About this role
Develop and optimize machine learning and deep learning algorithms, participate in model construction, training and evaluation, and perform data collection, preprocessing and feature engineering. Work with team members to integrate algorithms into products, focusing on audio and video surveillance algorithms including detection, extraction, tracking and recognition.
Skills for this role
PythonCC++MathematicsStatisticsMachine LearningDeep LearningCaffePyTorchTensorFlowMxNetCNNRNNLSTMTransformerViTNeural network designHyperparameter tuningModel compressionModel deploymentInference optimizationNPUGPUDSPARMCPUData collectionData cleaningData preprocessingFeature engineering''Data labeling''Algorithm development''Model training''A