Anchor-Based vs Anchor-Free Object Detection
Compare anchor-based vs anchor-free object detection: Faster R-CNN and RetinaNet anchors vs FCOS and CenterNet point-based methods.
8 min readConcept
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deep learning
Explore machine learning concepts related to deep learning. Clear explanations and practical insights.
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Concepts Related to deep learning
Modern Object Detection: DETR and Transformer-Based Approaches
Understanding end-to-end object detection with transformers, from DETR's object queries to bipartite matching and attention-based localization
8 min readConcept
Tensor Cores: Accelerating Deep Learning
NVIDIA Tensor Cores explained: mixed-precision matrix operations delivering 10x speedups for AI training and inference on CUDA GPUs.
6 min readConcept