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PyTorch implementation of the U-Net for image semantic segmentation with high quality images
Histogram comparison based on different color space, including grayscale, RGB, HSV and CIELab. There are four different similarity measures, such as cosine correlation, Chi-square test, histogram i…
Reference code for the paper HistoGAN: Controlling Colors of GAN-Generated and Real Images via Color Histograms (CVPR 2021).
A pytorch implementation that converts image RGB color space into HSV allowing differentiable back-propagate
PyTorch implementation for differentiable histogram
PyTorch implementation for Histogram Loss
extracting specific color based on HSV with adjustable tolerance
Learning to rank with neuralnet - RankNet and ListNet
CVPR2018: Unsupervised Cross-dataset Person Re-identification by Transfer Learning of Spatio-temporal Patterns
Officially maintained, supported by PaddlePaddle, including CV, NLP, Speech, Rec, TS, big models and so on.
Implementation of several several losses and a generative architecture (in different color space) for Color Image Enhancement.
Features Extraction course - 2020
A basic Color Space Based Image Retrieval System
Simple project that implements a content-based image retrieval engine using PostgreSQL as storage backend and Python for the application logic
Image processing datasets (brightening, color enhancement, inpainting, denoising, dehazing, deblurring, and deraining)
🖼️ 𝖀𝖓𝖔𝖋𝖋𝖎𝖈𝖎𝖆𝖑 PyTorch implementation of "Learning Fine-grained Image Similarity with Deep Ranking" (arXiv:1404.4661)
Use ChatGPT to summarize the arXiv papers. 全流程加速科研，利用chatgpt进行论文全文总结+专业翻译+润色+审稿+审稿回复
Official implementation of DeepLabCut: Markerless pose estimation of user-defined features with deep learning for all animals incl. humans
🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.
🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), ga…
A complete computer science study plan to become a software engineer.
Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch