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QianBoda's Projects

alphafold2 icon alphafold2

To eventually become an unofficial Pytorch implementation / replication of Alphafold2, as details of the architecture get released

annotated_deep_learning_paper_implementations icon annotated_deep_learning_paper_implementations

🧑‍🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

free icon free

翻墙、免费翻墙、免费科学上网、免费节点、免费梯子、免费ss/v2ray/trojan节点、蓝灯、谷歌商店、翻墙梯子

gps-solar-tracker icon gps-solar-tracker

The main goal of the project was to build a rack for photovoltaic panels that will set them at right angles to the Sun to maximize their efficiency.

tensor2tensor icon tensor2tensor

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

trafficpatternrecognition-ai-at-night-to-control-switching-of-roadlamps-to-minimizepowerconsumption icon trafficpatternrecognition-ai-at-night-to-control-switching-of-roadlamps-to-minimizepowerconsumption

Collecting videos of traffic at night which is processed using vehicle detection model to obtain relevant traffic frequency dataset which is preprocessed before feeding it into traffic_frequency_prediction model. this traffic_frequency_prediction model is implemented using tensorflow which is further deployed on raspberry pi with movidius neural compute stick to control street lights in real time.

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