Welcome to 3DB’s documentation!

Contents:

• Getting started with 3DB
  • Requirements
  • Installation
  • Run a simple experiment
    • Running the master node
    • Running the clients
    • Running the dashboard
    • Analyzing the results
• Writing a configuration file
  • Inference settings
  • Evaluation settings
  • Rendering settings
  • Controls settings
  • Policy settings
  • Logging settings
• Customizing 3DB
  • The 3DB Workflow
    • Step 1: Scheduler prioritizes a job, server sends to client
    • Step 2: Client renders and applies controls
    • Step 3: Client predicts and evaluates
    • Step 4: Results sent back to server
    • Customization
  • Customization Guides
    • Adding Custom Controls
      • PreProcessControl
      • PostProcessControl
    • Using a Custom Inference Model
      • Implementation
      • Updating the configuration file
    • Using a Custom Evaluator (for custom tasks)
      • Implementation
      • Updating the configuration file
    • Creating a Custom Logger
      • Implementation
      • Updating the configuration file
    • Customizing Rendering
• API Reference
  • threedb.controls package
    • threedb.controls.blender package
      • threedb.controls.blender.background
      • threedb.controls.blender.camera
      • threedb.controls.blender.denoiser
      • threedb.controls.blender.imagenet_c
      • threedb.controls.blender.material
      • threedb.controls.blender.mug_liquid
      • threedb.controls.blender.obj_loc_in_frame
      • threedb.controls.blender.occlusion
      • threedb.controls.blender.orientation
      • threedb.controls.blender.pin_to_ground
      • threedb.controls.blender.pointlight
      • threedb.controls.blender.position
      • threedb.controls.blender.scale
      • Rendering utils
    • threedb.controls.base_control
  • threedb.evaluators package
    • threedb.evaluators.base_evaluator
    • threedb.evaluators.classification
  • threedb.policies package
    • threedb.policies.grid_search
    • threedb.policies.random_search
  • threedb.rendering package
    • threedb.rendering.base_renderer
    • threedb.rendering.render_blender
    • Rendering Utils
  • threedb.result_logging package
    • threedb.result_logging.base_logger
    • threedb.result_logging.image_logger
    • threedb.result_logging.json_logger
    • threedb.result_logging.logger_manager
    • threedb.result_logging.tb_logger
  • threedb.scheduling package
    • threedb.scheduling.base_scheduler
    • threedb.scheduling.policy_controller
    • threedb.scheduling.search_space
    • Scheduling utils
  • threedb.client
  • threedb.main
  • threedb.utils