职位描述 Responsible for MPC4 Object detection algo.

development, incl.

NN network design & tracking fusion   职位要求 Vehicle Detection and Tracking: Skills in detecting, classifying, and tracking objects in various conditions (e.g., lowlight, occlusions).

Image Segmentation: Ability to separate dynamic objects (like vehicles, pedestrians) from static background.

Optical Flow and Motion Estimation: Experience in analyzing the movement of objects over time, critical for dynamic scenes.

Deep Learning Frameworks: Familiarity with Tensor Flow, Py Torch, or Keras for training and deploying models.

Object Detection Models: Experience with YOLO, Faster R-CNN, SSD, or specialized models for real-time detection.

Temporal Modeling: Proficiency with models for time-series data like RNNs, LSTMs, or Transformers, especially for predicting object trajectories.

Data Annotation and Training: Skills in annotating dynamic scenes and training models on diverse datasets to improve robustness.