implementation-of-research-paper topic

List implementation-of-research-paper repositories

This is a PyTorch implementation of the the Paper by Simo-Sera et.al. on Cleaning Rough Sketches using Fully Convolutional Neural Networks.

Sketch2Color-anime-translation

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Given a simple anime line-art sketch the model outputs a decent colored anime image using Conditional-Generative Adversarial Networks (C-GANs) concept.

pytorch-multi-class-focal-loss

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An (unofficial) implementation of Focal Loss, as described in the RetinaNet paper, generalized to the multi-class case.

Papers-in-100-Lines-of-Code

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Implementation of papers in 100 lines of code.

Custom_MaskRCNN

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Custom Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

pytorch-fpn

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PyTorch implementations of some FPN-based semantic segmentation architectures: vanilla FPN, Panoptic FPN, PANet FPN; with ResNet and EfficientNet backbones.

botanical-trees

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Unofficial implementation of the paper "Learning to reconstruct botanical trees from single images"