283 - What is Mask R-CNN?

283 What is mask RCNN -
CNN - Convolutional Neural Network​
R-CNN - Region-based Convolutional Neural Network​
Faster R-CNN - Faster Region-based Convolutional Neural Network​
Mask R-CNN - Mask (faster) Region-based Convolutional Neural Network​
Mask R-CNN is built using Faster R-CNN​
In addition to class label and bounding box, Mask R-CNN outputs an object mask. ​
Uses a trick called ROIAlign to locate relevant areas down to pixel level. ​

[@mengyingzhang5210]

Thanks so much for keeping uploading so many interesting and helpful videos!!! ☺

[@DeathlessLife786]

Thank You very much my Guru.I never got a chance to be lectured by anyone else like you. Thanks a lot...

[@parmeshwarpatil5418]

Thank You my dear computer vision mentor. Finally, wait is over and more exciting to watch object detection series.

[@DigitalSreeni]

Enjoy!

[@user-cl4rg3yy5b]

Incredible explanation. Thanks😊

[@RafiKhalil]

Most awaited video thank you Sir.!!

[@slimaneoulad-naoui874]

Awesome, Many thanks

[@jamesdavey459]

Amazing video. Thank you!!

[@joachimheirbrant1559]

very good explained :)

[@natalialidmarvonranke8475]

great video. Thank you

[@brunospfc8511]

Thank you, great video, i was needing exactly that, professor

[@DigitalSreeni]

Glad it was helpful!

[@mohammadyahya78]

Thank you very much. Hopefully you can make videos about graph neural network

[@mayaltaee2963]

Thanks sir for all your videos, please I hope you can make videos of Faster R-CNN for objects detection.

[@abderrahmaneherbadji5478]

Thanks Mr. Sreeni. Please can you record videos about the DL framework "Caffe"

[@housseynenadour2233]

Great videos, Thank you.

[@DigitalSreeni]

Glad you like them!

[@engynabil180]

Thanks sir for all your videos, i hope you make video of segmentation using conditional GAN or pix2pix GAN

[@yoggita]

Thank you so much !!!!!!! 🙏

[@karangujarati4589]

Sir, I am working with ultrasound video for median nerve segmentation. I tried YOLO for detection, but didn't much accuracy, can you suggest me some model ? Thank you.

[@dantec.dagandanan3732]

Thanks! sir, I hope the next video will also show how to use yolo in tensorflow in object detection.

[@DigitalSreeni]

Thank you. Yolo is not on my calendar yet, but will look into it.

[@TheJumperer]

very well explained, thanks for your help buddy!

[@DigitalSreeni]

No problem 👍

[@adrianrs79]

Great Video, always really useful. One question Sir, when using Mask-R-CNN, do we always need to annotate the training data set to create and learn masks? or Mask R-CNN does it automatically?

[@sinaasadiyan]

Great video, pls add chapters to videos.

[@yoyomcg]

can you do one on getting started with pytorch?

[@awaisahmad5908]

You are my best teacher.

[@DigitalSreeni]

Glad to hear that :)

[@Yaz71023]

Thanks for the wonderful explanation! Kindly, can you minimize your live window a bit so we can see the whole slides :)

[@DigitalSreeni]

I move the video based on what it covers. In this case, it was covering a couple of lines that the viewer should be able to interpret. But I do understand your point. Thanks

[@shoky8622]

You made a mistake. Selective search is not NMS ( Greedy Non-maximum Suppression), in fact Faster RCNN use NMS in one of the steps. Selective search is an algorithm that use segmentation to create region proposals (It uses NMS in one of the steps, but it's not NMS) . You can google selective search to see how it operates.

[@biswanathsaha2208]

Finally