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Perseus Xi's Projects

pnnx icon pnnx

PyTorch Neural Network eXchange

pytorch-grad-cam icon pytorch-grad-cam

Many Class Activation Map methods implemented in Pytorch for CNNs and Vision Transformers. Including Grad-CAM, Grad-CAM++, Score-CAM, Ablation-CAM and XGrad-CAM

pytorch-unet icon pytorch-unet

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

reinforcement-learning icon reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

repvit icon repvit

RepViT: Revisiting Mobile CNN From ViT Perspective

rl icon rl

reinforcement learning

road-boundary-extraction icon road-boundary-extraction

after using MultiNET++ finished the multi tasks,project the road pixels on the LIdar Map,finally ,extract and discribe the road boundary in the properly morphological shape

rsgunet_image_enhance icon rsgunet_image_enhance

Champion solution of the PIRM2018 Challenge on Perceptual Image Enhancement on Smartphones (Track B: Image Enhancement)

scenelib2 icon scenelib2

SceneLib2 is an open-source C++ library for SLAM originally designed and implemented by Professor Andrew Davison at Imperial College London.

scenetextpapers icon scenetextpapers

Tracking the latest progress in Scene Text Detection and Recognition: Must-read papers well organized

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