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~Get Your Files Here !/1 - Introduction/1 - Course Overview English.srt
4.9 KB
~Get Your Files Here !/1 - Introduction/1 - Course Overview.mp4
31.5 MB
~Get Your Files Here !/1 - Introduction/2 - Applications English.srt
4.1 KB
~Get Your Files Here !/1 - Introduction/2 - Applications.mp4
38.3 MB
~Get Your Files Here !/1 - Introduction/3 - Google Colab Setup English.srt
3.7 KB
~Get Your Files Here !/1 - Introduction/3 - Google Colab Setup.mp4
18.9 MB
~Get Your Files Here !/1 - Introduction/4 - Course Structure & Important Notes English.srt
3.9 KB
~Get Your Files Here !/1 - Introduction/4 - Course Structure & Important Notes.mp4
19.7 MB
~Get Your Files Here !/10 - PEARL/39 - SelfSupervised Learning of PretextInvariant Representations PEARL Part 1 English.srt
5.1 KB
~Get Your Files Here !/10 - PEARL/39 - SelfSupervised Learning of PretextInvariant Representations PEARL Part 1.mp4
27.3 MB
~Get Your Files Here !/10 - PEARL/40 - PEARL Overview Part 2 English.srt
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~Get Your Files Here !/10 - PEARL/40 - PEARL Overview Part 2.mp4
11.1 MB
~Get Your Files Here !/10 - PEARL/41 - PEARL Loss English.srt
6.8 KB
~Get Your Files Here !/10 - PEARL/41 - PEARL Loss.mp4
20.4 MB
~Get Your Files Here !/10 - PEARL/42 - PEARL Results English.srt
5.9 KB
~Get Your Files Here !/10 - PEARL/42 - PEARL Results.mp4
30.3 MB
~Get Your Files Here !/11 - PEARL and NPILD code/43 - NCE & Memory Bank Code English.srt
10.4 KB
~Get Your Files Here !/11 - PEARL and NPILD code/43 - NCE & Memory Bank Code.mp4
53.2 MB
~Get Your Files Here !/11 - PEARL and NPILD code/44 - Network and Training NPILD & Pearl Code English.srt
5.8 KB
~Get Your Files Here !/11 - PEARL and NPILD code/44 - Network and Training NPILD & Pearl Code.mp4
40.3 MB
~Get Your Files Here !/11 - PEARL and NPILD code/npild_pearl/mock_npild_pearl.ipynb
35.8 KB
~Get Your Files Here !/11 - PEARL and NPILD code/npild_pearl/non_parrametric_softmax_crossentropy.ipynb
7.3 KB
~Get Your Files Here !/11 - PEARL and NPILD code/npild_pearl/npild_pearl.ipynb
808.3 KB
~Get Your Files Here !/12 - SimCLR/45 - SIMCLR Overview English.srt
4.1 KB
~Get Your Files Here !/12 - SimCLR/45 - SIMCLR Overview.mp4
27.4 MB
~Get Your Files Here !/12 - SimCLR/46 - SIMCLR & Multiview Batch English.srt
4 KB
~Get Your Files Here !/12 - SimCLR/46 - SIMCLR & Multiview Batch.mp4
18.1 MB
~Get Your Files Here !/12 - SimCLR/47 - SimCLR Algorithm and Loss English.srt
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~Get Your Files Here !/12 - SimCLR/47 - SimCLR Algorithm and Loss.mp4
16.2 MB
~Get Your Files Here !/12 - SimCLR/48 - Training Details English.srt
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~Get Your Files Here !/12 - SimCLR/48 - Training Details.mp4
4.2 MB
~Get Your Files Here !/12 - SimCLR/49 - Softmax is invariant under translation Important English.srt
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~Get Your Files Here !/12 - SimCLR/49 - Softmax is invariant under translation Important.mp4
11.6 MB
~Get Your Files Here !/13 - SupCon & SimCLR Code/50 - Supervised Contrastive Learning English.srt
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~Get Your Files Here !/13 - SupCon & SimCLR Code/50 - Supervised Contrastive Learning.mp4
31 MB
~Get Your Files Here !/13 - SupCon & SimCLR Code/51 - Mocking SimCLRCode English.srt
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~Get Your Files Here !/13 - SupCon & SimCLR Code/51 - Mocking SimCLRCode.mp4
