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[CourseClub.NET] Coursera - Deep Learning in Computer Vision

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 2019-2-14 07:23 2024-12-26 03:45 147 1.12 GB 51
磁力链接
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迅雷链接
thunder://QUFtYWduZXQ6P3h0PXVybjpidGloOjVjMDY1NGQxZDc5MTAzNzlmYTM5MmNiYmM0MWZlNTkwNGY2NGY2MTVaWg==
二维码链接
[CourseClub.NET] Coursera - Deep Learning in Computer Vision的二维码
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相关链接

CourseClub NET Coursera - Deep Learning in Computer Vision

文件列表
  1. 001.Introduction and digital images/001. Short introduction to computer vision.mp415.33MB
  2. 001.Introduction and digital images/002. Digital images.mp412.19MB
  3. 001.Introduction and digital images/003. Structure of human eye and vision.mp422.27MB
  4. 001.Introduction and digital images/004. Color models.mp457.71MB
  5. 002.Basic image processing/005. Image processing goals and tasks.mp410.78MB
  6. 002.Basic image processing/006. Contrast and brightness correction.mp419.67MB
  7. 002.Basic image processing/007. Image convolution.mp426.04MB
  8. 002.Basic image processing/008. Edge detection.mp431.89MB
  9. 003.Image classification/009. Recap Image classification.mp432.43MB
  10. 003.Image classification/010. AlexNet, VGG and Inception architectures.mp443.84MB
  11. 003.Image classification/011. ResNet and beyond.mp443.16MB
  12. 003.Image classification/012. Fine-grained image recognition.mp425.35MB
  13. 003.Image classification/013. Detection and classification of facial attributes.mp424.08MB
  14. 004.Content-based image retrieval/014. Content-based image retrieval.mp431.59MB
  15. 004.Content-based image retrieval/015. Computing semantic image embeddings using convolutional neural networks.mp435.61MB
  16. 004.Content-based image retrieval/016. Employing indexing structures for efficient retrieval of semantic neighbors.mp437.34MB
  17. 004.Content-based image retrieval/017. Face verification.mp425.18MB
  18. 004.Content-based image retrieval/018. The re-identification problem in computer vision.mp421.1MB
  19. 005.Keypoints regression/019. Facial keypoints regression.mp425.6MB
  20. 005.Keypoints regression/020. CNN for keypoints regression.mp423.24MB
  21. 006.Sliding window detectors/021. Object detection problem.mp422.44MB
  22. 006.Sliding window detectors/022. Sliding windows.mp411.75MB
  23. 006.Sliding window detectors/023. HOG-based detector.mp49.14MB
  24. 006.Sliding window detectors/024. Detector training.mp411.72MB
  25. 006.Sliding window detectors/025. Viola-Jones face detector.mp419.45MB
  26. 006.Sliding window detectors/026. Attentional cascades and neural networks.mp412.22MB
  27. 007.Modern detector architectures/027. Region-based convolutional neural network.mp410.69MB
  28. 007.Modern detector architectures/028. From R-CNN to Fast R-CNN.mp417.8MB
  29. 007.Modern detector architectures/029. Faster R-CNN.mp415.76MB
  30. 007.Modern detector architectures/030. Region-based fully-convolutional network.mp48.52MB
  31. 007.Modern detector architectures/031. Single shot detectors.mp414.47MB
  32. 007.Modern detector architectures/032. Speed vs. accuracy tradeoff.mp47.06MB
  33. 007.Modern detector architectures/033. Fun with pedestrian detectors.mp45.84MB
  34. 008.Object tracking/034. Introduction to video analysis.mp412.65MB
  35. 008.Object tracking/035. Optical flow.mp417.35MB
  36. 008.Object tracking/036. Deep learning in optical flow estimation.mp419MB
  37. 008.Object tracking/037. Visual object tracking.mp418.75MB
  38. 008.Object tracking/038. Examples of visual object tracking methods.mp442.92MB
  39. 008.Object tracking/039. Multiple object tracking.mp418.16MB
  40. 008.Object tracking/040. Examples of multiple object tracking methods.mp426.34MB
  41. 009.Action recognition/041. Introduction to action recognition.mp421.89MB
  42. 009.Action recognition/042. Action classification.mp426.62MB
  43. 009.Action recognition/043. Action classification with convolutional neural networks.mp418.79MB
  44. 009.Action recognition/044. Action localization.mp422.39MB
  45. 010.Image segmentation/045. Image segmentation.mp416.02MB
  46. 010.Image segmentation/046. Oversegmentation.mp417.84MB
  47. 010.Image segmentation/047. Deep learning models for image segmentation.mp432.72MB
  48. 010.Image segmentation/048. Human pose estimation as image segmentation.mp433.42MB
  49. 011.Style transfer and image generation/049. Style transfer.mp422.66MB
  50. 011.Style transfer and image generation/050. Generative adversarial networks.mp429.46MB
  51. 011.Style transfer and image generation/051. Image transformation with neural networks.mp422.74MB
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