Deep Learning - Image Classification Tutorial step by step (for Beginners) (python / TensorFlow)

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This video contains a basic level tutorial for implementing image classification using deep learning library such as Tensorflow.

1. Overview of concepts (Brainstorming) Image Classification
2. Image loading (four different methods)
(i) Python Imaging Library
(ii) Open CV
(iv) Tensorflow.Keras API - Preprocessing
3. Deep learning architectures
(i) Model Loading (MobileNet etc)
(ii) Predictions
4. Decoding the predictions into labels

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Haven't found a simpler explanation than this of Deep Learning for Image Recognition anywhere else. Thanks..!!

ronztinz

Best tutorial that I've come across thus far. Thank you so much!🙂

sethnguna

I am From Ethiopia! I was studding an AI courser for free! Your lecture is so good !!

eshetiebekele

Thank you for the video. It's easy to understand about how I can use it.

ejtxhkt

Thank you. i can now start relating for. I was initially confused.

josephmwangi

Hallo there. I would like to colorize my Corona image from 1968 into RGB, so that I would be able to use it along with other Landsat multiband images for time series analysis. Could you suggest any method or tool to implement it? The problem is that there is no color pair images as a training image. Thanks and I will be watching for your reply.

hh-iqzk

WOW !! Best Tutorial, Please make more videos on this topic.

naimamushfika

Hi sir, I am a beginner in deep learning . one doubt: Using CNN if we created an image classifier, and its validation accuracy is 90% above, but testing is so poor. it is overfitting right, ,so can i use k fold cross validation to solve this?

I have used GTOS mobile dataset and 1 lakh images .. Training data splitted to training set and validation set and test set used for testing

Readwithaami

sir which pre trained model is more suitable for brain tumor classification please replay me... thanks

gkworld

is there any tutorial to make a custom dataset for this case?

lLlLawliet

Hello Sir. Thank you for this amazing video tutorial. May i ask if you could share your script and slides? Thanks

ShannonXavier

Sir, yours videos are easy to understand and Thanks You so Much sir 😊

nikhilnale

Thank you very much sir, very helpful video to understand many concepts on deeplearning

mamb

where you train your model with large dataset because it unable to train in my PC

RahulSoni-prsq

Thanks it was great. I need to learn how train unseen images then classify 5 types

afsanehmaleki

Thank you for this amazing video, sir! I'm now more understand about the Tensorflow and image classification. May I know, can I use Microsoft Visual Studio instead of Anaconda? Are they have the same function? And lastly, I want to know, this method can be use in Raspberry Pi for image processing sir with camera implement with it? Thank you 😄

AtenTetsu

Amazing... Finally, someone teaching very good

umairmughal

hey man awesome tutorial, but on my end, i couldnt use resized_img becasue it would throw a syntax error. so i had to ued resize_img instad. also my predictions = does not work and kills my kernel.
any idea how to fix this?

r.e.p.a

Hello sir, it is possible to classify animal-trapped camera images and segregate them into folders using an automatic process. This can be done using machine learning and computer vision techniques. Please make a video. I work in the forest department. Many Photographs capture a maximum of 18 lakhs. One by one segregation of having a problem. Please help us

kaziranga_national_park

Thanks it was great. I need to learn how train skin diseases image classification and pridiction with the accuracy 4 types skin diseases or if you have a tutorial give me link

hussencomputertrainingcent

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