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Pretrained models in CNN | ImageNET Dataset | ILSVRC | Keras Code 

CampusX
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A pre-trained model is a model created and trained by someone else to solve a problem that is similar to ours. In practice, someone is almost always a tech giant or a group of star researchers. They usually choose a very large dataset as their base datasets such as ImageNet or the Wikipedia Corpus. Then, they create a large neural network (e.g., VGG19 has 143,667,240 parameters) to solve a particular problem (e.g., this problem is image classification for VGG19). Of course, this pre-trained model must be made public so that we can take these models and repurpose them.
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⌚Time Stamps⌚
00:00 - Intro
01:11 - Why use pre-trained models?
04:19 - ImageNET Dataset
09:16 - ILSVRC
13:24 - Architecture of AlexNET
15:05 - Famous Architectures
17:45 - Idea of pre-trained models
21:20 - Code Example

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30 июл 2024

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Комментарии : 78   
@aj_ai
@aj_ai Год назад
The amount of love and respect for you Sir is so huge. We are so blessed and lucky. Thank you so much Sir.
@pawanbhatt314
@pawanbhatt314 Год назад
thankyou for being regular and uploading videos. you're the reason for me being not feel low and be motivated to study deep learning and one day write research papers.
@deveshnandan323
@deveshnandan323 Год назад
Awesome Video your way of teaching things from scratch is just next level , A Big Thanks :)
@dakshbhatnagar
@dakshbhatnagar Год назад
Once again just as good explanation.
@user-pu2rp2qj8q
@user-pu2rp2qj8q 9 месяцев назад
Small correction 1.4 million is 14 Lakh not 1.4 Crore
@rahulphatak2909
@rahulphatak2909 Месяц назад
Dataset size is 14 million
@AdityaKumar-iy7ny
@AdityaKumar-iy7ny 20 дней назад
The ImageNet dataset contains 14,197,122 annotated images according to the WordNet hierarchy.
@ajitnayak2919
@ajitnayak2919 Год назад
Great content sir ....and wonderful explanation!!....
@rahulagowda
@rahulagowda 6 месяцев назад
sir alexnet was built by alex krizhevsky btw the way u teach is just awesome
@narendraparmar1631
@narendraparmar1631 5 месяцев назад
Thanks for the explanation
@chiragPatel22c
@chiragPatel22c Год назад
bahot mast samjaya sir! 👏👏
@aparajitabose8435
@aparajitabose8435 11 месяцев назад
Dr. Fei Fei Li is "SHE" not "He". She is Stanford Professor now. thank you for your videos .:)
@wanderlust_womaniya
@wanderlust_womaniya Год назад
Hi Nitish.. Thank you for explaining it so clearly and in layman terms. I have one doubt on why there is a need to expand the dimensions of image before sending it to preprocessing? If you could explain, it will be really helpful
@life3.088
@life3.088 Год назад
welcome back sir
@DilipKumar-jm3ly
@DilipKumar-jm3ly 3 месяца назад
all yours great videos are!
@bibhutibaibhavbora8770
@bibhutibaibhavbora8770 11 месяцев назад
I learn from the best.
@CuriousBoy3566
@CuriousBoy3566 Год назад
Love from Maharastra sir
@angamerz319
@angamerz319 Год назад
Thank you!
@csedepartment236
@csedepartment236 Год назад
Thank You Sir!
@impractical_shivani5831
@impractical_shivani5831 10 месяцев назад
Thanks for the great content. Btw, Fei-Fei Li is a woman 🙂
@balveersingh3051
@balveersingh3051 Год назад
Thank you so much
@kindaeasy9797
@kindaeasy9797 17 дней назад
amazing lectureeee
@shabanakhatoon1174
@shabanakhatoon1174 7 месяцев назад
nice explanation
@rauhan_sheikh
@rauhan_sheikh Год назад
just one correction sir, Fei Fei Li is a woman. As usual, it was a great video.
@dhruvilraval7504
@dhruvilraval7504 Год назад
Superb Content Sir! When are you planning to finish this playlist latest by?
@saman__fatima
@saman__fatima 5 месяцев назад
thanks alot for this video
@mihretdesta9153
@mihretdesta9153 Год назад
hey sir? I have one question for you about image resizing, my image dimensions are 1650*3500 height and width but which one is the best size for resizing an image for developing a CNN model?
@kanhabansal524
@kanhabansal524 Год назад
best playlist
@arundhatidas6898
@arundhatidas6898 11 месяцев назад
Correction: VGG and GoogleNet won in the same year 2014
@Gradient276
@Gradient276 4 месяца назад
ResNET win the competition of ILSVRC in the year 2015 actually!!
@anishkhatiwada2502
@anishkhatiwada2502 7 месяцев назад
One minor correction at 6:22, 1.4 million means 14,000,00 (14 lakh) not 1.4 crore, and actually it is 1.4 crore so instead of 1.4 million, it is 141 million, exactly 14,197,122.
@veera.akasapu
@veera.akasapu 5 месяцев назад
its actually 14 million not 141 million
