Download Deep Learning for Computer Vision with TensorFlow 2 Torrent

Torrent Contents Size: 7.28 GB

Deep Learning for Computer Vision with TensorFlow 2

1. Installation and Setup

1. Introduction to the course.mp4	MP4	40.31 MB
1. Introduction to the course.srt	SRT	3.34 KB
2. Google Colaboratory.mp4	MP4	32.81 MB
2. Google Colaboratory.srt	SRT	6.28 KB
3. Install TensorFlow-GPU in local machine.mp4	MP4	115.54 MB
3. Install TensorFlow-GPU in local machine.srt	SRT	14.36 KB
4. Codes and Resources.html	HTML	148 B
4.1 CV-TF1.X-2.X.zip	ZIP	498.13 MB
4.2 requirements.txt	TXT	116 B

2. Deep Learning Overview

1. Deep Learning Overview.mp4	MP4	96.82 MB
1. Deep Learning Overview.srt	SRT	16.24 KB
2. Gradient Descent.mp4	MP4	43.79 MB
2. Gradient Descent.srt	SRT	8.08 KB
3. Beyond Gradient Descent.mp4	MP4	104.73 MB
3. Beyond Gradient Descent.srt	SRT	12.02 KB
3.1 gradient descent optimization algorithms.pdf	PDF	643.58 KB
4. Loss Functions.mp4	MP4	53.9 MB
4. Loss Functions.srt	SRT	8.7 KB
5. Regularization.mp4	MP4	70.65 MB
5. Regularization.srt	SRT	8.53 KB
6. Activation Functions.mp4	MP4	86.91 MB
6. Activation Functions.srt	SRT	13.48 KB
7. Evaluating Activation Functions with Keras.mp4	MP4	88.82 MB
7. Evaluating Activation Functions with Keras.srt	SRT	13.78 KB
8. Multilayer Perceptron with Keras.mp4	MP4	102.41 MB
8. Multilayer Perceptron with Keras.srt	SRT	13.85 KB
GetFreeCourses.Co.url	URL	116 B
How you can help GetFreeCourses.Co.txt	TXT	182 B

3. Convolutional Neural Networks

1. Image Fundamentals.mp4	MP4	90.06 MB
1. Image Fundamentals.srt	SRT	10.37 KB
10. Fully Connected Layer.mp4	MP4	44.59 MB
10. Fully Connected Layer.srt	SRT	6.18 KB
11. Load data from image directory in TensorFlow 2.mp4	MP4	74.15 MB
11. Load data from image directory in TensorFlow 2.srt	SRT	15.9 KB
12. Create a ConvNet - CIFAR10 - Tensorflow 2 - Part 1.mp4	MP4	80.23 MB
13. Create a ConvNet - CIFAR10 - Tensorflow 2.mp4	MP4	100.48 MB
14. Data Augmentation with TF2.X - Keras.mp4	MP4	94.56 MB
14. Data Augmentation with TF2.X - Keras.srt	SRT	18.28 KB
15. Detect COVID19 on X-Ray images.mp4	MP4	103.67 MB
15. Detect COVID19 on X-Ray images.srt	SRT	19.34 KB
15.1 covid19.zip	ZIP	157.29 MB
16. Pretrained Models - VGG16.mp4	MP4	64.14 MB
16. Pretrained Models - VGG16.srt	SRT	9.25 KB
17. ResNet Model.mp4	MP4	132.75 MB
17. ResNet Model.srt	SRT	23 KB
17.1 Deep_Residual_Networks(ResNet).pdf	PDF	800.18 KB
17.2 DenseNet.pdf	PDF	1.09 MB
17.3 ResNeXt.pdf	PDF	1.27 MB
18. ResNet50 in Keras.mp4	MP4	126.91 MB
18. ResNet50 in Keras.srt	SRT	19.67 KB
18.1 ResNet50 Keras-Cifar10.zip	ZIP	1.86 KB
19. Inception Network.mp4	MP4	87.86 MB
19. Inception Network.srt	SRT	15.88 KB
19.1 Going deeper with convolutions-Inception.pdf	PDF	1.16 MB
2. Convolutional Neural Network model.mp4	MP4	74.11 MB
2. Convolutional Neural Network model.srt	SRT	9.9 KB
20. Inception Module with TensorFlow.mp4	MP4	135.21 MB
20. Inception Module with TensorFlow.srt	SRT	22.48 KB
20.1 Cifar10-Inception-TF1.X.ipynb.zip	ZIP	33.25 KB
3. Convolutional Operation.mp4	MP4	116.95 MB
3. Convolutional Operation.srt	SRT	14.73 KB
4. Convolution Operation examples.mp4	MP4	39.96 MB
4. Convolution Operation examples.srt	SRT	6.02 KB
5. Conv2D Layer in Tensorflow 2-Keras.mp4	MP4	86.53 MB
6. Max Pooling.mp4	MP4	35.31 MB
6. Max Pooling.srt	SRT	7.69 KB
7. ReLU function.mp4	MP4	50.01 MB
7. ReLU function.srt	SRT	5.47 KB
8. Batch Normalization.mp4	MP4	95.63 MB
8. Batch Normalization.srt	SRT	8.11 KB
9. DropOut.mp4	MP4	38.84 MB
9. DropOut.srt	SRT	4.27 KB
GetFreeCourses.Co.url	URL	116 B
How you can help GetFreeCourses.Co.txt	TXT	182 B

