機械学習 · GitHub

局部监督驱动的有界增量融合人脸伪造检测（LBIF）

Predict dense depth maps from sparse and noisy LiDAR frames guided by RGB images. (Ranked 1st place on KITTI) [MVA 2019]

SOLO and SOLOv2 for instance segmentation, ECCV 2020 & NeurIPS 2020.

• Totally box-free: SOLO is totally box-free thus not being restricted by (anchor) box locations and scales, and naturally benefits from the inherent advantages of FCNs.
• Direct instance segmentation: Our method takes an image as input, directly outputs instance masks and corresponding class probabilities, in a fully convolutional, box-free and grouping-free paradigm.

Implementation for <SphereFace: Deep Hypersphere Embedding for Face Recognition> in CVPR'17.

A Deep Learning Recommender System

The Python Code Tutorials

Implementation of Dreambooth (https://arxiv.org/abs/2208.12242) with Stable Diffusion

🔥 An autonomous AI agent that runs your deep learning experiments 24/7 while you sleep. Zero-cost monitoring, Leader-Worker architecture, constant-size memory.

End-to-end Chinese scene-text detection and recognition with CTPN, CRNN, and CTC (legacy project).

SLICES: An Invertible, Invariant, and String-based Crystal Representation [2023, Nature Communications] MatterGPT, SLICES-PLUS

The deeplearning algorithms implemented by tensorflow

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PyTorch深度学习快速入门教程（绝对通俗易懂！）

Lightweight models for real-time semantic segmentationon PyTorch (include SQNet, LinkNet, SegNet, UNet, ENet, ERFNet, EDANet, ESPNet, ESPNetv2, LEDNet, ESNet, FSSNet, CGNet, DABNet, Fast-SCNN, ContextNet, FPENet, etc.)