000			01139nam a2200145Ia 4500
008			231221s9999 xx 000 0 und d
041			_aEnglish
082			_aCPCS19-1854
100			_aTanay Gangey. Hardik Gourisaria. Akhilarka Jayanthi. Rama Dev P. Shylaja S S.
245		0	_aGenerating Captions for Underwater Images Using Deep Learning Models
260			_c2019
510			_aImage captioning is a small yet important domain lying under the vast subject of Scene Understanding. Our work focusses on the generation of annotations for Underwater images in natural language. A new underwater image dataset, namely PESEmphasis5k, has been created and captioned. Our model using different variations of CNNs, LSTMs, and GRUs, when trained on our new dataset, generates captions with good accuracy. Alongside this, we introduce Parameter Wise Tally Checker as a new evaluation metrics for analyzing and evaluating models and demonstrate its usage on our captioning model.
650			_aDeep Learning, Convolutional Neural Networks, Recurrent Neural Network, Long Short-Term Memory, Gated Recurrent Units, Image Captioning
942			_cIR
999			_c236574 _d236574