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Isaac Ge's Projects

densenet-pytorch icon densenet-pytorch

A PyTorch Implementation for Densely Connected Convolutional Networks (DenseNets)

detectron icon detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

drn icon drn

Dilated Residual Networks

piwise icon piwise

Pixel-wise segmentation on VOC2012 dataset using pytorch.

py-faster-rcnn icon py-faster-rcnn

Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version

pytorch icon pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-faster-rcnn icon pytorch-faster-rcnn

I would appreciate if someone can retrain the model. The "finetune from scratch" result should be better because the training details have been changed. (And mobilenet training not supported yet.)

pytorch-fcn icon pytorch-fcn

PyTorch implementation of Fully Convolutional Networks

pytorch_tiramisu icon pytorch_tiramisu

PyTorch Implementation of The One Hundred Layers Tiramisu for Semantic Image Segmentation

ssd.pytorch icon ssd.pytorch

A PyTorch Implementation of Single Shot MultiBox Detector

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