FileMood

Download [ DevCourseWeb.com ] Udemy - Advanced Computer Vision Replearning, Vae, Gan, Deepfake +

DevCourseWeb com Udemy Advanced Computer Vision Replearning Vae Gan Deepfake

Name

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

  DOWNLOAD Copy Link

Trouble downloading? see How To

Total Size

1.6 GB

Total Files

137

Last Seen

2025-06-24 00:16

Hash

84875470909E6E71FC3AFF3FDBB0647B6965B94B

/

Get Bonus Downloads Here.url

0.2 KB

/1 - Introduction/

1 - Course Overview English.srt

5.0 KB

1 - Course Overview.mp4

33.0 MB

2 - Applications English.srt

4.2 KB

2 - Applications.mp4

40.2 MB

3 - Google Colab Setup English.srt

3.8 KB

3 - Google Colab Setup.mp4

19.9 MB

4 - Course Structure & Important Notes English.srt

4.0 KB

4 - Course Structure & Important Notes.mp4

20.7 MB

/10 - PEARL/

39 - SelfSupervised Learning of PretextInvariant Representations PEARL Part 1 English.srt

5.2 KB

39 - SelfSupervised Learning of PretextInvariant Representations PEARL Part 1.mp4

28.6 MB

40 - PEARL Overview Part 2 English.srt

4.0 KB

40 - PEARL Overview Part 2.mp4

11.6 MB

41 - PEARL Loss English.srt

7.0 KB

41 - PEARL Loss.mp4

21.4 MB

42 - PEARL Results English.srt

6.0 KB

42 - PEARL Results.mp4

31.7 MB

/.../11 - PEARL and NPILD code/

43 - NCE & Memory Bank Code English.srt

10.6 KB

43 - NCE & Memory Bank Code.mp4

55.8 MB

44 - Network and Training NPILD & Pearl Code English.srt

6.0 KB

44 - Network and Training NPILD & Pearl Code.mp4

42.2 MB

/.../11 - PEARL and NPILD code/npild_pearl/

mock_npild_pearl.ipynb

36.6 KB

non_parrametric_softmax_crossentropy.ipynb

7.5 KB

npild_pearl.ipynb

827.7 KB

/12 - SimCLR/

45 - SIMCLR Overview English.srt

4.2 KB

45 - SIMCLR Overview.mp4

28.7 MB

46 - SIMCLR & Multiview Batch English.srt

4.1 KB

46 - SIMCLR & Multiview Batch.mp4

19.0 MB

47 - SimCLR Algorithm and Loss English.srt

3.4 KB

47 - SimCLR Algorithm and Loss.mp4

17.0 MB

48 - Training Details English.srt

1.9 KB

48 - Training Details.mp4

4.4 MB

49 - Softmax is invariant under translation Important English.srt

2.3 KB

49 - Softmax is invariant under translation Important.mp4

12.1 MB

/.../13 - SupCon & SimCLR Code/

50 - Supervised Contrastive Learning English.srt

6.5 KB

50 - Supervised Contrastive Learning.mp4

32.5 MB

51 - Mocking SimCLRCode English.srt

11.2 KB

51 - Mocking SimCLRCode.mp4

60.4 MB

52 - SimClr and Supervised Contrastive Learning Code English.srt

7.6 KB

52 - SimClr and Supervised Contrastive Learning Code.mp4

47.0 MB

/.../13 - SupCon & SimCLR Code/selfsupcon_supcon/

mock_selfsupcon_loss.ipynb

14.5 KB

selfsupcon_supcon.ipynb

464.3 KB

/.../14 - Practice Test Covering Upto DUVRL/

1 - Test Numpy skill.html

0.0 KB

2 - Test what you have learned.html

0.0 KB

/.../15 - Few More ideas in Visual Representation Learning/

53 - Vissl & Albumentations English.srt

3.6 KB

53 - Vissl & Albumentations.mp4

31.6 MB

54 - Tips From My Expeience English.srt

5.9 KB

54 - Tips From My Expeience.mp4

14.9 MB

55 - Few More ideas English.srt

4.9 KB

55 - Few More ideas.mp4

14.6 MB

/.../16 - DeepFakes & Beyond Second Part of the courseInProgress/

56 - Introduction to DeepFake & Beyond English.srt

6.3 KB

56 - Introduction to DeepFake & Beyond.mp4

40.6 MB

57 - Generative Vs Discriminative AI With VAE Example will be separate course English.srt

7.5 KB

57 - Generative Vs Discriminative AI With VAE Example will be separate course.mp4

