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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