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GetFreeCourses.Co-Udemy-Deep Learning for Computer Vision with TensorFlow 2

文件类型 收录时间 最后活跃 资源热度 文件大小 文件数量
视频 2022-3-22 10:02 2024-11-17 15:28 239 5.3 GB 57
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文件列表
  1. 1. Installation and Setup/1. Introduction to the course.mp440.31MB
  2. 1. Installation and Setup/2. Google Colaboratory.mp432.81MB
  3. 1. Installation and Setup/3. Install TensorFlow-GPU in local machine.mp4115.54MB
  4. 2. Deep Learning Overview/1. Deep Learning Overview.mp496.82MB
  5. 2. Deep Learning Overview/2. Gradient Descent.mp443.79MB
  6. 2. Deep Learning Overview/3. Beyond Gradient Descent.mp4104.73MB
  7. 2. Deep Learning Overview/4. Loss Functions.mp453.9MB
  8. 2. Deep Learning Overview/5. Regularization.mp470.65MB
  9. 2. Deep Learning Overview/6. Activation Functions.mp486.91MB
  10. 2. Deep Learning Overview/7. Evaluating Activation Functions with Keras.mp488.82MB
  11. 2. Deep Learning Overview/8. Multilayer Perceptron with Keras.mp4102.41MB
  12. 3. Convolutional Neural Networks/1. Image Fundamentals.mp490.06MB
  13. 3. Convolutional Neural Networks/10. Fully Connected Layer.mp444.59MB
  14. 3. Convolutional Neural Networks/11. Load data from image directory in TensorFlow 2.mp474.15MB
  15. 3. Convolutional Neural Networks/12. Create a ConvNet - CIFAR10 - Tensorflow 2 - Part 1.mp480.23MB
  16. 3. Convolutional Neural Networks/13. Create a ConvNet - CIFAR10 - Tensorflow 2.mp4100.48MB
  17. 3. Convolutional Neural Networks/14. Data Augmentation with TF2.X - Keras.mp494.56MB
  18. 3. Convolutional Neural Networks/15. Detect COVID19 on X-Ray images.mp4103.67MB
  19. 3. Convolutional Neural Networks/16. Pretrained Models - VGG16.mp464.14MB
  20. 3. Convolutional Neural Networks/17. ResNet Model.mp4132.75MB
  21. 3. Convolutional Neural Networks/18. ResNet50 in Keras.mp4126.91MB
  22. 3. Convolutional Neural Networks/19. Inception Network.mp487.86MB
  23. 3. Convolutional Neural Networks/2. Convolutional Neural Network model.mp474.11MB
  24. 3. Convolutional Neural Networks/20. Inception Module with TensorFlow.mp4135.21MB
  25. 3. Convolutional Neural Networks/3. Convolutional Operation.mp4116.95MB
  26. 3. Convolutional Neural Networks/4. Convolution Operation examples.mp439.96MB
  27. 3. Convolutional Neural Networks/5. Conv2D Layer in Tensorflow 2-Keras.mp486.53MB
  28. 3. Convolutional Neural Networks/6. Max Pooling.mp435.31MB
  29. 3. Convolutional Neural Networks/7. ReLU function.mp450.01MB
  30. 3. Convolutional Neural Networks/8. Batch Normalization.mp495.63MB
  31. 3. Convolutional Neural Networks/9. DropOut.mp438.84MB
  32. 4. Creating an Image Datasets/1. Introduction.mp46.35MB
  33. 4. Creating an Image Datasets/2. Scraping images with Selenium.mp4160.42MB
  34. 4. Creating an Image Datasets/3. Open Images Dataset V6 and Voxel FiftyOne.mp4166.91MB
  35. 4. Creating an Image Datasets/4. Roboflow.mp4136.75MB
  36. 4. Creating an Image Datasets/5. Labeling data with LabelImg.mp480.82MB
  37. 5. Object Detection/1. Introduction.mp422.59MB
  38. 5. Object Detection/10. The YOLO (You only look once) Model.mp4161.09MB
  39. 5. Object Detection/11. YOLOv2 the first upgrade of the model.mp4127.39MB
  40. 5. Object Detection/12. Running YOLO v2 on images.mp4159.85MB
  41. 5. Object Detection/13. YOLOv2 on video and webcam.mp4142.9MB
  42. 5. Object Detection/14. Detecting custom objects with Yolo v2.mp4108.3MB
  43. 5. Object Detection/15. Detecting custom objects with Yolov2 in Jupyter.mp4118.25MB
  44. 5. Object Detection/16. Train your own dataset in Yolov3-Colab-Part 1.mp4138.65MB
  45. 5. Object Detection/17. Train your own dataset in Yolov3-Colab-Part 2.mp4121.14MB
  46. 5. Object Detection/18. Yolov4 under the hood - Part 1.mp473.67MB
  47. 5. Object Detection/19. Yolov4 under the hood - Part 2.mp492.07MB
  48. 5. Object Detection/2. The beginnings Selective Search Algorithm.mp463.13MB
  49. 5. Object Detection/20. Train your custom dataset with Yolov4 in Google Colab.mp4181.29MB
  50. 5. Object Detection/21. Final Class and Beyond.mp427.13MB
  51. 5. Object Detection/3. Metrics in Object Detection Models.mp484.57MB
  52. 5. Object Detection/4. Fast R-CNN.mp459.08MB
  53. 5. Object Detection/5. Faster R-CNN.mp475.02MB
  54. 5. Object Detection/6. SSD (Single Shot Detector).mp4160.23MB
  55. 5. Object Detection/7. TensorFlow2 Object Detection API on images and videos.mp4168.59MB
  56. 5. Object Detection/8. Train Blood Cells Dataset in TensorFlow Object Detection part1.mp4101.64MB
  57. 5. Object Detection/9. Train Blood Cells Dataset in TensorFlow Object Detection part2.mp4176.41MB
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