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FCOS- Anchor Free Object Detection Explained

FCOS: Fully Convolutional One-stage Object Detection is an anchor-free (anchorless) object detector. Inference on image and video with PyTorch.

Anchor-free, CenterNet, CNN, Computer Vision, FCOS, Object Detection, PyTorch

NVIDIA GTC 2022 : The most important AI event this Fall

In Today's GTC 2022 post, we have shared how experts and industry leaders in industrial AI got started and traced their rewarding career journeys to the top.

CUDA, GTC, NVIDIA

TensorFlow Lite Model Maker: Create Models for On-Device Machine Learning

In this article, we will learn how to create a TensorFlow Lite model using the TF Lite Model Maker Library. We will fine-tune a pre-trained image classification model on the

CNN, Deep Learning, Edge Devices, Image Classification, Model Optimization, OpenCV Tutorials, Post Training Quantization, Raspberry Pi

TensorFlow Lite: TFLite Model Optimization for On-Device Machine Learning

The recent trend in developing larger and larger Deep Learning models for a slight increase in accuracy raises concerns about their computational efficiency and wide scaled usability. We can not

CNN, Deep Learning, Edge Devices, Image Classification, Model Optimization, OpenCV Tutorials, Post Training Quantization, Raspberry Pi

AUTOSAR C++ compliant deep learning inference with TensorRT

If you are unfamiliar with safety compliance and are debating whether or not to read this blog post, let’s answer the most important question first. Why should you read this

CNN, Deep Learning, Edge Devices, Image Segmentation, Machine Learning

Post Training Quantization with OpenVINO Toolkit

Deep Learning models inferencing on video stream inputs in computer vision applications are mostly used for object detection, image segmentation, and image classification. In many cases, we fail to get

Computer Vision, Deep Learning, Intel OpenVINO Toolkit, Model Optimization, Object Detection, Post Training Quantization