PirateBay Download | deep learning adv computer vision object detection more

deep learning adv computer vision object detection more

Type:: Other
Files:: 63
Size:: 4.3 GB
Uploaded On:: Dec. 24, 2020, 4:31 p.m.
Added By:: tuts756
Seeders:: 1
Leechers:: 0
Info Hash:: 2CFF1F6DC495CA0326F78B036E2FCC31B742C83C

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

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[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 590.2 MB
TutsNode.com.txt 63 bytes
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/1. Introduction/1. community message.mp4 23.7 MB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/1. Introduction/1. community message.srt 1.2 KB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/1. Introduction/2. General Idea about Neural Network.mp4 170.6 MB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/1. Introduction/2. General Idea about Neural Network.srt 10.2 KB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/1. Introduction/3. Exercise Training a Neural Network on colab.mp4 192.0 MB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/1. Introduction/3. Exercise Training a Neural Network on colab.srt 15.4 KB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/1. Introduction/3.1 First_Exercise.ipynb 279.6 KB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/1. Introduction/4. Intro to sigmoid function.mp4 41.0 MB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/1. Introduction/4. Intro to sigmoid function.srt 5.4 KB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/1. Introduction/5. Intro to Relu activation function.mp4 84.1 MB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/1. Introduction/5. Intro to Relu activation function.srt 7.6 KB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/1. Introduction/6. Course Objective.mp4 38.3 MB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/1. Introduction/6. Course Objective.srt 2.1 KB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/2. Starting with google colab and Gdrive/1. Googal Colab and TensorFlow.mp4 52.0 MB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/2. Starting with google colab and Gdrive/1. Googal Colab and TensorFlow.srt 3.7 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 30.0 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 4.8 KB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/2. Starting with google colab and Gdrive/3. CNN-Components.mp4 344.6 MB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/2. Starting with google colab and Gdrive/3. CNN-Components.srt 26.4 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 104.0 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 14.8 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 118.1 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 10.7 KB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/3. Creating Your First Transfer learning model/3. Testing your model performance.mp4 81.1 MB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/3. Creating Your First Transfer learning model/3. Testing your model performance.srt 8.2 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 92.5 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 10.6 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 140.2 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 21.2 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 126.0 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 12.8 KB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/4. Introduction to State of Art models/1. Module Intro.mp4 39.8 MB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/4. Introduction to State of Art models/1. Module Intro.srt 2.6 KB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/4. Introduction to State of Art models/2. RESNET Intro.mp4 85.0 MB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/4. Introduction to State of Art models/2. RESNET Intro.srt 5.2 KB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/4. Introduction to State of Art models/3. RESNET50.mp4 108.3 MB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/4. Introduction to State of Art models/3. RESNET50.srt 16.6 KB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/4. Introduction to State of Art models/4. Training Residual Neural Network.mp4 70.8 MB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/4. Introduction to State of Art models/4. Training Residual Neural Network.srt 9.4 KB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/5. Introduction to object detection with Yolo/1. Yolo Object detection Tutorial.mp4 276.9 MB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/5. Introduction to object detection with Yolo/1. Yolo Object detection Tutorial.srt 25.0 KB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/5. Introduction to object detection with Yolo/1.1 steps_to_follow.txt 1.8 KB
[TGx]Downloaded from torrentgalaxy.to .txt 585 bytes
[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 41.2 KB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/6. Object Detection with TensorFlow/1. TensorFlow object detection API setup.mp4 296.5 MB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/6. Object Detection with TensorFlow/1. TensorFlow object detection API setup.srt 22.5 KB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/6. Object Detection with TensorFlow/2. multiple object detection with TenserFlow.mp4 225.9 MB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/6. Object Detection with TensorFlow/2. multiple object detection with TenserFlow.srt 14.3 KB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/7. Cv2 experiments/1. Eyes-Face-detector-cv2-python.mp4 131.6 MB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/7. Cv2 experiments/1. Eyes-Face-detector-cv2-python.srt 12.8 KB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/7. Cv2 experiments/2. Cv2-Live-video-Transformations.mp4 137.7 MB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/7. Cv2 experiments/2. Cv2-Live-video-Transformations.srt 14.0 KB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/7. Cv2 experiments/3. Cv2-Contoor-detection.mp4 159.6 MB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/7. Cv2 experiments/3. Cv2-Contoor-detection.srt 14.5 KB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/8. bonus/1. Solving a neural network on paper.mp4 345.5 MB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/8. bonus/1. Solving a neural network on paper.srt 31.2 KB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/8. bonus/2. CNN Components.mp4 218.5 MB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/8. bonus/2. CNN Components.srt 25.1 KB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/8. bonus/2.1 How computer stores images.html 89 bytes
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/8. bonus/3. PCA - Principle component analysis.mp4 115.6 MB
[TutsNode.com] - Deep Learning Adv. Computer Vision (object detection+more!)/8. bonus/3. PCA - Principle component analysis.srt 10.3 KB

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deep learning adv computer vision object detection more

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