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