#Work

  1. Face_Direction

    > Archived at 9/15/2026, 3:38:51 PM - [-] Retrain and Validate Person Attributes Model 🆔 bp0t9x ⛔ isp2fp Retrain the multi-task/attribute…

  2. Go Service API

    - [x] Go Script for an endpoint that shows the CPU/GPU usage on a VM 🆔 11

  3. July 2026

    - [x] Thermal Detection - [ ] Person Attributes Model Enhancement - [x] LPR Preprocessing & Deskewing Pipeline - [x] Go Service API - [ ]…

  4. Laya

    - [ ] Finetune the model (Laya-vision) on our data 🆔 nja9le 🔼 - [ ] (optional) Try other image encoders

  5. LPR Preprocessing & Deskewing Pipeline

    - [x] Integrate LPR Preprocessing into InferServer ➕ 2026-07-07 🆔 7 ⛔ 5 Set up and migrate the license plate recognition (LPR)…

  6. Multi-stream service

    - [x] multi-streaming service in python 🆔 i0l7qq streams are made from videos on the desktop. - [x] research a way to run multiple…

  7. Person Attributes Model Enhancement
  8. Person dataset review
  9. Refactor augmentation script pipeline

    - [/] Refactor augmentation script pipeline 🆔 14 ⏫ - [x] refactor the augmentation script to use albumentations - [x] split the pipeline…

  10. September 2026

    - [ ] Training counter - [ ] Refactor augmentation script pipeline - [ ] Yolo Optimization - [ ] Person dataset review - [ ] Tracker…

  11. Thermal Detection

    - [x] Thermal videos task 🆔 10 Use the videos from the nightvision camera to produce an object detection model & test several…

  12. Tracker benchmark
  13. Training counter
  14. Vehicle Attributes Model

    - [x] Vehicle Attribute Data Acquisition & Augmentation 🆔 npkahh ⏫ - [x] Fetch a vehicle detection dataset for road surveillance - [x]…

  15. Work Documentation

    July 2026 tasks

  16. Yolo Optimization
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