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[ ] Udemy - Advanced Computer Vision Replearning, Vae, Gan, Deepfake +

  • 收录时间:2023-05-28 08:25:53
  • 文件大小:1GB
  • 下载次数:1
  • 最近下载:2023-05-28 08:25:53
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文件列表

  1. ~Get Your Files Here !/2 - Data Science in Numpy & Pytorch code Background/5 - Data Science in Numpy Part1 Code.mp4 59MB
  2. ~Get Your Files Here !/13 - SupCon & SimCLR Code/51 - Mocking SimCLRCode.mp4 58MB
  3. ~Get Your Files Here !/5 - SOTA Data augmentation Hands On/19 - CutMix Code.mp4 55MB
  4. ~Get Your Files Here !/4 - Faiss & Image Search Hands on Dont skip/10 - Image SearchBasic & Cluster.mp4 54MB
  5. ~Get Your Files Here !/11 - PEARL and NPILD code/43 - NCE & Memory Bank Code.mp4 53MB
  6. ~Get Your Files Here !/3 - Pytorch AutoGrad/8 - Pytorch AutoGrad.mp4 51MB
  7. ~Get Your Files Here !/16 - DeepFakes & Beyond Second Part of the courseInProgress/57 - Generative Vs Discriminative AI With VAE Example will be separate course.mp4 51MB
  8. ~Get Your Files Here !/13 - SupCon & SimCLR Code/52 - SimClr and Supervised Contrastive Learning Code.mp4 45MB
  9. ~Get Your Files Here !/11 - PEARL and NPILD code/44 - Network and Training NPILD & Pearl Code.mp4 40MB
  10. ~Get Your Files Here !/9 - NonParametric Instance Level DiscriminationNPILD hands on/31 - NonParametric Instancelevel Discrimination & Metric learning approach.mp4 39MB
  11. ~Get Your Files Here !/16 - DeepFakes & Beyond Second Part of the courseInProgress/56 - Introduction to DeepFake & Beyond.mp4 39MB
  12. ~Get Your Files Here !/4 - Faiss & Image Search Hands on Dont skip/12 - Basic Image Search Code.mp4 39MB
  13. ~Get Your Files Here !/1 - Introduction/2 - Applications.mp4 38MB
  14. ~Get Your Files Here !/2 - Data Science in Numpy & Pytorch code Background/7 - Data Science in Pytorch Part 2Code.mp4 38MB
  15. ~Get Your Files Here !/3 - Pytorch AutoGrad/9 - Custom CNN in Pytorch.mp4 36MB
  16. ~Get Your Files Here !/4 - Faiss & Image Search Hands on Dont skip/13 - Basic Image Search With pertained Resnet cifar10 dataset Code.mp4 33MB
  17. ~Get Your Files Here !/1 - Introduction/1 - Course Overview.mp4 32MB
  18. ~Get Your Files Here !/2 - Data Science in Numpy & Pytorch code Background/6 - Data Science in Pytorch Part1 Code.mp4 31MB
  19. ~Get Your Files Here !/6 - Softmax think out of the box Hands On/23 - Temperature Scaling & soft softmax code.mp4 31MB
  20. ~Get Your Files Here !/13 - SupCon & SimCLR Code/50 - Supervised Contrastive Learning.mp4 31MB
  21. ~Get Your Files Here !/10 - PEARL/42 - PEARL Results.mp4 30MB
  22. ~Get Your Files Here !/15 - Few More ideas in Visual Representation Learning/53 - Vissl & Albumentations.mp4 30MB
  23. ~Get Your Files Here !/5 - SOTA Data augmentation Hands On/20 - RandAugment.mp4 29MB
  24. ~Get Your Files Here !/9 - NonParametric Instance Level DiscriminationNPILD hands on/38 - Non Parametric Softmax CrossEntropy Code.mp4 29MB
  25. ~Get Your Files Here !/5 - SOTA Data augmentation Hands On/16 - CutMix Paper Overview.mp4 28MB
