Object detection using YOLO v4 and pre trained model | Deep Learning Tutorial 32 (Tensorflow)

In this video we will use YOLO V4 and use pretrained weights to detect object boundaries in an image. The model was trained on COCO dataset using YOLO V4.

Make sure you are installing a compatible version of CUDA. For me it was CUDA 10.1, when I installed 11.x version I was getting all kind of errors so had to downgrade it to 10.1 Based on your system you might have to use a different version

COCO labels:

YOLO research papers

#objectdetectionusingyolo #yoloobjectdetection #yolov4objectdetection #yoloalgorithm #yolov4 #yolodeeplearning

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❗❗ DISCLAIMER: All opinions expressed in this video are of my own and not that of my employers'.

[md.golamrasul]

Bro, you are a gem. I followed all the videos in the deep learning series till this one. It really helped me to revise the deep learning concepts clearly. Thanks for putting this here :)

[amitdutta]

will there be any custom image classification YOLO v4 project?

[andreasaa]

Thank you so much for the video. Quick question; let’s say you want to train the model you used to now also include hammers. How would you go about that?

[darkerzyeow]

I'm having an error where I could not find the path of share\darknet, any idea how to solve this issue? :/

[amrutahingmire]

Thank you Sir. It helped me very much!

[dworld]

Hello everyone, I want to ask one thing. I may use for detecting buildings?? I have data but I never used Yolo recently

[ajaynegi]

for installing vc package, do we need to install Visual Studio first?

[Arjungtk]

How to completely uninstal cuda 11?
Would like to have the link og cuda 10.1 and the cudnn as there are several versions of it and

[ravinder_paspula]

Sir can we use yolov4 for medical image captioning .., amd can you suggest me which websites provide medical imagedataset with reports

[sachinkumar]

thank you so much sir it help me very much.
one que sir, where we get all the ppts which you teach please tell sir it is very useful for me.

[yeongjong]

Thanks for the video. It helps me a lot. However, I have a question here. If let’s say I have a custom dataset containing non-common objects i.e., shipping containers, and wanted to use the YOLOv4 pre-trained model (which was trained on the COCO dataset) to train on the custom dataset, but only required some classes from the COCO dataset, such as person, cars, would that be possible for transfer learning? or should I train it from scratch? Thanks.

[mukhdarmustafa]

if stuck 608 x m608 create 6 permanent cpu-threads on google colab at the final stage of the tutorial that you uploaded, how do you solve it, bro? Please Help.. Thank you

[merveozdas]

Can we classify the directions of an eye with yolo?

[arpithaupd]

Thanks for the amazing session, wanted to know if YOLO can be used for dataset containing medical x-ray images too? Thanks in advance

[mayurrathod]

I have AMD Radeon graphics Card on my laptop, what should I use instead of CUDA

[aloksharma]

Sir it would be a great help if you could help me out with training yolo on Pascal Voc format dataset?

[haroucheriadh]

Hello, I just have a question
Is GPU Nvidia gt 840m compatible for yolov4

[krishpatel]

Thank you for this great explanation, easy to understand and follow through. I had one question though: Can I do the compiling and stuff on PyCharm ? Or maybe online compilers ?

[ujjwalraj]

Please suggest some resources to understand yolo in depth. The algo and all.

[vishaldas]

Hi Dhaval, I think at 12:08 you are referring Scores with IOU(Intersection over union).