57.6 MB
~Get Your Files Here !/13 - SupCon & SimCLR Code/52 - SimClr and Supervised Contrastive Learning Code English.srt
7.4 KB
~Get Your Files Here !/13 - SupCon & SimCLR Code/52 - SimClr and Supervised Contrastive Learning Code.mp4
44.8 MB
~Get Your Files Here !/13 - SupCon & SimCLR Code/selfsupcon_supcon/mock_selfsupcon_loss.ipynb
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~Get Your Files Here !/13 - SupCon & SimCLR Code/selfsupcon_supcon/selfsupcon_supcon.ipynb
453.4 KB
~Get Your Files Here !/14 - Practice Test Covering Upto DUVRL/1 - Test Numpy skill.html
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~Get Your Files Here !/14 - Practice Test Covering Upto DUVRL/2 - Test what you have learned.html
33 B
~Get Your Files Here !/15 - Few More ideas in Visual Representation Learning/53 - Vissl & Albumentations English.srt
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~Get Your Files Here !/15 - Few More ideas in Visual Representation Learning/53 - Vissl & Albumentations.mp4
30.1 MB
~Get Your Files Here !/15 - Few More ideas in Visual Representation Learning/54 - Tips From My Expeience English.srt
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~Get Your Files Here !/15 - Few More ideas in Visual Representation Learning/54 - Tips From My Expeience.mp4
14.2 MB
~Get Your Files Here !/15 - Few More ideas in Visual Representation Learning/55 - Few More ideas English.srt
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~Get Your Files Here !/15 - Few More ideas in Visual Representation Learning/55 - Few More ideas.mp4
13.9 MB
~Get Your Files Here !/16 - DeepFakes & Beyond Second Part of the courseInProgress/56 - Introduction to DeepFake & Beyond English.srt
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~Get Your Files Here !/16 - DeepFakes & Beyond Second Part of the courseInProgress/56 - Introduction to DeepFake & Beyond.mp4
38.7 MB
~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
7.3 KB
~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
50.6 MB
~Get Your Files Here !/2 - Data Science in Numpy & Pytorch code Background/1 - Quiz on Numpy.html
108 B
~Get Your Files Here !/2 - Data Science in Numpy & Pytorch code Background/5 - Data Science in Numpy Part1 Code English.srt
13.1 KB
~Get Your Files Here !/2 - Data Science in Numpy & Pytorch code Background/5 - Data Science in Numpy Part1 Code.mp4
59.1 MB
~Get Your Files Here !/2 - Data Science in Numpy & Pytorch code Background/6 - Data Science in Pytorch Part1 Code English.srt
7 KB
~Get Your Files Here !/2 - Data Science in Numpy & Pytorch code Background/6 - Data Science in Pytorch Part1 Code.mp4
31.5 MB
~Get Your Files Here !/2 - Data Science in Numpy & Pytorch code Background/7 - Data Science in Pytorch Part 2Code English.srt
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~Get Your Files Here !/2 - Data Science in Numpy & Pytorch code Background/7 - Data Science in Pytorch Part 2Code.mp4
38.1 MB
~Get Your Files Here !/2 - Data Science in Numpy & Pytorch code Background/background/numpy_v1.ipynb
20.4 KB
~Get Your Files Here !/2 - Data Science in Numpy & Pytorch code Background/background/torch_intro.ipynb
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~Get Your Files Here !/2 - Data Science in Numpy & Pytorch code Background/background/torch_training_process.ipynb
64 KB
~Get Your Files Here !/2 - Data Science in Numpy & Pytorch code Background/background/torch_v2.ipynb
12.7 KB
~Get Your Files Here !/3 - Pytorch AutoGrad/8 - Pytorch AutoGrad English.srt