  26. ~Get Your Files Here !/6 - Softmax think out of the box Hands On/22 - SoftMax Think out of the box.mp4 28MB
  27. ~Get Your Files Here !/12 - SimCLR/45 - SIMCLR Overview.mp4 27MB
  28. ~Get Your Files Here !/10 - PEARL/39 - SelfSupervised Learning of PretextInvariant Representations PEARL Part 1.mp4 27MB
  29. ~Get Your Files Here !/5 - SOTA Data augmentation Hands On/15 - Why Data Augmentation & History.mp4 27MB
  30. ~Get Your Files Here !/4 - Faiss & Image Search Hands on Dont skip/14 - Cluster Search Code.mp4 24MB
  31. ~Get Your Files Here !/8 - JigSaw/29 - Network and Training process.mp4 23MB
  32. ~Get Your Files Here !/7 - Prelearing & UVR by Context Prediction Theory/27 - Results of UVR by Context Prediction.mp4 22MB
  33. ~Get Your Files Here !/5 - SOTA Data augmentation Hands On/21 - RandAugment Code.mp4 22MB
  34. ~Get Your Files Here !/10 - PEARL/41 - PEARL Loss.mp4 20MB
  35. ~Get Your Files Here !/1 - Introduction/4 - Course Structure & Important Notes.mp4 20MB
  36. ~Get Your Files Here !/7 - Prelearing & UVR by Context Prediction Theory/26 - Overview of Unsupervised Visual Representation Learning by Context Prediction.mp4 19MB
  37. ~Get Your Files Here !/1 - Introduction/3 - Google Colab Setup.mp4 19MB
  38. ~Get Your Files Here !/12 - SimCLR/46 - SIMCLR & Multiview Batch.mp4 18MB
  39. ~Get Your Files Here !/12 - SimCLR/47 - SimCLR Algorithm and Loss.mp4 16MB
  40. ~Get Your Files Here !/8 - JigSaw/30 - Results of JigSaw.mp4 16MB
  41. ~Get Your Files Here !/8 - JigSaw/28 - Overview of Jigsaw.mp4 15MB
  42. ~Get Your Files Here !/5 - SOTA Data augmentation Hands On/17 - Results of CutMix.mp4 15MB
  43. ~Get Your Files Here !/9 - NonParametric Instance Level DiscriminationNPILD hands on/34 - Noise contrastive estimation NCE Part 1.mp4 15MB
  44. ~Get Your Files Here !/9 - NonParametric Instance Level DiscriminationNPILD hands on/37 - NPILD Result.mp4 14MB
  45. ~Get Your Files Here !/15 - Few More ideas in Visual Representation Learning/54 - Tips From My Expeience.mp4 14MB
  46. ~Get Your Files Here !/15 - Few More ideas in Visual Representation Learning/55 - Few More ideas.mp4 14MB
  47. ~Get Your Files Here !/5 - SOTA Data augmentation Hands On/18 - CutMix Algorithm.mp4 12MB
  48. ~Get Your Files Here !/12 - SimCLR/49 - Softmax is invariant under translation Important.mp4 12MB
  49. ~Get Your Files Here !/9 - NonParametric Instance Level DiscriminationNPILD hands on/32 - NPILD Training Process.mp4 11MB
  50. ~Get Your Files Here !/10 - PEARL/40 - PEARL Overview Part 2.mp4 11MB
  51. ~Get Your Files Here !/9 - NonParametric Instance Level DiscriminationNPILD hands on/36 - NPILD Put it all together.mp4 11MB
  52. ~Get Your Files Here !/4 - Faiss & Image Search Hands on Dont skip/11 - Faiss Overview.mp4 10MB
  53. ~Get Your Files Here !/9 - NonParametric Instance Level DiscriminationNPILD hands on/33 - Non Parametric Softmax.mp4 9MB
  54. ~Get Your Files Here !/6 - Softmax think out of the box Hands On/24 - Summery.mp4 9MB
