Basics of Object Detection/8 -FAST RCNN.mp4

79 MB

10 - Basics of Object Detection/8 -Fast RCNN.pdf

1.24 MB

10 - Basics of Object Detection/8 -Paper Link.url

55 B

10 - Basics of Object Detection/9 -FASTER RCNN.mp4

129.65 MB

10 - Basics of Object Detection/9 -Faster RCNN.pdf

1.82 MB

10 - Basics of Object Detection/9 -Paper Link.url

55 B

11 - Image Segmentation/1 -001-Introduction to image segmentation.pdf

1.96 MB

11 - Image Segmentation/1 -Introduction to Image Segmentation.mp4

173.16 MB

11 - Image Segmentation/2 -002-Downsampling.pdf

825.79 KB

11 - Image Segmentation/2 -002-Downsampling.zip

1.37 KB

11 - Image Segmentation/2 -Downsampling.mp4

83.22 MB

11 - Image Segmentation/3 -003-Transposed convolution.pdf

891.46 KB

11 - Image Segmentation/3 -003-Transposed convolution.zip

1.27 KB

11 - Image Segmentation/3 -UpsamplingTransposed Convolution.mp4

89.45 MB

11 - Image Segmentation/4 -004-Segmentation Loss Functions.pdf

1.05 MB

11 - Image Segmentation/4 -004-Segmentation_Loss_Functions.zip

1.15 KB

11 - Image Segmentation/4 -Segmentation Loss Functions.mp4

88.49 MB

11 - Image Segmentation/5 -005-Fully Convolutional Networks (FCNs)-Research-paper-mentioned.txt

