202 - Two ways to read HAM10000 dataset into python for skin cancer lesion classification

Code generated in the video can be downloaded from here:

Dataset link:
Data description:

The 7 classes of skin cancer lesions included in this dataset are:
Melanocytic nevi (nv)
Melanoma (mel)
Benign keratosis-like lesions (bkl)
Basal cell carcinoma (bcc)
Actinic keratoses (akiec)
Vascular lesions (vas)
Dermatofibroma (df)

[hussaintanzim]

Thanks a lot for the amazing videos sir! Please keep sharing your knowledge as frequently as possible. Your hard work and efforts for all of us is highly appreciated!

[samarafroz]

Wow you're amazing sir I'm big fan of your teaching skills. I'm blessed to have you in my life. Thanks so much

[anitadalla]

Thank you very much ...I have learned a lot from your methods...Can you please apply one or two pretrained models like ResNet50/EfficientNetB7 on this...please please please make a video on that also

[safakhodabakhsh]

Great work! You have another channel Apeer micro, I watched both, and got mixed in between. Which one do you suggest to watch? which one are you updating? I assume this one?

[jyothihk]

Path is shown none in my note book sir how can fix this??

[unamattina]

great tutorial sir! do you have videos about upscaling/downscaling the number of images? that's a great way for me to learn from your videos, these are all great courses :)

[IV__VishnuSasidharan]

Hi sir
Where keep the dataset while run this. I mean in which folder i have put the dataset it show no such file or directory found while running
Plz reply sir

[michaelasante]

Is there any possible means of doing feature extraction to know which model best fits with their respective accuracies just like Weka.?

[DeepikaChauhan-kxex]

In this image.open(x) show error in which it ask for the mode thus suggest what to do next

[zahrajalali]

Hii.can i use this coding for one classification
My problem is regression problem...
And I don't want to class my data

[swatimishra]

I am doing step by step implementation as explained but then also I am not getting the image path . plz tell me why?

[setarehmdghlch]

Hi Sreeni,
Can you make a tutorial for super resolution in microscopic images ?

[mdahad]

which algorithm you used in first method?

[krishnasowjanyapallem]

why to convert image to numpy array format?

[SL-nxdf]

data_dir = os.getcwd() + "C:\Users\Saim Liaqat Ali\Pictures\HAM 10000\HAM10000 images"
SyntaxError: (unicode error) 'unicodeescape' codec can't decode bytes in position 2-3: truncated escape
im getting this error about above line of code, can you plz help me out

[pvrnaaz]

This is absolutely great. I am trying to use this method however I get "'NoneType' object has no attribute 'read'" after running that lambda line of this code. I can't understand why and solving this is really important to me. Would you please help me with this error? I did exactly as in the video

[q-]

Can someone share the github code link please?

[fofogogo]

tesorflow and python version Please ...thanks

[AyadEKorial]

Please what gpu you are have?
I need to buy a gpu for deep learning and I want rtx 3070 or rtx 3080
Please advise me.

[jihanalam]

Which Software you are using for coding this?