ValentininPicselliaHow to Reduce Training Data with Self-Supervised LearningDeep Neural Networks such as Deep CNNs are excellent feature extractors. Learn best practices for reducing training data in computer…7 min read·Jul 28, 2022----
ValentininPicselliaWhat Is Image Data Augmentation and Why Use It?To solve the problem of data scarcity, we use data augmentation techniques. But how do you augment image data? Learn more!6 min read·Jul 18, 2022--1--1
ValentininPicselliaWhy Do Classical MLOps Tools Not Fit Computer Vision?CV pipelines require a set of processes that are exclusive to Computer Vision. This is where CVOps–a fusion of MLOps and Computer Vision.6 min read·Jul 6, 2022----
ValentininPicselliaHow To Optimize Computer Vision Models For Edge DevicesThis article will introduce you to “Inference at the Edge” and “Inference Optimization Techniques” in Machine Learning.9 min read·Jul 5, 2022----
ValentininPicselliaData Versioning & Feedback Loop Best Practices in Computer VisionAuthor: Konstantinos Poulinakis for Picsellia6 min read·Jun 6, 2022----
ValentininPicselliaHow We Built a Dataset Visual Similarity Search Feature By Using Embeddings and QdrantLearn to implement a scalable visual search feature to find similar images across millions of images for multiple clients at the same time.7 min read·May 18, 2022----
ValentininPicselliaKey Metrics You Must Monitor When Building A Computer Vision Monitoring SolutionAuthor: Haziqa Sajid for Picsellia6 min read·Apr 27, 2022----
ValentininPicselliaData Management in AI: Key Success FactorA recent Cognilytica study states that the greatest challenge faced by most AI/ML teams is data management and optimization. About 50% of…4 min read·Apr 15, 2022----
ValentininPicselliaMLOps Applied: How to Use Computer Vision in Cancer Cell ResearchWe casted a webinar to introduce the new version of our platform, now centered on MLOps, and more precisely, on CVOps–MLOps applied…14 min read·Mar 28, 2022----
ValentininPicselliaHow to Train YOLOv5 on a Custom Dataset, Step by StepNote: The following video was recorded on Picsellia’s previous version in 2021, while this current blog article has been updated with…12 min read·Mar 17, 2022--1--1