Image Captioning model with resnet and GRU
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Updated
Jul 18, 2022 - Python
Image Captioning model with resnet and GRU
COCO-CameraTrap Indexer. An extension to pycocotools including location and sequence indexing.
You can get the subset(interested categories) from COCO dataset with Google Colab and gloucv library
VisionDriveX is a multi-task autonomous driving perception system that performs traffic sign classification, stop-sign detection, and lane segmentation. Built with PyTorch and explainable AI (Grad-CAM), it delivers real-time, interpretable road understanding for safety-critical ADAS applications.
datasets generation for deep learning
A simple script to calculate the mAP using PascalVOC2012 and COCO standards for object detection
Welcome to the project on downloading the COCO dataset from a JSON file! This application was developed with one goal in mind: to provide an educational and entertaining solution for obtaining data from the famous COCO (Common Objects in Context) dataset.
Quantization Aware Training
Deep learning project
Neural Image Captioning 2015 implemented in Pytorch on MS COCO 2014 dataset.
Object Detection Tools to convert between dataset formats, image splitting and stitching.
Fine-tuning an encoder-decoder transformer (ViT-Base-Patch16-224-In21k and DistilGPT2) for image captioning on the COCO dataset
[ICCV 2019] Balanced Datasets Are Not Enough: Estimating and Mitigating Gender Bias in Deep Image Representations
Instance segmentation with Mask R-CNN (COCO) using OpenCV DNN. CLI demo, headless-friendly outputs.
Blur images outside of segmentation mask of COCO-format annotations
UNet model to colorize black & white images
Image captioning project with a deep learning model. Given an image, it is processed by an encoder CNN and then passed to a decoder RNN. The decoder outputs a text caption of the image content. The work is based on the paper "Show and Tell" by Vinyals et al. Pytorch is used for the implementation and the COCO dataset for training.
Something to do with Math I think
Dynamic Navigation to the nearest parking spot from a current location.
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