  55. ~Get Your Files Here !/7 - Prelearing & UVR by Context Prediction Theory/25 - Pretext Task.mp4 7MB
  56. ~Get Your Files Here !/9 - NonParametric Instance Level DiscriminationNPILD hands on/35 - FULL NCE Loss.mp4 5MB
  57. ~Get Your Files Here !/12 - SimCLR/48 - Training Details.mp4 4MB
  58. ~Get Your Files Here !/11 - PEARL and NPILD code/npild_pearl/npild_pearl.ipynb 808KB
  59. ~Get Your Files Here !/13 - SupCon & SimCLR Code/selfsupcon_supcon/selfsupcon_supcon.ipynb 453KB
  60. ~Get Your Files Here !/5 - SOTA Data augmentation Hands On/augmentations/cutmix.ipynb 437KB
  61. ~Get Your Files Here !/4 - Faiss & Image Search Hands on Dont skip/image_search/faiss.ipynb 319KB
  62. ~Get Your Files Here !/3 - Pytorch AutoGrad/9 - custom-CNN.ipynb 121KB
  63. ~Get Your Files Here !/5 - SOTA Data augmentation Hands On/augmentations/randaug.ipynb 97KB
  64. ~Get Your Files Here !/4 - Faiss & Image Search Hands on Dont skip/image_search/basic_search_with_resnet_imagenet.ipynb 69KB
  65. ~Get Your Files Here !/4 - Faiss & Image Search Hands on Dont skip/image_search/basic_img_search_with_pretraied_resnet_trained_with_cifar10.ipynb 66KB
  66. ~Get Your Files Here !/2 - Data Science in Numpy & Pytorch code Background/background/torch_training_process.ipynb 64KB
  67. ~Get Your Files Here !/4 - Faiss & Image Search Hands on Dont skip/image_search/cluster_search_v1.ipynb 60KB
  68. ~Get Your Files Here !/6 - Softmax think out of the box Hands On/soft_softmax/not_so_soft.ipynb 54KB
  69. ~Get Your Files Here !/11 - PEARL and NPILD code/npild_pearl/mock_npild_pearl.ipynb 36KB
  70. ~Get Your Files Here !/2 - Data Science in Numpy & Pytorch code Background/background/numpy_v1.ipynb 20KB
  71. ~Get Your Files Here !/13 - SupCon & SimCLR Code/selfsupcon_supcon/mock_selfsupcon_loss.ipynb 14KB
  72. ~Get Your Files Here !/2 - Data Science in Numpy & Pytorch code Background/5 - Data Science in Numpy Part1 Code English.srt 13KB
  73. ~Get Your Files Here !/2 - Data Science in Numpy & Pytorch code Background/background/torch_v2.ipynb 13KB
  74. ~Get Your Files Here !/13 - SupCon & SimCLR Code/51 - Mocking SimCLRCode English.srt 11KB
  75. ~Get Your Files Here !/11 - PEARL and NPILD code/43 - NCE & Memory Bank Code English.srt 10KB
  76. ~Get Your Files Here !/2 - Data Science in Numpy & Pytorch code Background/background/torch_intro.ipynb 9KB
  77. ~Get Your Files Here !/5 - SOTA Data augmentation Hands On/19 - CutMix Code English.srt 9KB
  78. ~Get Your Files Here !/2 - Data Science in Numpy & Pytorch code Background/7 - Data Science in Pytorch Part 2Code English.srt 8KB
  79. ~Get Your Files Here !/3 - Pytorch AutoGrad/8 - torch-grad.ipynb 8KB
  80. ~Get Your Files Here !/4 - Faiss & Image Search Hands on Dont skip/10 - Image SearchBasic & Cluster English.srt 8KB
  81. ~Get Your Files Here !/3 - Pytorch AutoGrad/8 - Pytorch AutoGrad English.srt 8KB
  82. ~Get Your Files Here !/13 - SupCon & SimCLR Code/52 - SimClr and Supervised Contrastive Learning Code English.srt 7KB
  83. ~Get Your Files Here !/11 - PEARL and NPILD code/npild_pearl/non_parrametric_softmax_crossentropy.ipynb 7KB