56 B

11 - Image Segmentation/5 -005-Fully Convolutional Networks (FCNs).pdf

1.61 MB

11 - Image Segmentation/5 -005-Fully Convolutional Networks (FCNs).zip

2.71 KB

11 - Image Segmentation/5 -Fully Convolutional Networks (FCNs).mp4

325.02 MB

11 - Image Segmentation/6 -006-Unet-Research-paper-mentioned.txt

66 B

11 - Image Segmentation/6 -006-Unet.pdf

1 MB

11 - Image Segmentation/6 -UNet.mp4

113.42 MB

2 - Python Prerequisites/1 - Complete Python Materials.html

48 B

2 - Python Prerequisites/1 -Anaconda Installation.mp4

156.24 MB

2 - Python Prerequisites/1 -Complete-Python-Bootcamp-main.zip

554.16 KB

2 - Python Prerequisites/10 -Preactical Exmaples Of List.mp4

82.23 MB

2 - Python Prerequisites/11 -Sets In Python.mp4

393.58 MB

2 - Python Prerequisites/12 -Dictionaries In Python.mp4

298.75 MB

2 - Python Prerequisites/13 -Tuples In Python.mp4

168.68 MB

2 - Python Prerequisites/14 -Getting Started With Functions.mp4

177.16 MB

2 - Python Prerequisites/15 -More Coding Examples With Functions.mp4

224.19 MB

2 - Python Prerequisites/16 -Python Lambda Functions.mp4

68.2 MB

2 - Python Prerequisites/17 -Map Functions In Python.mp4

82.41 MB

2 - Python Prerequisites/18 -Filter Function In Python.mp4

70.42 MB

2 - Python Prerequisites/19 -Import Modules And Package In Python.mp4

135.44 MB

2 - Python Prerequisites/2 -Complete-Python-Bootcamp-main.zip

554.16 KB

2 - Python Prerequisites/2 -Getting Started With VS Code.mp4

141.75 MB

2 - Python Prerequisites/20 -Standard Library Overview.mp4

144.52 MB

2 - Python Prerequisites/21 -File Operation In Python.mp4

135.86 MB

2 - Python Prerequisites/22 -Working With File Paths.mp4

73.78 MB

2 - Python Prerequisites/23 -Exception Handling.mp4

204.28 MB

2 - Python Prerequisites/24 -Classes And Objects In Python.mp4

179.21 MB

2 - Python Prerequisites/25 -Inheritance In OOPS.mp4

161.6 MB

2 - Python Prerequisites/26 -Polymorphism In OOPS.mp4

157.71 MB

2 - Python Prerequisites/27 -Encapsulation In OOPS.mp4

187.02 MB

2 - Python Prerequisites/28 -Abstraction In OOPS.mp4

72.19 MB

2 - Python Prerequisites/29 -Magic Methods In Python.mp4

68.53 MB

2 - Python Prerequisites/3 -Python Basics- Syntax and Semantics.mp4

221.07 MB

2 - Python Prerequisites/30 -Operator Overloading In Python.mp4

77.44 MB

2 - Python Prerequisites/31 -Custom Exception Handling.mp4

136.14 MB

2 - Python Prerequisites/32 -Iterators In Python.mp4

47.51 MB

2 - Python Prerequisites/33 -Generators In Python.mp4

86.94 MB

2 - Python Prerequisites/34 -Function Copy,Closures And Decorators.mp4

176.72 MB

2 - Python Prerequisites/35 -Numpy In Python.mp4

520.42 MB

2 - Python Prerequisites/36 -Pandas-DataFrame And Series.mp4

532.58 MB

2 - Python Prerequisites/37 -Data Manipulation With Pandas And Numpy.mp4

447.01 MB

2 - Python Prerequisites/38 -Reading Data From Various Data Source Using Pandas.mp4

272.27 MB

2 - Python Prerequisites/39 -Logging Practical Implementation In Python.mp4

254.16 MB

2 - Python Prerequisites/4 -Variables In Python.mp4

267.74 MB

2 - Python Prerequisites/40 -Logging With Multiple Loggers.mp4

88.4 MB

2 - Python Prerequisites/41 -Logging With a Real World Examples.mp4

137.62 MB

2 - Python Prerequisites/5 -Basic Datatypes In Python.mp4

126.62 MB

2 - Python Prerequisites/6 -Operators In Python.mp4

167.63 MB

2 - Python Prerequisites/7 -Conditional Statements(if,elif,else).mp4

307.06 MB

2 - Python Prerequisites/8 -Loops In Python.mp4

376.89 MB

2 - Python Prerequisites/9 -List and List Comprehension In Python.mp4

287 MB

3 - Introduction To Deep Learning/1 -1-4 Deep learnng.pdf

3.14 MB

3 - Introduction To Deep Learning/1 -Introduction.mp4

146.38 MB

3 - Introduction To Deep Learning/2 -Why Deep Learning is Becoming Popular.mp4

228.39 MB

4 - Deep Learning-ANN, Optimizers, Loss Functions, Activation Functions,CNN Theory/1 -Perceptron Intuition.mp4

326.9 MB

4 - Deep Learning-ANN, Optimizers, Loss Functions, Activation Functions,CNN Theory/10 -Relu Activation Function.mp4

184.45 MB

4 - Deep Learning-ANN, Optimizers, Loss Functions, Activation Functions,CNN Theory/11 -Leaky Relu and Parametric Relu.mp4

79.27 MB

4 - Deep Learning-ANN, Optimizers, Loss Functions, Activation Functions,CNN Theory/12 -ELU Activation Function.mp4

69.01 MB

4 - Deep Learning-ANN, Optimizers, Loss Functions, Activation Functions,CNN Theory/13 -Softmax for Multiclass Classification.mp4

194.42 MB

4 - Deep Learning-ANN, Optimizers, Loss Functions, Activation Functions,CNN Theory/14 -Which Activation Function To Apply When.mp4

91.71 MB

4 - Deep Learning-ANN, Optimizers, Loss Functions, Activation Functions,CNN Theory/15 -16-19 Loss Functions.pdf

3.48 MB

4 - Deep Learning-ANN, Optimizers, Loss Functions, Activation Functions,CNN Theory/15 -Loss Function Vs Cost Function.mp4

116.14 MB

4 - Deep Learning-ANN, Optimizers, Loss Functions, Activation Functions,CNN Theory/16 -Regression Cost Function.mp4

285.7 MB

4 - Deep Learning-ANN, Optimizers, Loss Functions, Activation Functions,CNN Theory/17 -Loss Function Classification Problem.mp4

358.04 MB

4 - Deep Learning-ANN, Optimizers, Loss Functions, Activation Functions,CNN Theory/18 -Which Loss Function To Use When.mp4

62.07 MB

4 - Deep Learning-ANN, Optimizers, Loss Functions, Activation Functions,CNN Theory/19 -20-26 Optimizers.pdf

4.19 MB

4 - Deep Learning-ANN, Optimizers, Loss Functions, Activation Functions,CNN Theory/19 -Gradient Descent Optimizers.mp4

206.74 MB

4 - Deep Learning-ANN, Optimizers, Loss Functions, Activation Functions,CNN Theory/2 -Adv and Diadvantaes of Perceptron.mp4

121.56 MB

4 - Deep Learning-ANN, Optimizers, Loss Functions, Activation Functions,CNN Theory/20 -SGD.mp4

129.07 MB

4 - Deep Learning-ANN, Optimizers, Loss Functions, Activation Functions,CNN Theory/21 -Mini Batch With SGD.mp4

178.56 MB

4 - Deep Learning-ANN, Optimizers, Loss Functions, Activation Functions,CNN Theory/22 -SGD with Momentum.mp4

211.45 MB

4 - Deep Learning-ANN, Optimizers, Loss Functions, Activation Functions,CNN Theory/23 -Adagard.mp4

144.22 MB

4 - Deep Learning-ANN, Optimizers, Loss Functions, Activation Functions,CNN Theory/24 -RMSPROP.mp4

109.66 MB

4 - Deep Learning-ANN, Optimizers, Loss Functions, Activation Functions,CNN Theory/25 -Adam Optimiser.mp4

113.42 MB

4 - Deep Learning-ANN, Optimizers, Loss Functions, Activation Functions,CNN Theory/26 -Exploding Gradient Problem.mp4

169.63 MB

4 - Deep Learning-ANN, Optimizers, Loss Functions, Activation Functions,CNN Theory/27 -27-8 Weight initialization Techniques.pdf

1.91 MB

4 - Deep Learning-ANN, Optimizers, Loss Functions, Activation Functions,CNN Theory/27 -Weight Initialisation Techniques.mp4

201.52 MB

4 - Deep Learning-ANN, Optimizers, Loss Functions, Activation Functions,CNN Theory/28 -29-Dropout Layer.pdf

760.15 KB

4 - Deep Learning-ANN, Optimizers, Loss Functions, Activation Functions,CNN Theory/28 -Dropout Layers.mp4

213.57 MB

4 - Deep Learning-ANN, Optimizers, Loss Functions, Activation Functions,CNN Theory/29 -30-38 CNN.pdf

4.99 MB

4 - Deep Learning-ANN, Optimizers, Loss Functions, Activation Functions,CNN Theory/29 -CNN Introduction.mp4

146.49 MB

4 - Deep Learning-ANN, Optimizers, Loss Functions, Activation Functions,CNN Theory/3 -5-8 Deep LEarning.pdf

4.18 MB

4 - Deep Learning-ANN, Optimizers, Loss Functions, Activation Functions,CNN Theory/3 -ANN intuition and Working.mov.mp4

386.45 MB

4 - Deep Learning-ANN, Optimizers, Loss Functions, Activation Functions,CNN Theory/30 -Human Brain V CNN.mp4

130.98 MB

4 - Deep Learning-ANN, Optimizers, Loss Functions, Activation Functions,CNN Theory/31 -All you need to know about Images.mp4

121.94 MB

4 - Deep Learning-ANN, Optimizers, Loss Functions, Activation Functions,CNN Theory/32 -Convolution Operatuin In CNN.mp4

275.14 MB

4 - Deep Learning-ANN, Optimizers, Loss Functions, Activation Functions,CNN Theory/33 -Padding In CNN.mp4

104.92 MB

4 - Deep Learning-ANN, Optimizers, Loss Functions, Activation Functions,CNN Theory/34 -Operation Of CNN Vs ANN.mp4

