Md Hafizur Rahman

icon company South Dakota School of Mines and Technology icon location Warren, MI icon location My current research area is developing data-driven models for biofilm phenotype prediction on metal surfaces modified with 2D coatings.

Results 7 comments of Md Hafizur Rahman

Training mask and keypoint model

@WongKinYiu is there any expected date to publish code for Mask training?

How to get mask?

@MiguelAngeloMartinsRibeiro is it possible to get each mask separately of the detected object with the original image size? I am trying to extract each object's length, width, and mask area....

How to get mask?

@MiguelAngeloMartinsRibeiro, your solution link is not activated any more. Can you please share your solution again? TIA

How to get mask?

@MiguelAngeloMartinsRibeiro Thank you! I got it from another post.

Output COCO-style JSON Annotation with decoded segmentation format

> I searched in eval.py where the mask is encoded. These two lines are the following: > > ` rle = pycocotools.mask.encode(np.asfortranarray(segmentation.astype(np.uint8))) rle['counts'] = rle['counts'].decode('ascii') # json.dump doesn't like bytes...

Errors when using imgaug's augmentation.

@3goto Did you find any solution? I changed my code image to images. Till now, I am facing the same problem. The training process failed after some iterations.

Errors when using imgaug's augmentation.

@creator-947 At first, I used more than 8 augmentation sequences. Then, I reduced it, and worked for me. Perhaps, my computer GPU couldn't run the training process for a higher...