PinnedLihi Gur Arie, PhDinTowards Data ScienceThe practical guide for Object Detection with YOLOv5 algorithmDetailed tutorial explaining how to efficiently train the object detection algorithm YOLOv5 on your own custom dataset.Mar 14, 202213Mar 14, 202213
Lihi Gur Arie, PhDinTowards Data ScienceBuilding an Image Similarity Search Engine with FAISS and CLIPA guided tutorial explaining how to search your image dataset with text or photo queries, using CLIP embeddings and FAISS indexingAug 232Aug 232
Lihi Gur Arie, PhDinTowards Data ScienceMastering Object Counting in VideosStep-by-step guide to counting strolling ants on a tree using detection and tracking techniques.Jun 253Jun 253
Lihi Gur Arie, PhDinTowards Data ScienceAutomatic Labeling With GroundingDinoA practical guide to tag object detection datasets with the GroundingDino algorithm. Code included.Feb 61Feb 61
Lihi Gur Arie, PhDinTowards Data ScienceCLIP: Creating Image Classifiers Without DataA hands-on tutorial explaining how to generate a custom Zero-Shot image classifier without training, using a pre-trained CLIP model. Full…Feb 22, 20231Feb 22, 20231
Lihi Gur Arie, PhDinTowards Data ScienceEnhancing the Robustness of Image Classification Models with AugMixImproving domain generalization in image classification models with AugMix augmentations and consistency lossDec 17, 2022Dec 17, 2022
Lihi Gur Arie, PhDinTowards Data ScienceImage color Segmentation by K-means clustering algorithmA detailed guide to identify objects in an image based on their color, using K-means clustering.Dec 6, 2022Dec 6, 2022
Lihi Gur Arie, PhDinTowards Data ScienceNeural Networks Backpropagation Made EasyMay 8, 20211May 8, 20211
