Lahiru Jayasinghe

FAST-VQA-and-FasterVQA. [ECCV2022, TPAMI2023] FAST-VQA, and its extended version FasterVQA.

AdderNetTensorRT. Nvidia TensorRT implementation of AdderNet for edge deployment

siamesenetwork-tensorflow. Using siamese network to do dimensionality reduction and similar image retrieval

python-is-cool. Cool Python features for machine learning that I used to be too afraid to use. Will be updated as I have more time / learn more.

AXI_PCB_defect_detection. This repo contains data pre-processing, classification and defect detection methodologies for images from Advance XRay Inspection from multi-layer PCB boards. Proprietary AXI image dataset is not included in this repo. Users can use their own datasets on top of the OOP data extraction layer and neural network models implemented here.

DEC-keras. Keras implementation for Deep Embedding Clustering (DEC)

CBIR. Content-Based Image Retrieval System

tensorflow_unpooling. Unpooling of tensor that has been pooled using max_pool_with_argmax

nll_tryout. Jupyter Notebook

tensorspace. Neural network 3D visualization framework, build interactive and intuitive model in browsers, support pre-trained deep learning models from TensorFlow, Keras, TensorFlow.js

DACSDC-DeepZ. Proposed solution of team DeepZ for 2018 DAC System Design Contest

DCASE2018. An undergraduate research project to explore domestic sound detection for IoT devices, but transitioned into answering Task 5 of the DCASE2018 challenge.

tfgraphviz. A visualization tool to show a TensorFlow's graph like TensorBoard

micro-projects. A collection of small code snippets for learning how to code

tensorflow_cookbook. Code for Tensorflow Machine Learning Cookbook

TensorFlow-Tutorials. TensorFlow Tutorials with YouTube Videos