iSeeBetter: Spatio-Temporal Video Super Resolution using Recurrent-Generative Back-Projection Networks | Python3 | PyTorch | GANs | CNNs | ResNets | RNNs | Published in Springer Journal of Computational Visual Media, September 2020, Tsinghua University Press

Code for DCASE 2020 task 1a and task 1b.

Content for workshops on computer vision @ HPI's AI Service Center

Replace FC2, LeNet-5, VGG, Resnet, Densenet's full-connected layers with MPO

practice on CIFAR10 with PyTorch

Implementation of "Weight Averaging Improves Knowledge Distillation under Domain Shift" (ICCV 2023 OOD-CV Workshop)

Stochastic Downsampling for Cost-Adjustable Inference and Improved Regularization in Convolutional Networks

Single-sequence and Profile-based Prediction of RNA Solvent Accessibility Using Dilated Convolution Neural Network

Code for paper "EdgeKE: An On-Demand Deep Learning IoT System for Cognitive Big Data on Industrial Edge Devices"

Designed a smaller architecture implemented from the paper Deep Residual Learning for Image Recognition and achieved 93.65% accuracy.

Code for "Variational Depth Search in ResNets" (https://arxiv.org/abs/2002.02797)

This is an AI-powered advertisement platform that performs Face Detection using Haar Cascade Frontal Face and Wide ResNet to detect your age and gender via an external camera and then show you video advertisements related to the products that suit your corresponding age and gender in real-time.

Weighted Skip Connections are Not Harmful for Deep Nets

Residual Embedding Similarity-based Network Selection (RESNets) for forecasting network dynamics.

The experiment of project

Implemented the Deep Residual Learning for Image Recognition Paper and achieved better accuracy by customizing different parts of the architecture.

👣 “恒锐杯”鞋印花纹图像类别判定挑战赛

This repository contains the implementation, data-generation pipelines, and trained behavior-cloning models for a kitchen pick-and-place task using IsaacLab. Task: a Franka Emika manipulator picks a tomato soup can (container) from inside a fridge and places it inside the microwave cavity.