Udemy - Complete Computer Vision Bootcamp With PyTorch & Tensorflow (1.2025)
File List
| File | Size |
|---|---|
| 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 |
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