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Semantic segmentation support in coco meta reader #36

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Semantic segmentation support in coco meta reader #36

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swetha097
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Branch holds,

  • Pixelwise masks is added as metadata structure in metadata.h
  • COCO API library is added as third party for RLE API usage
  • Added the pixelwise mask support in ROCAL using existing coco meta data reader
  • Pixelwise mask generated using
    RLE mask of image + Polygon and vertices combination
    Polygon and Vertices only.
  • Added rocal unittests support for pixelwise masks
  • Extended the support in rocAL Python API.

shobana-mcw and others added 22 commits March 20, 2023 04:21
@shobana-mcw
Add Pixelwise mask support in meta_data.h
d70d41b
@fiona-gladwin
Minor fix - mask
4576eaa
@shobana-mcw
Add pixelwisemask flag
c722bfc
@shobana-mcw
Merge branch 'sw/rocal_tensor_v1' into sw/rocal_tensor_v1_mask
56127a8
@shobana-mcw
Add pixelwise mask and rename _mask to polygon_mask
fb51d66
@shobana-mcw
Add support for RLE read and integrate
324af24
@shobana-mcw
Add support for pixelwise mask in ROCAL API
5e633f5
@shobana-mcw
Add generate_pixelwise_mask() function partial
ade41b6
@shobana-mcw
Add frPoly related code in function
179d3c4
@shobana-mcw
Add decoding and encoding support
4297cd2
@shobana-mcw
1) Fix labels_info 2) Fiix frpoly issue
38f816f
@shobana-mcw
1) File dump for comparsion
d1cf1de
@shobana-mcw
Remove exit()
6e817da
@shobana-mcw
Add mutual exclusion for pixelwise/polygon mask
be518c7
@shobana-mcw
Add get_size() function
e0fc3a6
@shobana-mcw
Add rocal api support for pixelwise mask
d64801d
@shobana-mcw
Fix seg fault. [NWC]
e25d0dc 
Need to modify get_pixelwise_label() to return batch so we can push a batch in coco_meta_data_reader.cpp
@shobana-mcw
Fix issue of pixelwise mask
9a63e5f
@shobana-mcw
fix flag issues
2d9ece6
@shobana-mcw
Remove print statements
02a94c9
@shobana-mcw
Remove unnecessary prints
d146da2
@shobana-mcw
Fix python api
15bd33e
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@fiona-gladwin fiona-gladwin Awaiting requested review from fiona-gladwin

@shobana-mcw shobana-mcw Awaiting requested review from shobana-mcw

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3 participants
@swetha097 @shobana-mcw @fiona-gladwin