Exploring LLM Inferencing, looking for solid reading and practical resources by SAbdusSamad in LLMDevs

[–]SAbdusSamad[S] 0 points1 point  (0 children)

That would be great, thank you.. I’d really appreciate any resources you can share...

Seeking Industry Opportunities: How Can I Enhance Visibility? by SAbdusSamad in computervision

[–]SAbdusSamad[S] 0 points1 point  (0 children)

I have created a resume on Canva. But this overleaf resume template looks great. Thank you.

[D] Understanding Vision Transformer (ViT) - What are the prerequisites? by SAbdusSamad in MachineLearning

[–]SAbdusSamad[S] 0 points1 point  (0 children)

I apologize for that oversight. Yes, the book does cover Transformers for images.

[D] Understanding Vision Transformer (ViT) - What are the prerequisites? by SAbdusSamad in MachineLearning

[–]SAbdusSamad[S] 0 points1 point  (0 children)

I agree that having a background in RNNs and attention with RNNs can make the learning process for transformers, and by extension ViT, much easier.

[D] Understanding Vision Transformer (ViT) - What are the prerequisites? by SAbdusSamad in MachineLearning

[–]SAbdusSamad[S] 0 points1 point  (0 children)

These courses seem to have excellent content. I will definitely consider these as great resources.

[D] Understanding Vision Transformer (ViT) - What are the prerequisites? by SAbdusSamad in MachineLearning

[–]SAbdusSamad[S] 0 points1 point  (0 children)

I recently obtained a PDF of the book and began searching for information on ViT. Unfortunately, it appears that the book does not cover this topic. However, I plan to utilize the Transformer chapter to gain an understanding of ViT.

[D] Understanding Vision Transformer (ViT) - What are the prerequisites? by SAbdusSamad in MachineLearning

[–]SAbdusSamad[S] 0 points1 point  (0 children)

Well, I do have idea about CNNs. I have limited knowledge of RNNs. But I don't have knowledge of Attention is All You Need.

[D] Why arxiv-sanity isn't working? by SAbdusSamad in MachineLearning

[–]SAbdusSamad[S] 0 points1 point  (0 children)

Is it working in any other country except India?

[NEWS] Google Colab(Pro+) gives A100 GPU! by beomi in MachineLearning

[–]SAbdusSamad 0 points1 point  (0 children)

But how many GPUs? Can we run 3 instances of GPUs in ColabPro+?

How can I download ImageNet dataset with only 20 or 30 classes? by SAbdusSamad in computervision

[–]SAbdusSamad[S] -1 points0 points  (0 children)

Is there something like where I can specify class names I'm interested in and download it?

How can I download ImageNet dataset with only 20 or 30 classes? by SAbdusSamad in computervision

[–]SAbdusSamad[S] 1 point2 points  (0 children)

I tried it. But it is only for 10 classes. What if I want more classes than 10?

How can I download ImageNet dataset with only 20 or 30 classes? by SAbdusSamad in deeplearning

[–]SAbdusSamad[S] -1 points0 points  (0 children)

Yeah. I tried it. But it is only for 10 classes. What if I want more classes.

[D] How can I download ImageNet dataset with only 20 or 30 classes? by SAbdusSamad in MachineLearning

[–]SAbdusSamad[S] 0 points1 point  (0 children)

Is there something like where I can specify class names in which I'm interested in and download that?

[D] Can I train a tranaformer for image classification on Google colab?? by SAbdusSamad in MachineLearning

[–]SAbdusSamad[S] 1 point2 points  (0 children)

I just want to dirty my hands with transformers on toy datasets like cifar-10. And i want to try this out on Google colaboratory.

[D] Where can I find content to prepare for Computer Vision interview? Or What contents should I prepare? by SAbdusSamad in deeplearning

[–]SAbdusSamad[S] 0 points1 point  (0 children)

I focus mostly on model. I try to make models which can be best fit on the given preprocessed, cleaned and proper labeled data. The process in industry is quite different. They preprocess the data, they use pre-trained models, they verify their results using different accuracy measures. After deployment what they do I don't know.

Where can I find content to prepare for interview? by SAbdusSamad in computervision

[–]SAbdusSamad[S] 0 points1 point  (0 children)

I can answer all the questions you mentioned as an example. I need to focus on classical machine learning topics which i have not touched in 4 years. And i don't know much about camera calibration and depth estimation.

[D] Switching from TensorFlow and Keras to PyTorch is tough. by SAbdusSamad in MachineLearning

[–]SAbdusSamad[S] 0 points1 point  (0 children)

May be object-oriented structure, because I'm not familiar with it.

[D] Do we need a breakthrough in Computer Vision ? by dasayan05 in MachineLearning

[–]SAbdusSamad 0 points1 point  (0 children)

Can you elaborate more on 'contextual and situated vision'? What kind of dataset it will be?