Open gaikwadabhishek opened 5 years ago
Did you check the input images and ground truth? Are they in proper range? e.g. [0,1]
Yes. We didn't make any changes in your model and we are using the train_sony model. And here are the images of the scene : https://drive.google.com/open?id=1gzxPcPP6MDOgg9l4mCqxWnAPkwODU7pj
How did you find out your phone camera sensor's black level ?
Hi @gaikwadabhishek , Could you please tell me , How you have taken pictures, I got very good results with your picture. Thank you
Hi @mouryareddy and @compscikaran, I found black level through exiftool and official camera sensor documentation of phones. We had a made a camera application on Android that uses @cchen156 's model. We also created our own dataset on OnePlus 6 and applied transfer learning to combine both models, to give best results. Thank you @cchen156, amazing work. Loved working on it! :)
Hi Abhishek Can you share your one plus 6 dataset with me and can you tell me which app you have used for generating raw images in one plus 6. I have used VSCO app for generating raw images on iPhone 11 but images are bit shaky after processed by model. Please it helps us
Hi Mourya, The data set was more than 40 GB, haven't uploaded it anywhere as such. Me and my project group had used a tripod stand, my phone had the facility to click raw images though normal camera app.
@gaikwadabhishek Is it possible for you to upload some subset of your images like 5 or so on google drive and share it , just to check the model performance with my iPhone 11 and Samsung set. I work in Camera team , I wanted to integrate code in mobile phones. Thank you
@gaikwadabhishek You mentioned that you have created an android app using this paper, If possible can you share the source code for that?
Hey, I have collected my own dataset of RAW Images(images are in .dng) using camera phone(OnePlus 6). I found out that my camera sensor's black level is 63. Made appropriate changes in code, but while testing the images are blurry and in black and white. Am I missing out on anything specific for different kind of raw images?