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holliemin9090's Projects

palm-rlhf-pytorch icon palm-rlhf-pytorch

Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT but with PaLM

platipy icon platipy

Processing Library and Analysis Toolkit for Medical Imaging in Python

probabilistic_unet icon probabilistic_unet

A U-Net combined with a variational auto-encoder that is able to learn conditional distributions over semantic segmentations.

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-image-models icon pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

pytorch-unet-1 icon pytorch-unet-1

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

raven2_sim icon raven2_sim

A RAVEN II Simulator (works with no robotic hardware)

resunet icon resunet

Pytorch implementation of ResUnet and ResUnet ++

roc-star icon roc-star

Loss function which directly targets ROC-AUC

rt-2 icon rt-2

Democratization of RT-2 "RT-2: New model translates vision and language into action"

segcaps icon segcaps

Official Implementation of the Paper "Capsules for Object Segmentation".

segloss icon segloss

A collection of loss functions for medical image segmentation

segment-anything icon segment-anything

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

segment-caption-anything icon segment-caption-anything

[CVPR 24] The repository provides code for running inference and training for "Segment and Caption Anything" (SCA) , links for downloading the trained model checkpoints, and example notebooks / gradio demo that show how to use the model.

segwithdistmap icon segwithdistmap

How Distance Transform Maps Boost Segmentation CNNs: An Empirical Study

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