4. Creating an Image Datasets

1. Introduction.mp4	MP4	6.35 MB
1. Introduction.srt	SRT	1.05 KB
2. Scraping images with Selenium.mp4	MP4	160.42 MB
2. Scraping images with Selenium.srt	SRT	23.12 KB
2.1 Image Web Scraping Selenium.zip	ZIP	2.91 KB
3. Open Images Dataset V6 and Voxel FiftyOne.mp4	MP4	166.91 MB
3. Open Images Dataset V6 and Voxel FiftyOne.srt	SRT	17.55 KB
3.1 FiftyOne_OpenImagesV6.zip	ZIP	3.34 MB
4. Roboflow.mp4	MP4	136.75 MB
4. Roboflow.srt	SRT	17.36 KB
5. Labeling data with LabelImg.mp4	MP4	80.82 MB
5. Labeling data with LabelImg.srt	SRT	10.48 KB

5. Object Detection

1. Introduction.mp4	MP4	22.59 MB
1. Introduction.srt	SRT	1.56 KB
10. The YOLO (You only look once) Model.mp4	MP4	161.09 MB
10. The YOLO (You only look once) Model.srt	SRT	23.22 KB
10.1 Yolo v1.html	HTML	97 B
10.2 YOLOv1.pdf	PDF	5.05 MB
10.3 YOLOv2.pdf	PDF	5.02 MB
11. YOLOv2 the first upgrade of the model.mp4	MP4	127.39 MB
11. YOLOv2 the first upgrade of the model.srt	SRT	19.23 KB
11.1 YOLOv2.pdf	PDF	5.02 MB
12. Running YOLO v2 on images.mp4	MP4	159.85 MB
12. Running YOLO v2 on images.srt	SRT	18.49 KB
12.1 Yolo repo.html	HTML	96 B
12.2 Yolo v2 web page.html	HTML	97 B
12.3 yolo_installation.txt	TXT	528 B
12.4 yolo.zip	ZIP	180.51 MB
13. YOLOv2 on video and webcam.mp4	MP4	142.9 MB
13. YOLOv2 on video and webcam.srt	SRT	13.98 KB
13.1 Yolo v2 web page.html	HTML	97 B
14. Detecting custom objects with Yolo v2.mp4	MP4	108.3 MB
14. Detecting custom objects with Yolo v2.srt	SRT	13.63 KB
14.1 rd2d2.zip	ZIP	40.69 MB
14.2 Yolo v2 web page.html	HTML	97 B
14.3 Yolo v3 web page.html	HTML	95 B
14.4 yolov2_weights.zip	ZIP	180.51 MB
14.5 yolov2-1c.zip	ZIP	741 B
15. Detecting custom objects with Yolov2 in Jupyter.mp4	MP4	118.25 MB
15. Detecting custom objects with Yolov2 in Jupyter.srt	SRT	21.16 KB
15.1 Yolov2-training your own dataset in Jupyter.zip	ZIP	725.96 KB
16. Train your own dataset in Yolov3-Colab-Part 1.mp4	MP4	138.65 MB
16. Train your own dataset in Yolov3-Colab-Part 1.srt	SRT	20.87 KB
16.1 cudnn-10.0-linux-x64-v7.5.0.56.tgz	TGZ	412.76 MB
16.2 darknet53.conv.74.zip	ZIP	144.14 MB
