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Eyespace ML Models Dev

Developing Terrain Detection and General Context Awareness Machine Learning Models.

Terrain Detection

  • Road Marking(Direction Markings on the Road)
  • Stairs
  • Manhole
  • Pothole(Upload Revised Dataset)
  • Road(Asphalt Dataset)
  • Sidewalk
  • Road Signs - Traffic Signs - Street Signs
  • Stairs(Outdoor)

General Context

  • Vehicles (bicycle, bus, motorcycle, pickup truck, train lawn-mower, rocket, streetcar, tank, tractor)

  • Trees(General)

  • People baby, boy, girl, man, woman

  • Common Animals

  • Household Furniture

  • Instruments Appliances, Utensils, Tools(Screen Driver etc.) Musical Instruments

  • Scenes Types of Rooms(Bedroom, library, computer)

  • Clothes(General)

  • Misc: Trashcan, bags, bathtub, sink, bench, book, book cases, bottle, bowl, box, building, notice board, cabinet, candle, chest of drawers, clock,

  • Food(General)

Datasets Used

  • Cifar 10 & 100
  • Imagenet Competition
  • MS-COCO
  • ADE20K
  • Cityscapes