Efficient Semantic Segmentation using Gradual Grouping · 2020. 4. 8. · DG29 18 16 20 Models...

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Efficient Semantic Segmentation using Gradual Grouping Nikitha Vallurupalli 1 , Sriharsha Annamaneni 1 , Girish Varma 1 , C V Jawahar 1 , Manu Mathew 2 , Soyeb Nagori 2 IIIT Hyderabad 1 , TI Bangalore 2

Transcript of Efficient Semantic Segmentation using Gradual Grouping · 2020. 4. 8. · DG29 18 16 20 Models...

Page 1: Efficient Semantic Segmentation using Gradual Grouping · 2020. 4. 8. · DG29 18 16 20 Models ERFNet-pretrained D*-proposed DG2*-proposed DG4*-proposed IOU 72.10 68.39 66.10 63.80

Efficient Semantic Segmentation using Gradual Grouping

Nikitha Vallurupalli1, Sriharsha Annamaneni1, Girish Varma1, C V Jawahar1, Manu Mathew2, Soyeb Nagori2

IIIT Hyderabad1, TI Bangalore2

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Image / annotation from cityscapes dataset

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Sparse, Quantized, Full Frame CNN for Low Power Embedded Devices, Oral Presentation at CVPRW, 2017 Manu Mathew, Kumar Desappan, Pramod Kumar, Soyeb Nagori

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Thank you!


PROPOSED DEVELOPMENT FOR NGUYEN PROPOSED GROUPED …

PROPOSED DEVELOPMENT FOR NGUYEN PROPOSED GROUPED …

1756.1 · Web viewSummary of proposed waste frameworkSummary of proposed waste framework Summary of proposed waste framework Summary of proposed waste framework

1756.1 · Web viewSummary of proposed waste frameworkSummary of proposed waste framework Summary of proposed waste framework Summary of proposed waste framework

‘improving lives’ · Delph & Leylands House, Keighley Finishes brochure. existing buildings. proposed front facade. proposed corridors. proposed corridors. proposed flat layout

‘improving lives’ · Delph & Leylands House, Keighley Finishes brochure. existing buildings. proposed front facade. proposed corridors. proposed corridors. proposed flat layout

Morlaix Drive - PLYMOUTH.GOV.UK · KEY Proposed HB2 Kerbs Proposed Bull nose Kerbs for Overrun Access Kerbs (180mm upstand) Proposed Combined Drainage Kerbs Proposed PCC Edgings Proposed

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6.7-1 SHEET 1 · 3 permit boundary legend proposed road ditch proposed primary access road proposed culvert existing road railroad proposed secondary access road proposed light use

6.7-1 SHEET 1 · 3 permit boundary legend proposed road ditch proposed primary access road proposed culvert existing road railroad proposed secondary access road proposed light use

PROPOSED ZUzu PROPOSED

PROPOSED ZUzu PROPOSED

Proposed Pipelines & Infrastructure Proposed Pipelines & Infrastructure.

Proposed Pipelines & Infrastructure Proposed Pipelines & Infrastructure.

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2. THE PROPOSED ACTION AND ALTERNATIVES 2.1 PROPOSED …

2. THE PROPOSED ACTION AND ALTERNATIVES 2.1 PROPOSED …

The (Proposed) ASHRAEThe (Proposed) ASHRAE Standard · PDF fileThe (Proposed) ASHRAEThe (Proposed) ASHRAE Standard 189.1 ... Chapter 6 Chapter 6 –– Water Use EfficiencyWater Use

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Proposed Centerm Expansion Project...2016/08/11  · Proposed Centerm Expansion Project Proposed Project Map Proposed changes 3 7 5 4 8 EE Potential Extent of Infill Proposed Rail

Proposed Centerm Expansion Project...2016/08/11  · Proposed Centerm Expansion Project Proposed Project Map Proposed changes 3 7 5 4 8 EE Potential Extent of Infill Proposed Rail

PROPOSED PROPOSED SPECIALIST ACCOMMODATION AT 4 …

PROPOSED PROPOSED SPECIALIST ACCOMMODATION AT 4 …

PROPOSED ORDER an REGARDING DIUC'S PROPOSED REPARATIONS …

PROPOSED ORDER an REGARDING DIUC'S PROPOSED REPARATIONS …

ESPNet: Efficient Spatial Pyramid of Dilated Convolutions ... · complexity of the ESP module ESPNet has more generalization power than ENet and ERFNet on an unseen dataset, Mapillary.

ESPNet: Efficient Spatial Pyramid of Dilated Convolutions ... · complexity of the ESP module ESPNet has more generalization power than ENet and ERFNet on an unseen dataset, Mapillary.

Senate Bill 1177 Proposed Districts · Proposed Senate Districts Proposed House Districts. Created Date: 20110526171938-06 ...

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DATCHET - gov.uk...Existing Grassland Retained Existing Hedgerows Proposed Amenity Grassland Proposed Wildflower Meadow Proposed Shallow Areas with Reedbeds and Macrophytes Proposed

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PROPOSED BILLS OF QUANTITIES FOR PROPOSED DIANI RETAIL ...

Proposed removable bollards Proposed main signage Proposed … · 2019-03-05 · Proposed Lighting column Proposed cycle stand New bus / taxi shelter New traffic signal primary, secondary

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1. 2 Todays Meeting Purpose of proposed permit Purpose of proposed permit Share proposed permit language for your input Share proposed permit language.

1. 2 Todays Meeting Purpose of proposed permit Purpose of proposed permit Share proposed permit language for your input Share proposed permit language.

for the proposed THE PROPOSED AGRICULTURAL …

for the proposed THE PROPOSED AGRICULTURAL …