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~Get Your Files Here !/3 - Pytorch AutoGrad/8 - Pytorch AutoGrad.mp4
51.1 MB
~Get Your Files Here !/3 - Pytorch AutoGrad/8 - torch-grad.ipynb
8.1 KB
~Get Your Files Here !/3 - Pytorch AutoGrad/9 - Custom CNN in Pytorch English.srt
7 KB
~Get Your Files Here !/3 - Pytorch AutoGrad/9 - Custom CNN in Pytorch.mp4
36.4 MB
~Get Your Files Here !/3 - Pytorch AutoGrad/9 - custom-CNN.ipynb
120.6 KB
~Get Your Files Here !/4 - Faiss & Image Search Hands on Dont skip/10 - Image SearchBasic & Cluster English.srt
7.8 KB
~Get Your Files Here !/4 - Faiss & Image Search Hands on Dont skip/10 - Image SearchBasic & Cluster.mp4
53.9 MB
~Get Your Files Here !/4 - Faiss & Image Search Hands on Dont skip/11 - Faiss Overview English.srt
1.6 KB
~Get Your Files Here !/4 - Faiss & Image Search Hands on Dont skip/11 - Faiss Overview.mp4
10.2 MB
~Get Your Files Here !/4 - Faiss & Image Search Hands on Dont skip/12 - Basic Image Search Code English.srt
6.5 KB
~Get Your Files Here !/4 - Faiss & Image Search Hands on Dont skip/12 - Basic Image Search Code.mp4
38.6 MB
~Get Your Files Here !/4 - Faiss & Image Search Hands on Dont skip/13 - Basic Image Search With pertained Resnet cifar10 dataset Code English.srt
4.7 KB
~Get Your Files Here !/4 - Faiss & Image Search Hands on Dont skip/13 - Basic Image Search With pertained Resnet cifar10 dataset Code.mp4
32.6 MB
~Get Your Files Here !/4 - Faiss & Image Search Hands on Dont skip/14 - Cluster Search Code English.srt
3.5 KB
~Get Your Files Here !/4 - Faiss & Image Search Hands on Dont skip/14 - Cluster Search Code.mp4
23.7 MB
~Get Your Files Here !/4 - Faiss & Image Search Hands on Dont skip/image_search/basic_img_search_with_pretraied_resnet_trained_with_cifar10.ipynb
66.2 KB
~Get Your Files Here !/4 - Faiss & Image Search Hands on Dont skip/image_search/basic_search_with_resnet_imagenet.ipynb
69.4 KB
~Get Your Files Here !/4 - Faiss & Image Search Hands on Dont skip/image_search/cluster_search_v1.ipynb
60.4 KB
~Get Your Files Here !/4 - Faiss & Image Search Hands on Dont skip/image_search/faiss.ipynb
319 KB
~Get Your Files Here !/5 - SOTA Data augmentation Hands On/15 - Why Data Augmentation & History English.srt
5.2 KB
~Get Your Files Here !/5 - SOTA Data augmentation Hands On/15 - Why Data Augmentation & History.mp4
26.7 MB
~Get Your Files Here !/5 - SOTA Data augmentation Hands On/16 - CutMix Paper Overview English.srt
3.8 KB
~Get Your Files Here !/5 - SOTA Data augmentation Hands On/16 - CutMix Paper Overview.mp4
28.3 MB
~Get Your Files Here !/5 - SOTA Data augmentation Hands On/17 - Results of CutMix English.srt
2.8 KB
~Get Your Files Here !/5 - SOTA Data augmentation Hands On/17 - Results of CutMix.mp4
15.1 MB
~Get Your Files Here !/5 - SOTA Data augmentation Hands On/18 - CutMix Algorithm English.srt
2.7 KB
~Get Your Files Here !/5 - SOTA Data augmentation Hands On/18 - CutMix Algorithm.mp4
11.8 MB
~Get Your Files Here !/5 - SOTA Data augmentation Hands On/19 - CutMix Code English.srt
8.8 KB
~Get Your Files Here !/5 - SOTA Data augmentation Hands On/19 - CutMix Code.mp4
54.6 MB
~Get Your Files Here !/5 - SOTA Data augmentation Hands On/20 - RandAugment English.srt
4.8 KB
~Get Your Files Here !/5 - SOTA Data augmentation Hands On/20 - RandAugment.mp4
28.8 MB
~Get Your Files Here !/5 - SOTA Data augmentation Hands On/21 - RandAugment Code English.srt
3.4 KB
~Get Your Files Here !/5 - SOTA Data augmentation Hands On/21 - RandAugment Code.mp4
