3DB

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
3DB
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