133.09 MB

4 - Deep Learning-ANN, Optimizers, Loss Functions, Activation Functions,CNN Theory/35 -Max, Min and Average Pooling.mp4

182.37 MB

4 - Deep Learning-ANN, Optimizers, Loss Functions, Activation Functions,CNN Theory/36 -Flattening and Fully Connected Layers.mp4

134.79 MB

4 - Deep Learning-ANN, Optimizers, Loss Functions, Activation Functions,CNN Theory/37 -CNN Example with RGB.mp4

76.95 MB

4 - Deep Learning-ANN, Optimizers, Loss Functions, Activation Functions,CNN Theory/4 -Back Propogation and Weight Updation.mp4

359.89 MB

4 - Deep Learning-ANN, Optimizers, Loss Functions, Activation Functions,CNN Theory/5 -Chain Rule Of Derivatives.mp4

223.67 MB

4 - Deep Learning-ANN, Optimizers, Loss Functions, Activation Functions,CNN Theory/6 -8-15 Activation functions.pdf

4.7 MB

4 - Deep Learning-ANN, Optimizers, Loss Functions, Activation Functions,CNN Theory/6 -Vanishing Gradient Problem and Sigmoid.mp4

399.21 MB

4 - Deep Learning-ANN, Optimizers, Loss Functions, Activation Functions,CNN Theory/7 -Sigmoid Activation Function.mp4

116.32 MB

4 - Deep Learning-ANN, Optimizers, Loss Functions, Activation Functions,CNN Theory/8 -Sigmoid Activation Function part -2.mp4

234.8 MB

4 - Deep Learning-ANN, Optimizers, Loss Functions, Activation Functions,CNN Theory/9 -Tanh Activation Function.mp4

97.95 MB

5 - computer vision (Open CV With Python)/1 -002.zip

471.57 KB

5 - computer vision (Open CV With Python)/1 -Reading and Writing Images.mp4

85.18 MB

5 - computer vision (Open CV With Python)/10 -010.zip

48.46 KB

5 - computer vision (Open CV With Python)/10 -Adding Text to Image.mp4

67.48 MB

5 - computer vision (Open CV With Python)/11 -011.pdf

1.93 MB

5 - computer vision (Open CV With Python)/11 -011.zip

5.1 MB

5 - computer vision (Open CV With Python)/11 -Affine.mp4

275.47 MB

5 - computer vision (Open CV With Python)/12 -012.zip

570.41 KB

5 - computer vision (Open CV With Python)/12 -Image FIlters.mp4

176.61 MB

5 - computer vision (Open CV With Python)/13 -013.mp4

98.12 MB

5 - computer vision (Open CV With Python)/13 -013.zip

585.09 KB

5 - computer vision (Open CV With Python)/13 -Applying Blur filters Average, Gaussian, Median.mp4

97.19 MB

5 - computer vision (Open CV With Python)/14 -014.mp4

189.97 MB

5 - computer vision (Open CV With Python)/14 -014.zip

1.04 MB

5 - computer vision (Open CV With Python)/14 -Edge Detection Using Sobel, Canny & Laplacian.mp4

173.71 MB

5 - computer vision (Open CV With Python)/15 -015.zip

304.71 KB

5 - computer vision (Open CV With Python)/15 -Calculating and Plotting Histogram.mp4

102.16 MB

5 - computer vision (Open CV With Python)/16 -016.zip

1005.32 KB

5 - computer vision (Open CV With Python)/16 -Histogram Equalization.mp4

155 MB

5 - computer vision (Open CV With Python)/17 -017.pdf

940.24 KB

5 - computer vision (Open CV With Python)/17 -017.zip

1.69 MB

5 - computer vision (Open CV With Python)/17 -CLAHE.mp4

111.33 MB

5 - computer vision (Open CV With Python)/18 -018.zip

817.75 KB

5 - computer vision (Open CV With Python)/18 -Contours.mp4

196.71 MB

5 - computer vision (Open CV With Python)/19 -019.zip

2.95 MB

5 - computer vision (Open CV With Python)/19 -Image Segmentation Using openCV.mp4

