--- title: "Mostafa Osama (@mostafaosama) | Hashnode" description: "Mostafa Osama (@mostafaosama) writes on Hashnode. Read their latest articles and follow their work." url: "https://hashnode.com/@mostafaosama" --- @mostafaosama # Mostafa Osama @mostafaosama · Joined March 2022 ### [Building Intelligent Video Analytics Solutions Using Intel Deep Learning Streamer (Intel DL Streamer)](https://mostafaosama.hashnode.dev/building-intelligent-video-analytics-solutions-using-intel-deep-learning-streamer-intel-dl-streamer?utm_source=hashnode&utm_medium=feed) It is true and commonly thought that the video cameras installed in retail stores, smart cities, manufacturer, ..etc. are mainly used for security purposes, as mainly to prevent theft. But what if you can add intelligent layer on top of your current ... 4 min read · [mostafaosama.hashnode.dev](https://mostafaosama.hashnode.dev/building-intelligent-video-analytics-solutions-using-intel-deep-learning-streamer-intel-dl-streamer?utm_source=hashnode&utm_medium=feed) [Jun 21, 2022](https://hashnode.com/posts/building-intelligent-video-analytics-solutions-using-intel-deep-learning-streamer-intel-dl-streamer/62b1c4e30572b078ae51646e) ### [OpenVINO Model Server](https://mostafaosama.hashnode.dev/openvino-model-server?utm_source=hashnode&utm_medium=feed) Machine learning (ML) models have been deployed successfully across a variety of use cases and industries, but due to the high computational complexity of recent ML models such as deep neural networks, inference deployments have been limited by perfo... 3 min read · [mostafaosama.hashnode.dev](https://mostafaosama.hashnode.dev/openvino-model-server?utm_source=hashnode&utm_medium=feed) [Jun 5, 2022](https://hashnode.com/posts/openvino-model-server/629cced2cfa70a3fd32d85d0) ### [Optimize your Deep Learning models with Post-Training Optimization from Intel OpenVINO](https://mostafaosama.hashnode.dev/optimize-your-deep-learning-models-with-post-training-optimization-from-intel-openvino?utm_source=hashnode&utm_medium=feed) Who doesn't want to reach the best ever performance from a Deep learning model!!! Generally, performance means how fast the model processes the live data. Two key metrics are used to measure the performance: latency and throughput are fundamentally ... 4 min read · [mostafaosama.hashnode.dev](https://mostafaosama.hashnode.dev/optimize-your-deep-learning-models-with-post-training-optimization-from-intel-openvino?utm_source=hashnode&utm_medium=feed) [May 11, 2022](https://hashnode.com/posts/optimize-your-deep-learning-models-with-post-training-optimization-from-intel-openvino/627b98d7e525f1b677136942) ### [Deep Learning Deployment with Intel OpenVINO](https://mostafaosama.hashnode.dev/deep-learning-deployment-with-intel-openvino?utm_source=hashnode&utm_medium=feed) AI Inference Optimized for Amazing 4 min read · [mostafaosama.hashnode.dev](https://mostafaosama.hashnode.dev/deep-learning-deployment-with-intel-openvino?utm_source=hashnode&utm_medium=feed) [May 5, 2022](https://hashnode.com/posts/deep-learning-deployment-with-intel-openvino/6273b55577679f3cf14d73bc)