@mrityunjayupadhyay7332
@mrityunjayupadhyay7332 Год назад
Nice👍👍
@mdriad4521
@mdriad4521 Год назад
💖💖from Bangladesh.
@harshjaiswal3078
@harshjaiswal3078 Год назад
Sir happy navratri I am following you since 3 months and completed your both ML and DL playlist can you please direct me how to deploy model using online platforms like colab and ngrok without installing any other software
@umangdobariya5680
@umangdobariya5680 Год назад
nice video
@ramleo1461
@ramleo1461 Год назад
if possible please make video series on python oop, your way of teaching is very good
@campusx-official
@campusx-official Год назад
ru-vid.com/video/%D0%B2%D0%B8%D0%B4%D0%B5%D0%BE-Mf2RdpEiXjU.html
@ramleo1461
@ramleo1461 Год назад
I have already watched that video....I was requesting videos series like 100 days of python oop or 50 days of python oop
@sohampatil2227
@sohampatil2227 Год назад
Sir agar me abhi computer science ke jageh be/btech in AI and Data science lu toh kya mujhe IT companies me IT job lagega in case AI me job nahi lagi toh 🙏🙏🙏
@electricalengineer5540
@electricalengineer5540 22 дня назад
Legend
@rafibasha4145
@rafibasha4145 Год назад
Hi Nitish bro ,how was your trip ..Please cover Tensorboard,call back,transfer learning. Also pls finish python and nlp with advance videos also feature selection dbscan in ml playlist ..start Mlops and cloud videos
@jaffa-nm6cu
@jaffa-nm6cu Год назад
Also BERT,GPT ,OPEN CV,OBJECT detection,YOLO etc
@sachindubey1590
@sachindubey1590 Год назад
14 million I think....☺️
@dhirajshastri7221
@dhirajshastri7221 Год назад
Why no one is able to make cotton price prediction using ML?
@commonsense1019
@commonsense1019 Год назад
bhai thankyou
@vitalikbutarin6580
@vitalikbutarin6580 Год назад
Hi sir, Please complete 100 days of ml playlist Feature selection is pending I think. Please please review that playlist once. Its a humble request 🙏🙏
@sanjaykumarnandi25
@sanjaykumarnandi25 Год назад
Sir when u give us all notes and codes of deeplearning for practice
@majidhabibkhan625
@majidhabibkhan625 4 месяца назад
sir kindly make a new video for multimodal architecture
@SwiftMind11
@SwiftMind11 Год назад
I believe you're referring to Dr. Fei Fei Li, female Professor of Computer Science at Stanford University. You were saying "he" so just a small correction, hope you don't mind.
@campusx-official
@campusx-official Год назад
Yes my bad!
@ZOBAER496
@ZOBAER496 8 месяцев назад
Is their any pre-trained model for 1D-CNN? The model has to be trained on 1D time-series data.
@fozler
@fozler Год назад
Bro can cover about fusion model?
@sandipansarkar9211
@sandipansarkar9211 Год назад
finished watching
@Sara-fp1zw
@Sara-fp1zw Год назад
waiting for your video.
@electricalengineer5540
@electricalengineer5540 22 дня назад
❤❤❤
@adarshraj-ox1xr
@adarshraj-ox1xr 5 месяцев назад
Sir Deep Learning Series ko continue kr do sir please
@akshayhasabe8766
@akshayhasabe8766 Год назад
Please do end to end cnn project please...
@Sara-fp1zw
@Sara-fp1zw Год назад
Sir kindlyy make video on tf records.
@subashchandrapakhrin3537
@subashchandrapakhrin3537 11 месяцев назад
Bro Fei Fei Li is She or Madam professor of Stanford.
@ahmadtalhaansari4456
@ahmadtalhaansari4456 Год назад
Learning new concepts. July 24, 2023😅
@saurabhbhandari5526
@saurabhbhandari5526 Год назад
YOLO, detectron, fast cnn etc
@ahmbilal
@ahmbilal 2 месяца назад
code in end is not working
@tarungoel4323
@tarungoel4323 Год назад
Hi sir, I have one question: can we use this Resnet 50 for regression (if input data have some values) problems, not for image problems.
@piyushpathak7311
@piyushpathak7311 Год назад
Please start RNN ..
@siddhant_n
@siddhant_n 8 месяцев назад
Sir, how to remember all coding stuff. Everyday learning different things.
@KALI-bv2cg
@KALI-bv2cg 7 месяцев назад
visit keras , read basics, learn how to think n create n start building. you can take reference of previously build model architectures. And focus on single thing.
@dheerajgupta3805
@dheerajgupta3805 Год назад
1.4 million means 14 lakh btw
@mr_jake_harper
@mr_jake_harper Год назад
1.4 million = 14 lakhs
@sahuchiragshyamlal3684
@sahuchiragshyamlal3684 Год назад
Why Pretrained Models: i) DL is data hungry ii) Model training take time if you have huge dataset
@zainulabideen9758
@zainulabideen9758 Год назад
Bro when you start RNN ?
@campusx-official
@campusx-official Год назад
In a week
@omalve9454
@omalve9454 11 месяцев назад
Fei-Fei Li is a woman
@commonsense1019
@commonsense1019 Год назад
bro 1.4 millions == 14 lacs
@campusx-official
@campusx-official Год назад
Sorry my mistake, it should be 14 million
@algocoholic2494
@algocoholic2494 Год назад
1st comment 😂
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