16.3 yolov3_custom_dataset.zip	ZIP	778.2 KB
16.4 YOLOv3.pdf	PDF	2.29 MB
17. Train your own dataset in Yolov3-Colab-Part 2.mp4	MP4	121.14 MB
17. Train your own dataset in Yolov3-Colab-Part 2.srt	SRT	15.3 KB
18. Yolov4 under the hood - Part 1.mp4	MP4	73.67 MB
18. Yolov4 under the hood - Part 1.srt	SRT	11.57 KB
18.1 Yolov4-Optimal Speed and Accuracy of Object Detection.pdf	PDF	3.76 MB
19. Yolov4 under the hood - Part 2.mp4	MP4	92.07 MB
19. Yolov4 under the hood - Part 2.srt	SRT	16.85 KB
2. The beginnings Selective Search Algorithm.mp4	MP4	63.13 MB
2. The beginnings Selective Search Algorithm.srt	SRT	8.39 KB
2.1 selectiveSearch.pdf	PDF	5.66 MB
20. Train your custom dataset with Yolov4 in Google Colab.mp4	MP4	181.29 MB
20. Train your custom dataset with Yolov4 in Google Colab.srt	SRT	23.21 KB
20.1 yolov4_custom_dataset.zip	ZIP	809.53 KB
20.2 yolov4.conv.137.zip	ZIP	150.66 MB
20.3 yolov4.zip	ZIP	228.47 MB
21. Final Class and Beyond.mp4	MP4	27.13 MB
21. Final Class and Beyond.srt	SRT	1.6 KB
3. Metrics in Object Detection Models.mp4	MP4	84.57 MB
3. Metrics in Object Detection Models.srt	SRT	13.95 KB
4. Fast R-CNN.mp4	MP4	59.08 MB
4. Fast R-CNN.srt	SRT	8.33 KB
4.1 Fast-R-CNN.pdf	PDF	713.99 KB
5. Faster R-CNN.mp4	MP4	75.02 MB
5. Faster R-CNN.srt	SRT	14.41 KB
5.1 Faster-r-cnn.pdf	PDF	743.83 KB
6. SSD (Single Shot Detector).mp4	MP4	160.23 MB
6. SSD (Single Shot Detector).srt	SRT	21.73 KB
6.1 ssd.pdf	PDF	2.2 MB
7. TensorFlow2 Object Detection API on images and videos.mp4	MP4	168.59 MB
7. TensorFlow2 Object Detection API on images and videos.srt	SRT	22.53 KB
8. Train Blood Cells Dataset in TensorFlow Object Detection part1.mp4	MP4	101.64 MB
8. Train Blood Cells Dataset in TensorFlow Object Detection part1.srt	SRT	13.23 KB
9. Train Blood Cells Dataset in TensorFlow Object Detection part2.mp4	MP4	176.41 MB
9. Train Blood Cells Dataset in TensorFlow Object Detection part2.srt	SRT	20.5 KB

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Deep Learning for Computer Vision with TensorFlow 2

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