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Playment

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On-demand workforce for human tasks

Jul 06

Framework to Evaluate a Data Labeling partner for Machine Learning

There are many challenges in building AI that works in the real-world scenarios. One of those is the quality of the training data that is needed to train your model. Being in the AV industry, in order to stay at the top, machine learning models need to be trained on representative datasets that include all […] The post Framework to Evaluate a Data Labeling partner for Machine Learning appeared first on Playment Blog.

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Jan 22

Comparing Cityscapes, Mapillary and BDD for Segmentation Datasets

Performing exploratory data analysis on the three most widely used semantic segmentation datasets in the Autonomous Vehicles domain. import cv2 from collections import namedtuple, Counter from glob import glob import matplotlib.pyplot as plt import numpy as np import os import pickle from skimage.io import imread from tqdm.notebook import tqdm from bdd_config import labels as bdd_labels […] The post Comparing Cityscapes, Mapillary and BDD for Segmentation Datasets appeared first on Playment Blogs.

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Sep 12

What I love about working at Playment?

I started working with Playment back in January 2017 with a vision to create a fantastic customer-centric organization. However, working for an early-stage startup is stressful; not only did I have to learn about complex product and features; I had to learn them while they were changing. Very often, the product that my team worked […] The post What I love about working at Playment? appeared first on Playment Blogs.

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Dec 04

Playment partners with Ouster to simplify LiDAR data annotations

Today, almost all autonomous vehicle companies targeting level-5 autonomy use a setup involving LiDARs calibrated together with cameras working in sync to perceive the world around them. As a result, we’re seeing a huge surge in the demand for data to train the deep learning systems built around these sensors. To this end, we built […] The post Playment partners with Ouster to simplify LiDAR data annotations appeared first on Playment Blogs.

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