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dowell666's Projects

action-annotation icon action-annotation

An annotation tool for action labeling in videos. Best for machine learning/computer vision action recognition research.

decord icon decord

An efficient video loader for deep learning with smart shuffling that's super easy to digest

first-impression icon first-impression

Human Personality Traits Recognition from short introduction videos of users from Youtube (ECCV16 Challenge)

gile icon gile

A generalized input-label embedding for text classification

keras-resnet icon keras-resnet

Residual networks implementation using Keras-1.0 functional API

models icon models

Models and examples built with TensorFlow

personality-prediction icon personality-prediction

Experiments for automated personality detection using Language Models and psycholinguistic features on various famous personality datasets including, the essays dataset (Big-Five personality labelled traits)

speech_recognition icon speech_recognition

Speech recognition module for Python, supporting several engines and APIs, online and offline.

tale icon tale

Transformer-based protein function Annotation with joint feature-Label Embedding

video-survelliance-system icon video-survelliance-system

We prepared a project which aims at ACTION RECOGNITION(mainly Sports Classes). We trained a VGG-16 Neural Network along with LSTM with UCF-101 Dataset having 101 classes. Initially, Dense Optical Flow was applied on the Dataset Videos and then respective MAGNITUDE and ANGLES were fed to the VGG-LSTM Network. After which the predictions of Networks processing angle and magnitudes are fused to get a single output.

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