Found 8 repositories(showing 8)
svdesai
Exploratory Data Analysis and Visualisations on MS COCO style object detection datasets.
gy-7
No description available
This repository is for EDA of semantic segmentation dataset which format is coco.
gggordon
No description available
HIT-ShuWei
No description available
Nickputov
No description available
OmkarSawant23
A complete PyTorch pipeline for training and evaluating Mask R-CNN and semantic segmentation models on the COCO dataset. Includes dataset loading, EDA visualizations, custom dataset classes, mask generation, model training, loss tracking, COCO-format prediction export, and visualization tools.
MouliSirigiri
I trained Mask R-CNN (ResNet-50) on COCO-2017 subset (600 imgs, 4 classes: cake/car/dog/person) for instance masks. EDA showed 'person' dominance (~50%); avg IoU=0.70 (person 0.75, cake 0.60 due to imbalance). 5 epochs, lr=0.001, batch=16 in Colab.
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