TensorFlow Mask R-CNN code for pixelwise object detection and segmentation
1–10 of 43 posts
Re: TensorFlow Mask R-CNN code for pixelwise object detection and segmentation
#2The repository includes:
Pre-trained weights for MS COCO
can't seem to find them anywhere.
Re: TensorFlow Mask R-CNN code for pixelwise object detection and segmentation
#3The repository includes: Pre-trained weights for MS COCO can't seem to find them anywhere.
They're in the "Releases" section. It's a 250MB .h5 Keras file.
Re: TensorFlow Mask R-CNN code for pixelwise object detection and segmentation
#4no performance evaluation on MSCOCO
Re: TensorFlow Mask R-CNN code for pixelwise object detection and segmentation
#5Surprised I still haven't seen a pytorch translation of deepmask / sharpmask. But glad to see atleast a tensorflow implementation. Will definitely try it out.
Re: TensorFlow Mask R-CNN code for pixelwise object detection and segmentation
#6God bless people who implement models from academic articles that should frankly include them to begin with. What's more is that this implementation has clear instructions for extending this to your datasets.
Re: TensorFlow Mask R-CNN code for pixelwise object detection and segmentation
#7Thank you! This was on my list of things to implement but I hadn't had time yet, nor was I really looking forward to the custom op implementation. :)
Great job.
Re: TensorFlow Mask R-CNN code for pixelwise object detection and segmentation
#8God bless people who implement models from academic articles that should frankly include them to begin with. What's more is that this implementation has clear instructions for extending this to your datasets.
To be fair, the academic article did include the code : https://github.com/facebookresearch/deepmask
It was just in Lua.
Re: TensorFlow Mask R-CNN code for pixelwise object detection and segmentation
#9I really want to try MaskRCNN with OpenImage instead of COCO - worried about training time though. I tried to train MaskRCNN on a K80 and it failed after a week.
Re: TensorFlow Mask R-CNN code for pixelwise object detection and segmentation
#10God bless people who implement models from academic articles that should frankly include them to begin with. What's more is that this implementation has clear instructions for extending this to your datasets.
To be fair, the academic article did include the code : https://github.com/facebookresearch/deepmask It was just in Lua.
Deepmask is something else.