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DavidHSTai's Projects

diracnets icon diracnets

Training Very Deep Neural Networks Without Skip-Connections

distiller icon distiller

Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://intellabs.github.io/distiller

distributed-tutorial icon distributed-tutorial

Tutorial for Distributed Deep Learning on Serveral Frameworks,e.g. Keras, Tensorflow, PyTorch

dropblock icon dropblock

Implementation of DropBlock: A regularization method for convolutional networks in PyTorch.

dsod icon dsod

DSOD: Learning Deeply Supervised Object Detectors from Scratch. In ICCV 2017.

eval_kitti icon eval_kitti

Tools to evaluate object detection results using the KITTI dataset.

fastannotationtool icon fastannotationtool

A tool using OpenCV to annotate images for image classification, optical character reading, ...

fate icon fate

An Industrial Grade Federated Learning Framework

fcn.berkeleyvision.org icon fcn.berkeleyvision.org

Fully Convolutional Networks for Semantic Segmentation by Jonathan Long*, Evan Shelhamer*, and Trevor Darrell. CVPR 2015 and PAMI 2016.

ghm_detection icon ghm_detection

The implementation of “Gradient Harmonized Single-stage Detector” published on AAAI 2019.

goturn icon goturn

Source code for paper: Learning to Track at 100 FPS with Deep Regression Networks, Held, et al. ECCV 2016

jetson-inference icon jetson-inference

Guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson.

jsfeat icon jsfeat

JavaScript Computer Vision library.

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