658.3 MB

5 - computer vision (Open CV With Python)/2 -003.zip

1004.58 KB

5 - computer vision (Open CV With Python)/2 -Working with the video Files.mp4

155.43 MB

5 - computer vision (Open CV With Python)/20 -020.zip

1.55 KB

5 - computer vision (Open CV With Python)/20 -Haar Cascade for face detection.mp4

419.88 MB

5 - computer vision (Open CV With Python)/3 -Introduction openCv.mp4

46.92 MB

5 - computer vision (Open CV With Python)/4 -004.zip

1.83 MB

5 - computer vision (Open CV With Python)/4 -Exploring Color Space.mp4

199.25 MB

5 - computer vision (Open CV With Python)/5 -005.zip

1.02 MB

5 - computer vision (Open CV With Python)/5 -Color Thresholding.mp4

151.53 MB

5 - computer vision (Open CV With Python)/6 -006.zip

1.73 MB

5 - computer vision (Open CV With Python)/6 -image Resizing, Scaling and interpolation.mp4

274.93 MB

5 - computer vision (Open CV With Python)/7 -007.zip

884.79 KB

5 - computer vision (Open CV With Python)/7 -Flip, Rotate and Crop Images.mp4

146.83 MB

5 - computer vision (Open CV With Python)/8 -008.pdf

779.96 KB

5 - computer vision (Open CV With Python)/8 -Understanding Coordinate system in openCV.mp4

21.85 MB

5 - computer vision (Open CV With Python)/9 -009.zip

408.9 KB

5 - computer vision (Open CV With Python)/9 -Drawing lines and shapes using opencv.mp4

90.21 MB

6 - PyTorch/1 -Introduction PyTorch.mp4

106.88 MB

6 - PyTorch/10 -010-Stack-Operation.pdf

846.65 KB

6 - PyTorch/10 -010-Stack-Operation.zip

846.84 KB

6 - PyTorch/10 -Stack Operation.mp4

140.45 MB

6 - PyTorch/11 -011-Understanding Pytorch neural network components.zip

2.6 KB

6 - PyTorch/11 -011-Understanding-Pytorch-neural-network-components.pdf

862.33 KB

6 - PyTorch/11 -Understanding Pytorch neural network components.mp4

206.85 MB

6 - PyTorch/12 -012-Create Linear Regression model with Pytorch components.zip

11.28 KB

6 - PyTorch/12 -Create Linear Regression model with Pytorch components.mp4

353.42 MB

6 - PyTorch/13 -013-Multi-Class-classification-with-pytorch-using-custom-neural-networks.zip

5.63 KB

6 - PyTorch/13 -Multi Class classification with pytorch using custom neural networks.mp4

165.18 MB

6 - PyTorch/14 -014-Understanding-components-of-custom-data-loader-in-pytorch.zip

