Why do you say that 3x3 and 5x5 convolutional filters will leave the number of channels untouched? I can choose any number of output channels for any NxN convolutional filter, because I can choose any n_out NxN convolutional filters to slide over my input.

Hey. Is there any way to lock the frozen model and the model can only be unfreezed from my end

hi sir hope you can help me,, how to create unclassified image if that certain image is the object in dataset?

Thx!

How is the accuracy of the validation set affected if we increase the percentage of validation set? What happens when we reduce it?

hi sir plese rovide me doc and code with model summary for alexnet and resnet ..pls

Hi Thank you. Do you the behavior of loss functions for multioutputs regression??

Thank you. 🙌🏻

Hi, I have tf model .pb file, but how do I find my input and output node?

Of course data augmention combat with the problem of overfitting almost always but you can't do it in research

How to find out the names of i/p and o/p nodes?

i have made a model and its file is in pkl format, so what steps to follow to convert it in tflite format

Thanks for the video from Mexico

Thanks for the video from Mexico

very helpful video

again great concise intro into many complex deep learning validation concepts. thank you.

This video is closely relatable to www.mathworks.com/help/deeplearning/ug/train-deep-learning-network-to-classify-new-images.html a mathworks Matlab example. This video is very concise which very helpful got getting that big picture or transfer learning. Thank you.

What is the AI technique used here? CNN?

Genius👏👏👏

how to apply data augumentation

Nice.

Lecture is very clear and more understandable.Is it possible to predicts colors in the RGB image using deep learning?

WoW Great Tutorial .All in One. sir How to get count of leaves of a small plant?

Really great explanation with details. Thank you.

hey can you help me please.....why am i getting error "IndexError: tuple index out of range" while Freezing the graph?????

Hi, thank you for your tutorial. Can I ask which TensorFlow version you used?

Hi vikraman, Thanks for this excellent video. As for cross entropy, another interpretation is that when predicted value is more sure ie. Higher probability(say, 0.9) the loss or penalty is lesser and vice versa.

is it similar to nn.AdaptiveAvgPool2d() in pytorch ? pytorch.org/docs/stable/nn.html?highlight=nn%20adaptiveavgpool2d#torch.nn.AdaptiveAvgPool2d

This is the latest (June 2020) solution for converting tensorflow models to tflite models. pip install tf-nightly -- do the magic. colab.research.google.com/gist/jvishnuvardhan/23066f1a722fc566b437a5210d1b97b0/ssd_saved_model_tflite_conversion.ipynb?authuser=2#scrollTo=2-STWtT7CQd8

Thank you very much for this awesome lecture! It made me understand the principle much better! Great job! Maybe as a tip, it would be nice to get some formulas for possible values of stride s in both the integral and fractional convolutions.

i changed tf vrsion to 1.15 but i got this error AttributeError: module 'tensorflow_core.contrib' has no attribute 'lite'

AttributeError: module 'tensorflow' has no attribute 'contrib'

Thanks so much for this video! You've absolutely made my day. I've been working on getting a frozen file properly made (with TF 1.x) for the better part of 2 days and your explanation was so concise that I finally got it to work!

Thank you 👍🏻

How did depth increase from 3 to 32?

That Thumbnail!!!🔥😅

After following the complete process, on running the app, its Showing app keeps stopping.in load library line of code, what should be the libname.

Sir how label a photo as unknown using tensorflow if the photo is not from 3 classes.

Very useful :) great job 👍

Thanks a lot sir. Your tutorial helped me a great deal in my project.

Hi, If I have .pb model file and I want to convert it to .h5 can I do that?

how i can convert darkflow model (yolov2) to tensorflow model please??

I have a keras model how can I implement this model to this method please tell me

Thank You for uploading this tutorial. It helps me a lot. By the way, I have some problems with my code. When I trained my model the validation accuracy keeps fluctuating, and my validation loss tends to increase, also when I tried to predict a sample image, my model keeps giving me the same output prediction. I have posted my question in stackoverflow too : stackoverflow.com/questions/61570271/python-cnn-image-classification-it-gives-me-always-the-same-prediction could you please help me with it? I appreciate it a lot Thank You

Screen is too dull

Thank you for your tutorial. kindly tell si it ANN?

Please help me

Very cute and nice explanation, Thank you so much

Thank you very much sir but my app crashes at the movement it starts when i put .pb file i created from your git account by simply coping the code.But it works fine when i put your .pb file from git account.please help me to get out from this sir..

One of the best tutorial.I have trained tensorflow based GAN model.Now I want to make an Android app but I am totally new to it so I am confused on how to map the functionality into Android. I have a question there are two scripts train.py and test.py ,so do I have to map functionality of test.py into Android or train.py ?