This video shows a demonstration of trying out the tensor flow object detection API with infrared input.
Пікірлер: 22
@wptgroup Жыл бұрын
You provide a lot of great information in this video. I read your infrared Object Detection in medium. I needed to use an IR camera to find objects. How can I make an RGB image into an IR image to feed into the IR camera? Give me a solution to this. I've been working on this project for a long time..
@wjkang6195 жыл бұрын
I am a bit confused about the system. Does this system use learned APIs with RGB images? Or did you learn something new for IR?
@anujshah6455 жыл бұрын
It's the same lesrned API , I did no training here I just tweaked the way input is fed
@joshualekan81783 жыл бұрын
will this same model work for non-infrared input? I'm trying to have the model be used for both infrared and daylight images. Thanks
@anujshah6453 жыл бұрын
In principle it's should work, if not, you can fine tune a bit.
@joshualekan81783 жыл бұрын
@@anujshah645 thanks
@jubinmathai46745 жыл бұрын
I needed to detect humans using FLIR c2 IR camera images. Do you have a video explanation for the way infrared input has to be changed for RGB algorithm to read objects? I found your paper on "Deep learning approach for human action recognition in infrared images", was this the same algorithm used for human action recognition. Thank you
@paulwolff21215 жыл бұрын
He stacked the infrared image 3 times as can be read here: medium.com/@anuj_shah/object-detection-in-infrared-3f247dc3708
@vibekdutta65395 жыл бұрын
Sir, how to shuffle the images and their labels correspondingly
@anujshah6455 жыл бұрын
One way to do this can be as below: from sklearn.utils import shuffle #Shuffle the dataset x_shuff, y_shuff = shuffle(x,y, random_state=2) random state ensures it shuffles the same way every time, you can read about it.
@vibekdutta65395 жыл бұрын
Thanks sir, but I actually managed to get another way of doing it by model.fit(x,y, shuffle=true), thanks for showing it with the sklearn. Always appreciated your tutorials!
@sokhibtukhtaev96935 жыл бұрын
bro you have been away for many months? Hope to see your tutorials from time to time!
@anujshah6455 жыл бұрын
Ya, I am not getting sufficient time after my work to make good detailed tutorials . I want to do this year, hope I get enough motivation to push myself to make some good tutorials
@anujshah6455 жыл бұрын
Can you tell me one topic on which I should make a video this year
@sokhibtukhtaev96935 жыл бұрын
@@anujshah645 Personally, It would be great if you could proceed your tutorials on object detection with deep learning (darknet, tensorflow), and implementing some object tracking, recognition, counting using those model and weights in opencv integration. I have a feeling that opencv is getting serious about deep learning and opencv integration.
@anujshah6455 жыл бұрын
@@sokhibtukhtaev9693 I will try my best(m not sure how well the video will be) to take out some time to prepare tutorials.
@sokhibtukhtaev96935 жыл бұрын
@@anujshah645 I am sure you'll do your best! Take your time and live your life to its fullest! Cheers, brother!