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Udemy - Deep Learning :Adv. Computer Vision (object detection+more!)

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Category:

Other > Training

Language:

English

Total Size:

4.34 GB

Info Hash:

2cff1f6dc495ca0326f78b036e2fcc31b742c83c

Added By:

tutsnode

Added:

24-12-2020 16:31

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473

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File	Size
TutsNode.com.txt	63.00 B
[TGx]Downloaded from torrentgalaxy.to .txt	585.00 B
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/1. Introduction/1. community message.mp4	23.72 MB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/1. Introduction/1. community message.srt	1.22 kB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/1. Introduction/2. General Idea about Neural Network.mp4	170.60 MB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/1. Introduction/2. General Idea about Neural Network.srt	10.19 kB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/1. Introduction/3. Exercise Training a Neural Network on colab.mp4	192.04 MB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/1. Introduction/3. Exercise Training a Neural Network on colab.srt	15.40 kB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/1. Introduction/3.1 First_Exercise.ipynb	279.65 kB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/1. Introduction/4. Intro to sigmoid function.mp4	40.98 MB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/1. Introduction/4. Intro to sigmoid function.srt	5.44 kB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/1. Introduction/5. Intro to Relu activation function.mp4	84.14 MB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/1. Introduction/5. Intro to Relu activation function.srt	7.63 kB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/1. Introduction/6. Course Objective.mp4	38.31 MB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/1. Introduction/6. Course Objective.srt	2.09 kB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/2. Starting with google colab and Gdrive/1. Googal Colab and TensorFlow.mp4	51.96 MB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/2. Starting with google colab and Gdrive/1. Googal Colab and TensorFlow.srt	3.72 kB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/2. Starting with google colab and Gdrive/2. Mounting google drive on google colab.mp4	30.02 MB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/2. Starting with google colab and Gdrive/2. Mounting google drive on google colab.srt	4.79 kB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/2. Starting with google colab and Gdrive/3. CNN-Components.mp4	344.60 MB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/2. Starting with google colab and Gdrive/3. CNN-Components.srt	26.39 kB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/3. Creating Your First Transfer learning model/1. Image labeling with image data generator.mp4	103.98 MB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/3. Creating Your First Transfer learning model/1. Image labeling with image data generator.srt	14.76 kB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/3. Creating Your First Transfer learning model/2. Creating Simple Model and train it first.mp4	118.08 MB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/3. Creating Your First Transfer learning model/2. Creating Simple Model and train it first.srt	10.74 kB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/3. Creating Your First Transfer learning model/3. Testing your model performance.mp4	81.14 MB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/3. Creating Your First Transfer learning model/3. Testing your model performance.srt	8.23 kB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/3. Creating Your First Transfer learning model/4. Generating Confusion Matrix and saving the model.mp4	92.55 MB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/3. Creating Your First Transfer learning model/4. Generating Confusion Matrix and saving the model.srt	10.58 kB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/3. Creating Your First Transfer learning model/5. Coding Exercise Train CNN model with your own images.mp4	140.18 MB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/3. Creating Your First Transfer learning model/5. Coding Exercise Train CNN model with your own images.srt	21.19 kB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/3. Creating Your First Transfer learning model/6. Creating First Transfer-learning Program.mp4	125.99 MB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/3. Creating Your First Transfer learning model/6. Creating First Transfer-learning Program.srt	12.83 kB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/4. Introduction to State of Art models/1. Module Intro.mp4	39.85 MB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/4. Introduction to State of Art models/1. Module Intro.srt	2.65 kB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/4. Introduction to State of Art models/2. RESNET Intro.mp4	85.02 MB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/4. Introduction to State of Art models/2. RESNET Intro.srt	5.19 kB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/4. Introduction to State of Art models/3. RESNET50.mp4	108.25 MB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/4. Introduction to State of Art models/3. RESNET50.srt	16.56 kB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/4. Introduction to State of Art models/4. Training Residual Neural Network.mp4	70.81 MB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/4. Introduction to State of Art models/4. Training Residual Neural Network.srt	9.37 kB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/5. Introduction to object detection with Yolo/1. Yolo Object detection Tutorial.mp4	276.88 MB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/5. Introduction to object detection with Yolo/1. Yolo Object detection Tutorial.srt	25.03 kB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/5. Introduction to object detection with Yolo/1.1 steps_to_follow.txt	1.76 kB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/5. Introduction to object detection with Yolo/2. training object detection model with own data.mp4	590.24 MB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/5. Introduction to object detection with Yolo/2. training object detection model with own data.srt	41.24 kB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/6. Object Detection with TensorFlow/1. TensorFlow object detection API setup.mp4	296.54 MB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/6. Object Detection with TensorFlow/1. TensorFlow object detection API setup.srt	22.55 kB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/6. Object Detection with TensorFlow/2. multiple object detection with TenserFlow.mp4	225.89 MB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/6. Object Detection with TensorFlow/2. multiple object detection with TenserFlow.srt	14.33 kB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/7. Cv2 experiments/1. Eyes-Face-detector-cv2-python.mp4	131.63 MB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/7. Cv2 experiments/1. Eyes-Face-detector-cv2-python.srt	12.80 kB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/7. Cv2 experiments/2. Cv2-Live-video-Transformations.mp4	137.74 MB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/7. Cv2 experiments/2. Cv2-Live-video-Transformations.srt	14.03 kB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/7. Cv2 experiments/3. Cv2-Contoor-detection.mp4	159.56 MB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/7. Cv2 experiments/3. Cv2-Contoor-detection.srt	14.54 kB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/8. bonus/1. Solving a neural network on paper.mp4	345.47 MB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/8. bonus/1. Solving a neural network on paper.srt	31.24 kB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/8. bonus/2. CNN Components.mp4	218.50 MB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/8. bonus/2. CNN Components.srt	25.13 kB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/8. bonus/2.1 How computer stores images.html	89.00 B
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/8. bonus/3. PCA - Principle component analysis.mp4	115.64 MB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/8. bonus/3. PCA - Principle component analysis.srt	10.27 kB

