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ML TIPS & TRICKS / DALI Let's improve NVIDIA's documentation step by step If you're reading this, you for sure know that installing NVIDIA stuff can be a daunting task for even the most experienced devs. While the NVIDIA Jetson devices offer incredible performance for deep learning applications, getting started with using them for your projects can be challenging due to limited documentation and a lack of end-to-end tutorials.
ML TIPS & TRICKS / TPAT Ease your TensorRT pain with TPAT If you’ve ever worked with TensorRT, then you probably faced an error similar to this one, right?
ML TIPS & TRICKS / TIDE TL;DR: Your object detection model sucks and you want to improve it by leveraging better evaluation metrics… skip the introduction, and find out how or go directly to the Google Colab notebook for the code or here for the ClearML experiment log! False positives and false negatives are the main problems in object detection (source: Photo 6 Jets Parading Toward Clouds by Sajid Ali from Pexels with overlay by the author) Object detection is easy.
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