🔥 CNN for Watermark Removal using Deep Image Prior with Pytorch 🔥.

[TPAMI 2022] "Bag of Tricks for Training Deeper Graph Neural Networks A Comprehensive Benchmark Study" by Tianlong Chen*, Kaixiong Zhou*, Keyu Duan, Wenqing Zheng, Peihao Wang, Xia Hu, Zhangyang Wang

Codes for ICLR 2020 paper "Skip Connections Matter: On the Transferability of Adversarial Examples Generated with ResNets"

Nested U-Net with two-level skip connections for speech enhancement

Source code (train/test) accompanying the paper entitled "Veritatem Dies Aperit - Temporally Consistent Depth Prediction Enabled by a Multi-Task Geometric and Semantic Scene Understanding Approach" in CVPR 2019 (https://arxiv.org/abs/1903.10764).

The project presents a comparative study of Brain Tumor Segmentation using 3 approaches - 1) Sobel Operator and U-Net, 2) V-Net, 3) W-Net

ResNet-34 Model trained from scratch to classify 450 different species of birds with 98.6% accuracy.

Implementations of different variations of U-net - adding deconv layers, dense net variant and including skip connections

Graduation Project. Applying Generative Adversarial Networks(GAN) with Residual-In-Residual(RIR) blocks.

This is the official implementation of "Novel View Synthesis with Skip Connections" (ICIP 2020)

IEEE paper implementation of Single-View 2D-3D Reconstruction.

This project demonstrates the implementation of ResNet50 from scratch and its application for chest cancer classification using the Chest CT-scan Images dataset.

Reconstructing Medical Images using Generative model.

Replication of Jasper speech-to-text network using Intel optimized TensorFlow.

The main goal of this project is to come up with an architecture having the highest test accuracy on the CIFAR-10 image classification dataset, under the constraint that model has no more than 5 million parameters.

Code accompanying the paper: "Hybrid Skip: A Biologically Inspired Skip Connection for the UNet Architecture"

road and traffic segmentation with IoU metric and DICE coffecient

Refer Readme.md

RoboND Term 1 Deep Learning Project, Follow-Me

This repository contains the implementation of famous ResNet50 which is state of art technique for image classification