27.52 KB

6 - PyTorch/14 -Understanding components of custom data loader in pytorch.mp4

266.82 MB

6 - PyTorch/15 -015-Defining-custom-Image-Dataset-loader-and-usage.zip

155.7 KB

6 - PyTorch/15 -015.pdf

897.85 KB

6 - PyTorch/15 -Defining custom Image Dataset loader and usage.mp4

248.41 MB

6 - PyTorch/16 -016-CNN-Training-Using-a-Custom-Dataset.zip

31.25 MB

6 - PyTorch/16 -016.pdf

897.38 KB

6 - PyTorch/16 -CNN Training Using a Custom Dataset.mp4

535.32 MB

6 - PyTorch/17 -017.pdf

973.82 KB

6 - PyTorch/17 -Understanding Components of an Application.mp4

85 MB

6 - PyTorch/18 -018.pdf

843.63 KB

6 - PyTorch/18 -What is Deployment.mp4

30.17 MB

6 - PyTorch/19 -019.pdf

887.18 KB

6 - PyTorch/19 -Tools to create interactive demos.mp4

135.17 MB

6 - PyTorch/2 -002-Introduction to tensors.zip

2.14 KB

6 - PyTorch/2 -Introduction to Tensors.mp4

96.44 MB

6 - PyTorch/20 -020.pdf

1.21 MB

6 - PyTorch/20 -Hosting platform.mp4

70.55 MB

6 - PyTorch/21 -021.zip

778 B

6 - PyTorch/21 -Setting up gradio app in local space.mp4

54.52 MB

6 - PyTorch/22 -022.zip

31.31 MB

6 - PyTorch/22 -Implementing gradio app inference backend.mp4

306.87 MB

6 - PyTorch/23 -Setting hugging face space.mp4

58.47 MB

6 - PyTorch/24 -Deploying gradio app on hugging face space.mp4

73.3 MB

6 - PyTorch/3 -003-Indexing-Tensors.zip

2.22 KB

6 - PyTorch/3 -indexing Tensors.mp4

105.63 MB

6 - PyTorch/4 -004-Using Random Numbers to create noise image.zip

759.76 KB

6 - PyTorch/4 -Using Random Numbers to create noise image.mp4

99.93 MB

6 - PyTorch/5 -005-Tensors of Zero_s and One_s.zip

6.22 KB

6 - PyTorch/5 -Tensors of Zero's and One's.mp4

35.37 MB

6 - PyTorch/6 -006-Tensor DataTypes.zip

1.96 KB

6 - PyTorch/6 -Tensor data types.mp4

108.31 MB

6 - PyTorch/7 -007-Tensor_Manipulation.zip

3.33 KB

6 - PyTorch/7 -Tensor Manuplation.mp4

214.62 MB

6 - PyTorch/8 -008-Matrix Aggregation.zip

1.88 KB

6 - PyTorch/8 -Matrix Aggregation.mp4

79.23 MB

6 - PyTorch/9 -009-View-and-reshape.pdf

943.11 KB

6 - PyTorch/9 -009-View-and-reshape.zip

943.3 KB

6 - PyTorch/9 -View and Reshape Operation.mp4

98 MB

7 - Deep Dive Visualizing CNNs/1 -Image Understanding with CNNs vs ANNs.mp4

198.74 MB

7 - Deep Dive Visualizing CNNs/1 -Understanding of images with Visualization.pdf

8.4 MB

7 - Deep Dive Visualizing CNNs/2 -CNN Explainer Link.url

64 B

7 - Deep Dive Visualizing CNNs/2 -CNN Explainer.mp4

136.76 MB

7 - Deep Dive Visualizing CNNs/3 -Tensorspace Link.url

73 B

7 - Deep Dive Visualizing CNNs/3 -Visualization with Tensorspace.mp4

92.55 MB

7 - Deep Dive Visualizing CNNs/4 -CNN Filters.mp4

115.07 MB

7 - Deep Dive Visualizing CNNs/4 -CNN Filters.pdf

406.9 KB

7 - Deep Dive Visualizing CNNs/5 -Build Your Custom Filters.pdf

51.86 KB

7 - Deep Dive Visualizing CNNs/5 -Building Your Custom Filters.ipynb

4.13 MB

7 - Deep Dive Visualizing CNNs/5 -Building Your Own Filters.mp4

116.62 MB

7 - Deep Dive Visualizing CNNs/6 -Feature Map Size Calculation.mp4

81.38 MB

7 - Deep Dive Visualizing CNNs/7 -CNN Parameter Calculation.ipynb

14.9 KB

7 - Deep Dive Visualizing CNNs/7 -CNN Parameter Calculations.mp4

97.69 MB

7 - Deep Dive Visualizing CNNs/7 -Colab Link.url

108 B

7 - Deep Dive Visualizing CNNs/8 -Receptive Fields.mp4

88.93 MB

8 - Image Classification/1 -What is Image Classification.mp4

78.59 MB

8 - Image Classification/1 -What is Image Classification.pdf

