ktro2828 / ktro2828/perception_eval_rs

[TODO] add support of NuImages

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enhancement
Dominant language
Rust
Stars
1
Forks
0
PR merge metrics
No merged PRs in 30d

Description

## What

Add support of loading NuImages dataset.

## NuScens vs NuImages

- :heavy_check_mark: Both NuScenes and NuImages have same table and fileds
- :white_check_mark: Both NuScenes and NuImages have same table but different fields
- :x: Either NuScenes or NuImages has

### Vehicle
|log|map|calibrated_sensor|sensor|
|:--:|:--:|:--:|:--:|
|:heavy_check_mark:|:x:|:white_check_mark:|:heavy_check_mark:|

### Extraction
|scene|sample|sample_data|ego_pose|
|:--:|:--:|:--:|:--:|
|:x:|:white_check_mark:|:heavy_check_mark:|:heavy_check_mark:|

### Annotation
|instance|lidarseg|sample_annotation|surface_ann|object_ann|
|:--:|:--:|:--:|:--:|:--:|
|:x:|:x:|:x:|:x:|:x:|

### Taxonomy
|category|attribute|
|:--:|:--:|
|:white_check_mark:|:heavy_check_mark:|

### NuScenes schema
![image](https://github.com/ktro2828/perception_eval_rs/assets/60615504/52c704f8-8c1b-47de-8929-f5cb3b7016c3)

### NuImages schema
![image](https://github.com/ktro2828/perception_eval_rs/assets/60615504/dbe3fce4-3bfc-4d38-8392-9aec86cca45c)

Contributor guide

No contributing guide indexed for this repository

Research direction

Start by comparing the existing NuScenes loading support with the NuImages schema and table comparison in this issue. Define the required NuImages dataset coverage, then verify that NuImages data can be loaded while preserving the shared and differing fields identified here.

Written by the indexing model from the issue text.

Assessment

Tech stack
rust
Domain
data
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
25/100

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