263 - Object localization in images​ using GAP layer

Object localization in an image by leveraging the global average pool layer.

Imagenet classes can be obtained from here:
OR

Code generated in the video can be downloaded from here:

[Mojtaba-Sirati-Amsheh]

Thanks we can use Grad-CAM for image-based regression tasks.?

[RAJI]

Can u suggest some research gaps in image captioning.
For improving accessibility to blind people i choose image captioning topic for my research.

[KoachD]

Can you suggest a proper way to deskew images based on their object angle?

[NisseOhlsen]

Hi Sreeni. Thanks a lot for all these videos ! One small thing: Shouldn't you have included the ReLU in the output from the last Conv layer, as that is what the GAP will, effectively 'see' ?

[mamatapanda]

is it similar to explainable AI for classification problem of medical image?

[aritahalder]

very useful video. can you please make a video on gradCAM and also tell the difference between the two? @DigitalSreeni

[قصيعودهجعفرحسينالخفاجي]

good job >> how can i localize corona infection in ct scan ? can you make a project for that please?

[michaelfayemiwo]

Hi, thank you for your youtube videos; they are very helpful. Please, I am working on a segmentation problem, & I want to use GAN to generate more images for my CT data. Do I need to generate both the CT and ground truth label together? Which of your videos can give me a good idea and guide? I need generated CTs with the respective ground-truth labels. Thanks.

[qussaydark]

Hi seeriny i want to make a project to localizing COVID-19 infection area in ct scan can you help please?

[michaelschmidt]

careful with Pillow it does not work the same way on windows and Linux, don't recommend to use it if you have multiple different OS