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ai-interview-cards

最完整的AI算法面试题目仓库，1000道，25个类目

detr

End-to-End Object Detection with Transformers

face

facecode

interview-for-algorithm-engineer

【三年面试五年模拟】算法工程师秘籍。AIGC、传统深度学习、自动驾驶、机器学习、计算机视觉、自然语言处理、图像处理、元宇宙、SLAM等AI行业面试笔试经验分享

kuiperinfer

带你从零实现一个高性能的深度学习推理库，支持Unet、Yolov5、Resnet等模型的推理。Implement a high-performance deep learning inference library step by step

ppq

PPL Quantization Tool (PPQ) is a powerful offline neural network quantization tool.

sam-onnx-ax650-cpp

SAM and lama inpaint，包含QT的GUI交互界面，实现了交互式可实时显示结果的画点、画框进行SAM，然后通过进行Inpaint，具体操作看readme里的视频。

stable_diffusion_trt_triton

tensorrt-llm

TensorRT-LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and build TensorRT engines that contain state-of-the-art optimizations to perform inference efficiently on NVIDIA GPUs. TensorRT-LLM also contains components to create Python and C++ runtimes that execute those TensorRT engines.

the-algorithm

Source code for Twitter's Recommendation Algorithm

tinygpt-v

TinyGPT-V: Efficient Multimodal Large Language Model via Small Backbones