Machine Learning for Medical Imaging Analysis: A Comprehensive Overview [with Datasets Map]
Medical imaging analysis with ML: Explore classifications, challenges, cutting-edge research, and key datasets for robust smart diagnostics.
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- Nov 2
- 8 min
Audio Annotation / Speech Annotation: Silent Force Powering Voice Features of GPT, Alexa and Beyond
Audio annotation is key to training voice AI like GPT and Alexa. The post explores audio annotation's importance, use cases, guide and tips.
- Oct 13
- 7 min
A Guide to 3D Point Cloud Segmentation for AI Engineers: Introduction, Techniques and Tools
A beginner's guide to point cloud segmentation covering core concepts, algorithms, applications, and annotated dataset acquisition.
![Image Segmentation: 10 Concepts, 5 Use Cases and a Hands-on Guide [Updated 2023]](https://static.wixstatic.com/media/4b3c31_4ab6101079434069924a5180866c7a3b~mv2.jpg/v1/fill/w_514,h_386,fp_0.50_0.50,q_90,enc_auto/4b3c31_4ab6101079434069924a5180866c7a3b~mv2.jpg)
- Sep 15
- 8 min
Image Segmentation: 10 Concepts, 5 Use Cases and a Hands-on Guide [Updated 2023]
In this post, we cover key concepts and real-world applications to showcase image segmentation's invaluable role in AI.
- Aug 11
- 4 min
Futuristic Horizons: Unveiling the Potential of Human in the Loop
Explore evolving human-AI dynamics, human in the loop's future, & BasicAI's role in enhancing AI accuracy & adaptability.
- Jul 28
- 11 min
Leading Object Detection Algorithms in 2023: A Comprehensive Overview
A technical guide to leading object detection algorithms for computer vision, covering two-stage, one-stage, and transformer-based algorithm
- Jul 21
- 7 min
Do Humans Still Have a Role in the Era of Large Language Models and Generative AI?
Large Language Models and Generative AI, less dependent on human supervision, are ascendant. Do humans still hold a role?
- Jul 13
- 5 min
Computer Vision Data Labeling: A Complete Guide in 2023
Data labeling has emerged as a booming industry in AI ecosystem. Annotated data empowers AI models to excel in various applications.
- Jun 19
- 4 min
Camera & LiDAR Sensor Fusion Key Concept: Extrinsic Parameters
Explore extrinsic parameters and their role in connecting radar and camera coordinate systems in AI applications.
- Jun 19
- 4 min
Camera & LiDAR Sensor Fusion Key Concept: Intrinsic Parameters
Into the world of sensor fusion annotation, and how intrinsic matrices help AI systems understand spatial data by combining 2D images and 3D
- Apr 11
- 4 min
Is Data Annotation Obsolete with Meta's Segment Anything?
Meta released Segment Anything on April 5th, announcing the arrival of the image-based large model era. Do we still need manual labeling?
- Mar 26
- 3 min
Demo | 4D Imaging Radar Data Annotation
BasicAI Cloud Pioneers Stronger Multimodal Support: 4D, 3D and 2D Fusion.
- Mar 5
- 2 min
Demo | How Can ChatGPT Help Annotation of Computer Vision Data? Here’s the Answer!
Check our latest demo of Basic Bot, your data assistant integrated with ChatGPT to facilitate your computer vision data annotation!
- Dec 11, 2022
- 3 min
Software Series | BasicAI Cloud Technical Architecture
This article introduces how to build a SaaS-level training data platform based on Xtreme1. Xtreme1 is the world’s first open-source...
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