Copy-Paste SSH registration list
I keep this content for myself. I notice that I have been repeating this process, so want to follow this for myself and anyone I need to advise/guide later.
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Secret to Success: Focus
Throughout my career and learning from other entrepreneurs, I’ve realized failure rarely comes from working hard—it happens when we focus on things that don’...
How to Build a Team: A Resource Optimization Perspective
When building a team, two fundamental approaches emerge: Recruiting individuals whose skills precisely match predefined tasks Aligning all team members ...
Distributed Data Parallel: Scaling AI Model Training
What truly makes for a better AI model? It’s a multifaceted journey, beginning with good data and winding through the intricacies of data processing, model a...
Beyond mAP: Better Evaluation of Bbox
In my experiences with computer vision models, evaluating the performance of instance segmentation or object detection models has predominantly relied on a m...
Knowledge Distillation: A Comparative Exploration and the Role of Soft Targets
Knowledge Distillation is a process that refines large, complex models into smaller, efficient ones without losing much of the original performance. The conc...