Prior experience must include Synthetic dataset preparation and image preprocessing using OpenCV for training; deploying visual search on AWS Sagemaker; developed Optical Character Recognition OCR using CNNLSTM architecture; developed object detection using deep learning frameworks TensorFlow and Keras; evaluation of image similarity search using KNN and Elastic Search; fine Tuning of SSD and Faster RCNN on Keras and TensorFlow for object localization; used Docker for code containerizing and deployment.
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