Description

Description

Latest update: I will show you both how to use a pretrained model and how to train one yourself with a custom dataset on Google Colab.

This course is a complete guide for setting up TensorFlow object detection api, Transfer learning and a lot more

I think what you’ll find is that, this course is so entirely different from the previous one, you will be impressed at just how much material we have to cover.

Here is the details about the project.

Here we will star from colab understating because that will help to use free GPU provided by google to train up our model.

We’re going to bridge the gap between the basic CNN architecture you already know and love, to modern, novel architectures such as ResNet, and Inception.

We will understand object detection modules in detail using both tensorflow object detection api as well as YOLO algorithms.

We’ll be looking at a state-of-the-art algorithm called RESNET and MobileNetV2 which is both faster and more accurate than its predecessors.

One best thing is you will understand the core basics of CNN and how it converts to object detection slowly.

I hope you’re excited to learn about these advanced applications of CNNs Yolo and Tensorflow, I’ll see you in class!

AMAGING FACTS:

· This course give’s you full hand’s on experience of training models in colab GPU.

· Instead of focusing on the detailed inner workings of CNNs (which we’ve already done), we’ll focus on high-level building blocks. The result? Almost zero math.

· Another result? No complicated low-level code such as that written in Tensorflow, Theano,YOLO, or PyTorch (although some optional exercises may contain them for the very advanced students). Most of the course will be in Keras which means a lot of the tedious, repetitive stuff is written for you.

Suggested Prerequisites:

· Know how to build, train, and use a CNN using some library (preferably in Python)

· Understand basic theoretical concepts behind convolution and neural networks

· Decent Python coding skills, preferably in data science and the Numpy Stack

Who this course is for:

· Students and professionals who want to take their knowledge of computer vision and deep learning to the next level

· Anyone who wants to learn about object detection algorithms like SSD and YOLO

· Anyone who wants to learn how to write code for neural style transfer

· Anyone who wants to use transfer learning

· Anyone who wants to shorten training time and build state-of-the-art computer vision nets fast

· Anyone who is starting with computer vison
Who this course is for:

Python developers curious about deep learning
Developers curious about computer vision

Requirements

Python

Last Updated 11/2020