  84. ~Get Your Files Here !/16 - DeepFakes & Beyond Second Part of the courseInProgress/57 - Generative Vs Discriminative AI With VAE Example will be separate course English.srt 7KB
  85. ~Get Your Files Here !/3 - Pytorch AutoGrad/9 - Custom CNN in Pytorch English.srt 7KB
  86. ~Get Your Files Here !/2 - Data Science in Numpy & Pytorch code Background/6 - Data Science in Pytorch Part1 Code English.srt 7KB
  87. ~Get Your Files Here !/10 - PEARL/41 - PEARL Loss English.srt 7KB
  88. ~Get Your Files Here !/9 - NonParametric Instance Level DiscriminationNPILD hands on/31 - NonParametric Instancelevel Discrimination & Metric learning approach English.srt 7KB
  89. ~Get Your Files Here !/4 - Faiss & Image Search Hands on Dont skip/12 - Basic Image Search Code English.srt 6KB
  90. ~Get Your Files Here !/13 - SupCon & SimCLR Code/50 - Supervised Contrastive Learning English.srt 6KB
  91. ~Get Your Files Here !/16 - DeepFakes & Beyond Second Part of the courseInProgress/56 - Introduction to DeepFake & Beyond English.srt 6KB
  92. ~Get Your Files Here !/9 - NonParametric Instance Level DiscriminationNPILD hands on/38 - Non Parametric Softmax CrossEntropy Code English.srt 6KB
  93. ~Get Your Files Here !/10 - PEARL/42 - PEARL Results English.srt 6KB
  94. ~Get Your Files Here !/11 - PEARL and NPILD code/44 - Network and Training NPILD & Pearl Code English.srt 6KB
  95. ~Get Your Files Here !/15 - Few More ideas in Visual Representation Learning/54 - Tips From My Expeience English.srt 6KB
  96. ~Get Your Files Here !/6 - Softmax think out of the box Hands On/22 - SoftMax Think out of the box English.srt 6KB
  97. ~Get Your Files Here !/5 - SOTA Data augmentation Hands On/15 - Why Data Augmentation & History English.srt 5KB
  98. ~Get Your Files Here !/8 - JigSaw/29 - Network and Training process English.srt 5KB
  99. ~Get Your Files Here !/10 - PEARL/39 - SelfSupervised Learning of PretextInvariant Representations PEARL Part 1 English.srt 5KB
  100. ~Get Your Files Here !/7 - Prelearing & UVR by Context Prediction Theory/27 - Results of UVR by Context Prediction English.srt 5KB
  101. ~Get Your Files Here !/9 - NonParametric Instance Level DiscriminationNPILD hands on/34 - Noise contrastive estimation NCE Part 1 English.srt 5KB
  102. ~Get Your Files Here !/1 - Introduction/1 - Course Overview English.srt 5KB
  103. ~Get Your Files Here !/15 - Few More ideas in Visual Representation Learning/55 - Few More ideas English.srt 5KB
  104. ~Get Your Files Here !/5 - SOTA Data augmentation Hands On/20 - RandAugment English.srt 5KB
  105. ~Get Your Files Here !/4 - Faiss & Image Search Hands on Dont skip/13 - Basic Image Search With pertained Resnet cifar10 dataset Code English.srt 5KB
  106. ~Get Your Files Here !/6 - Softmax think out of the box Hands On/23 - Temperature Scaling & soft softmax code English.srt 4KB
  107. ~Get Your Files Here !/12 - SimCLR/45 - SIMCLR Overview English.srt 4KB
  108. ~Get Your Files Here !/1 - Introduction/2 - Applications English.srt 4KB