53.0 MB

/.../2 - Data Science in Numpy & Pytorch code Background/

1 - Quiz on Numpy.html

0.1 KB

5 - Data Science in Numpy Part1 Code English.srt

13.4 KB

5 - Data Science in Numpy Part1 Code.mp4

61.9 MB

6 - Data Science in Pytorch Part1 Code English.srt

7.2 KB

6 - Data Science in Pytorch Part1 Code.mp4

33.0 MB

7 - Data Science in Pytorch Part 2Code English.srt

8.4 KB

7 - Data Science in Pytorch Part 2Code.mp4

39.9 MB

/.../2 - Data Science in Numpy & Pytorch code Background/background/

numpy_v1.ipynb

20.9 KB

torch_intro.ipynb

9.4 KB

torch_training_process.ipynb

65.5 KB

torch_v2.ipynb

13.0 KB

/3 - Pytorch AutoGrad/

8 - Pytorch AutoGrad English.srt

7.9 KB

8 - Pytorch AutoGrad.mp4

53.6 MB

8 - torch-grad.ipynb

8.3 KB

9 - Custom CNN in Pytorch English.srt

7.2 KB

9 - Custom CNN in Pytorch.mp4

38.2 MB

9 - custom-CNN.ipynb

123.5 KB

/.../4 - Faiss & Image Search Hands on Dont skip/

10 - Image SearchBasic & Cluster English.srt

8.0 KB

10 - Image SearchBasic & Cluster.mp4

56.5 MB

11 - Faiss Overview English.srt

1.6 KB

11 - Faiss Overview.mp4

10.7 MB

12 - Basic Image Search Code English.srt

6.6 KB

12 - Basic Image Search Code.mp4

40.5 MB

13 - Basic Image Search With pertained Resnet cifar10 dataset Code English.srt

4.8 KB

13 - Basic Image Search With pertained Resnet cifar10 dataset Code.mp4

34.1 MB

14 - Cluster Search Code English.srt

3.5 KB

14 - Cluster Search Code.mp4

24.8 MB

/.../4 - Faiss & Image Search Hands on Dont skip/image_search/

basic_img_search_with_pretraied_resnet_trained_with_cifar10.ipynb

67.7 KB

basic_search_with_resnet_imagenet.ipynb

71.0 KB

cluster_search_v1.ipynb

61.8 KB

faiss.ipynb

326.7 KB

/.../5 - SOTA Data augmentation Hands On/

15 - Why Data Augmentation & History English.srt

5.4 KB

15 - Why Data Augmentation & History.mp4

28.0 MB

16 - CutMix Paper Overview English.srt

3.9 KB

16 - CutMix Paper Overview.mp4

29.6 MB

17 - Results of CutMix English.srt

2.9 KB

17 - Results of CutMix.mp4

15.8 MB

18 - CutMix Algorithm English.srt

2.8 KB

18 - CutMix Algorithm.mp4

12.4 MB

19 - CutMix Code English.srt

9.0 KB

19 - CutMix Code.mp4

57.2 MB

20 - RandAugment English.srt

4.9 KB

20 - RandAugment.mp4

30.2 MB

21 - RandAugment Code English.srt

3.5 KB

21 - RandAugment Code.mp4

23.0 MB

/.../5 - SOTA Data augmentation Hands On/augmentations/

cutmix.ipynb

448.0 KB

randaug.ipynb

99.6 KB

/.../6 - Softmax think out of the box Hands On/

22 - SoftMax Think out of the box English.srt

5.7 KB

22 - SoftMax Think out of the box.mp4

29.1 MB

23 - Temperature Scaling & soft softmax code English.srt

4.4 KB

23 - Temperature Scaling & soft softmax code.mp4

32.9 MB

24 - Summery English.srt

0.6 KB

24 - Summery.mp4

9.7 MB

/.../6 - Softmax think out of the box Hands On/soft_softmax/

not_so_soft.ipynb

54.9 KB

/.../7 - Prelearing & UVR by Context Prediction Theory/

25 - Pretext Task English.srt

3.0 KB

25 - Pretext Task.mp4

7.3 MB

26 - Overview of Unsupervised Visual Representation Learning by Context Prediction English.srt

2.4 KB

26 - Overview of Unsupervised Visual Representation Learning by Context Prediction.mp4

20.0 MB

27 - Results of UVR by Context Prediction English.srt

5.1 KB

27 - Results of UVR by Context Prediction.mp4

23.0 MB

/8 - JigSaw/

28 - Overview of Jigsaw English.srt

2.1 KB

28 - Overview of Jigsaw.mp4

15.9 MB

29 - Network and Training process English.srt

5.2 KB

29 - Network and Training process.mp4

23.7 MB

30 - Results of JigSaw English.srt

2.3 KB

30 - Results of JigSaw.mp4

16.4 MB

/.../9 - NonParametric Instance Level DiscriminationNPILD hands on/

31 - NonParametric Instancelevel Discrimination & Metric learning approach English.srt

6.8 KB

31 - NonParametric Instancelevel Discrimination & Metric learning approach.mp4

41.2 MB

32 - NPILD Training Process English.srt

3.7 KB

32 - NPILD Training Process.mp4

11.9 MB

33 - Non Parametric Softmax English.srt

3.5 KB

33 - Non Parametric Softmax.mp4

9.8 MB

34 - Noise contrastive estimation NCE Part 1 English.srt

5.1 KB

34 - Noise contrastive estimation NCE Part 1.mp4

15.8 MB

35 - FULL NCE Loss English.srt

1.6 KB

35 - FULL NCE Loss.mp4

5.3 MB

36 - NPILD Put it all together English.srt

3.7 KB

36 - NPILD Put it all together.mp4

11.2 MB

37 - NPILD Result English.srt

2.4 KB

37 - NPILD Result.mp4

15.0 MB

38 - Non Parametric Softmax CrossEntropy Code English.srt

6.1 KB

38 - Non Parametric Softmax CrossEntropy Code.mp4

30.0 MB

/~Get Your Files Here !/

Bonus Resources.txt

0.4 KB

 

Total files 137


Copyright © 2025 FileMood.com