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	2025-06-27 00:11
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