  109. ~Get Your Files Here !/12 - SimCLR/46 - SIMCLR & Multiview Batch English.srt 4KB
  110. ~Get Your Files Here !/1 - Introduction/4 - Course Structure & Important Notes English.srt 4KB
  111. ~Get Your Files Here !/10 - PEARL/40 - PEARL Overview Part 2 English.srt 4KB
  112. ~Get Your Files Here !/5 - SOTA Data augmentation Hands On/16 - CutMix Paper Overview English.srt 4KB
  113. ~Get Your Files Here !/1 - Introduction/3 - Google Colab Setup English.srt 4KB
  114. ~Get Your Files Here !/9 - NonParametric Instance Level DiscriminationNPILD hands on/32 - NPILD Training Process English.srt 4KB
  115. ~Get Your Files Here !/9 - NonParametric Instance Level DiscriminationNPILD hands on/36 - NPILD Put it all together English.srt 4KB
  116. ~Get Your Files Here !/15 - Few More ideas in Visual Representation Learning/53 - Vissl & Albumentations English.srt 3KB
  117. ~Get Your Files Here !/4 - Faiss & Image Search Hands on Dont skip/14 - Cluster Search Code English.srt 3KB
  118. ~Get Your Files Here !/5 - SOTA Data augmentation Hands On/21 - RandAugment Code English.srt 3KB
  119. ~Get Your Files Here !/9 - NonParametric Instance Level DiscriminationNPILD hands on/33 - Non Parametric Softmax English.srt 3KB
  120. ~Get Your Files Here !/12 - SimCLR/47 - SimCLR Algorithm and Loss English.srt 3KB
  121. ~Get Your Files Here !/7 - Prelearing & UVR by Context Prediction Theory/25 - Pretext Task English.srt 3KB
  122. ~Get Your Files Here !/5 - SOTA Data augmentation Hands On/17 - Results of CutMix English.srt 3KB
  123. ~Get Your Files Here !/5 - SOTA Data augmentation Hands On/18 - CutMix Algorithm English.srt 3KB
  124. ~Get Your Files Here !/7 - Prelearing & UVR by Context Prediction Theory/26 - Overview of Unsupervised Visual Representation Learning by Context Prediction English.srt 2KB
  125. ~Get Your Files Here !/9 - NonParametric Instance Level DiscriminationNPILD hands on/37 - NPILD Result English.srt 2KB
  126. ~Get Your Files Here !/12 - SimCLR/49 - Softmax is invariant under translation Important English.srt 2KB
  127. ~Get Your Files Here !/8 - JigSaw/30 - Results of JigSaw English.srt 2KB
  128. ~Get Your Files Here !/8 - JigSaw/28 - Overview of Jigsaw English.srt 2KB
  129. ~Get Your Files Here !/12 - SimCLR/48 - Training Details English.srt 2KB
  130. ~Get Your Files Here !/9 - NonParametric Instance Level DiscriminationNPILD hands on/35 - FULL NCE Loss English.srt 2KB
  131. ~Get Your Files Here !/4 - Faiss & Image Search Hands on Dont skip/11 - Faiss Overview English.srt 2KB
  132. ~Get Your Files Here !/6 - Softmax think out of the box Hands On/24 - Summery English.srt 628B
  133. ~Get Your Files Here !/Bonus Resources.txt 386B
  134. Get Bonus Downloads Here.url 182B
  135. ~Get Your Files Here !/2 - Data Science in Numpy & Pytorch code Background/1 - Quiz on Numpy.html 108B
  136. ~Get Your Files Here !/14 - Practice Test Covering Upto DUVRL/2 - Test what you have learned.html 33B
  137. ~Get Your Files Here !/14 - Practice Test Covering Upto DUVRL/1 - Test Numpy skill.html 26B