Dec 9, 2025 · 3 min read · In this guide, I’ll show you how to build your own AI-vs-Human Image Detector using: Streamlit for the UI Hugging Face Transformers PyTorch A modern detection model: Organika/sdxl-detector Overview of What We’re Building This detector: Accepts...
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Sep 10, 2025 · 1 min read · 在 PyTorch 里，层（layer）其实就是各种 torch.nn.Module 的子类。种类非常多，可以分为几大类： 1.卷积层 1.1. 1D/2D/3D卷积 nn.Conv1d, nn.Conv2d, nn.Conv3d 1.2.转置卷积（反卷积/上采样卷积） nn.ConvTranspose1d, nn.ConvTranspose2d, nn.ConvTranspose3d 1.3.稀疏卷积/量化卷积 （部分在拓展库里） 2.池化层 2.1.最大池化 nn.MaxPool1d, nn...
Join discussionApr 25, 2025 · 4 min read · NCCL: High-Speed Inter-GPU Communication for Large-Scale Training - Sylvain Jeaugey, NVIDIA Introduction to NCCL NCCL, or NVIDIA Collective Communications Library, is an inter-GPU communication library optimized for deep learning frameworks. Develope...
Join discussionNov 16, 2024 · 5 min read · In the ever-evolving world of artificial intelligence, integrating computer vision with real-time functionalities is opening doors to smarter, interactive applications. In this blog, we will build a Real-Time Object Detection and Text Recognition Sys...
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Sep 6, 2024 · 5 min read · The ability to generate high-quality images from text descriptions has become a fascinating application of AI, especially with the advent of powerful models like Stable Diffusion. In this blog, we will explore how to create images from text using Sta...
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Nov 25, 2023 · 2 min read · Soooo. I was working on tuning a model for my college research thesis. I was already using YAML files to control parameters such as learning rates, dropout rates, so on. But, I also wanted to tune the model while changing the number of layers and neu...
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