1.15 MB

8 - Image Classification/10 -VGG Keras Pretrained Model.ipynb

391.99 KB

8 - Image Classification/10 -VGG Pretrained Keras.mp4

65.57 MB

8 - Image Classification/11 -VGG Pretrained Pytorch.ipynb

364.28 KB

8 - Image Classification/11 -VGG Pretrained Pytorch.mp4

42.41 MB

8 - Image Classification/12 -Dataset.url

105 B

8 - Image Classification/12 -VGG Transfer Learning Pytorch.ipynb

440.34 KB

8 - Image Classification/12 -VGG Transfer Learning.mp4

103.94 MB

8 - Image Classification/13 -Googlenet CNN Architecture.pdf

1.42 MB

8 - Image Classification/13 -Inception Architecture.mp4

102.86 MB

8 - Image Classification/14 -Inception Pretrained Keras.mp4

45.81 MB

8 - Image Classification/14 -Inception Pretrained.ipynb

754.25 KB

8 - Image Classification/15 -Inception Pretrained Pytorch.mp4

35.3 MB

8 - Image Classification/15 -Inception Pytorch Pretrained.ipynb

408.48 KB

8 - Image Classification/16 -Inception Transfer Learning.mp4

102.75 MB

8 - Image Classification/16 -InceptionV3_Transfer_Learning_Keras_CIFAR10.ipynb

760.69 KB

8 - Image Classification/17 -ResNet Architecture.mp4

140.06 MB

8 - Image Classification/17 -Resnet Architecture.pdf

1.46 MB

8 - Image Classification/18 -Resnet Pretrained Keras.ipynb

654.84 KB

8 - Image Classification/18 -Resnet Pretrained Keras.mp4

21.89 MB

8 - Image Classification/19 -Resnet Pretrained Pytorch.ipynb

422.14 KB

8 - Image Classification/19 -Resnet Pretrained Pytorch.mp4

26.04 MB

8 - Image Classification/2 -LeNet Architecture.mp4

65.49 MB

8 - Image Classification/2 -LeNet-5 CNN Architecture.pdf

1.31 MB

8 - Image Classification/2 -Paper.url

83 B

8 - Image Classification/20 -Dataset.url

108 B

8 - Image Classification/20 -Resnet Transfer Learning Pytorch.ipynb

787 KB

8 - Image Classification/20 -Resnet Transfer Learning.mp4

107.86 MB

8 - Image Classification/3 -LeNet with Keras.mp4

85.02 MB

8 - Image Classification/3 -LeNet5 with MNIST Keras.ipynb

25.45 KB

8 - Image Classification/4 -LeNet with Pytorch.mp4

141.81 MB

8 - Image Classification/4 -LeNet5 Pytorch.ipynb

89.29 KB

8 - Image Classification/5 -AlexNet Architecture.mp4

67.36 MB

8 - Image Classification/5 -AlexNet CNN Architecture.pdf

906.28 KB

8 - Image Classification/6 -AlexNet _ Keras.ipynb

108.1 KB

8 - Image Classification/6 -AlexNet with Keras.mp4

135.33 MB

8 - Image Classification/6 -Dataset.url

105 B

8 - Image Classification/7 -AlexNet Pytorch.ipynb

68.49 KB

8 - Image Classification/7 -AlexNet with Pytorch.mp4

105.38 MB

8 - Image Classification/7 -Dataset.url

105 B

8 - Image Classification/8 -VGG Architecture.mp4

96.69 MB

8 - Image Classification/8 -VGG CNN Architecture.pdf

1.83 MB

8 - Image Classification/9 -Transfer Learning vs Pretrained.mp4

33.99 MB

8 - Image Classification/9 -Transfer Learning vs Pretrained.pdf

385.92 KB

9 - Data Augmentation/1 -What is Data Augmentation.mp4

81.3 MB

9 - Data Augmentation/2 -Colab Link.url

108 B

9 - Data Augmentation/2 -Data Augmentation with Albumentations.mp4

112.94 MB

9 - Data Augmentation/2 -Data_Augmenation_with_Albumentations.ipynb

2.03 MB

9 - Data Augmentation/3 -Colab Link.url

108 B

9 - Data Augmentation/3 -Data Augmentation with Imgaug.mp4

58.59 MB

9 - Data Augmentation/3 -Data_Augmentation_with_IMGAUG.ipynb

874.87 KB

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