Smuggle It : An Annotation Datasheet for labeling your next Object Detection Dataset

Leave a Comment / Computer Vision, Data Annotation Platform, Data Scientist, labeling team, Machine learning, Object Detection, vehicle detection, Vision datasets / By

Introduction Object Detection in the most fundamental way allows Computer Vision algorithms to boldly answer one question i.e. “what objects are where“. Consequently, the Computer Vision systems or the Deep Learning Models need accurately labeled datasets to consistently answer the same question to a variety of object classes. Even it’s quite seen that often the …

Smuggle It : An Annotation Datasheet for labeling your next Object Detection Dataset Read More »

Data Scientist Be “Aware”: Overlooking these 6 Alerts could subject your Image Classification Dataset to Potential Risks

Leave a Comment / Annotator, Computer Vision, Data Scientist, Image Classification, Machine learning, Vision datasets / By

Introduction The Intention of this blog is to facilitate better communication between Data Scientists and the Data Annotation teams spread across the organization precisely with regards to the labeling task for image classification use case. As it’s being said, “opportunity never knock twice” but this clear-cut leaflet in the hands of “Image Annotators” will help …

Data Scientist Be “Aware”: Overlooking these 6 Alerts could subject your Image Classification Dataset to Potential Risks Read More »

Segmentation 101 : The Largest list of Open and Searchable Segmentation Datasets

Leave a Comment / Image Segmentation, instance segmentation, segmentation / By

Segmentation 101 a.k.a. SEG 101 is an exhaustive list we have created to make it easier for you to search publicly available Image Segmentation datasets. Segmentation is one of the most time-consuming annotation tasks. Sometimes, before collecting your own dataset, you do want to experiment on a publicly available dataset. So, we created this list …

Segmentation 101 : The Largest list of Open and Searchable Segmentation Datasets Read More »

Image classification

How to Formulate Image classification problem for Data collection and Labeling

Leave a Comment / Image Classification / By

Image classification or Image tagging is the simplest yet powerful capability of computer vision. Just able to tag images has so many uses in e-commerce, stock-photo sites, visual search, organizing photos, etc. Creating a good image classification model depends on the dataset. In this blog, we shall go through the nuances of creating a good …

How to Formulate Image classification problem for Data collection and Labeling Read More »

Why NeuralMarker: Platform for Training Data Annotation for Deep Learning

Leave a Comment / Active-Learning, AI-Assisted-Labeling, Computer Vision, Data Annotation Platform, Image Classification, Image Recognition / By

Why NeuralMarker? ‍ In the last 5 years, I have seen dozens of Deep Learning projects which made into production. Every time, we were able to push the models in production, we always followed more or less similar process. It had more to do with training data than the algorithm. It was always painful and …

Why NeuralMarker: Platform for Training Data Annotation for Deep Learning Read More »