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This project builds a transfer-learning CNN that categorizes visible car damage — dent, scratch, cracked bumper, broken headl...
This project builds a vision pipeline that classifies parking slots as free or occupied from camera frames. A CNN binary clas...
This project builds an image-classification system that identifies crop insect pests from field photographs. A transfer-learn...
This project builds a digit-recognition pipeline that reads house numbers from street photos. A CNN digit classifier trained...
An image-classification project that recognizes freshwater fish species from photos. A transfer-learning CNN — an ImageNet pr...
An outfit-recommendation tool built on CLIP (Radford et al. 2021): upload a photo of one garment — say a jacket — and it rank...
A visual search engine for e-commerce-style catalogs built on CLIP (Radford et al. 2021): catalog product photos are encoded...
A fine-grained image classifier that identifies dog breeds from photos using transfer learning: a ResNet (He et al. 2016) pre...
A content-based de-duplication tool that finds near-duplicate images — resizes, recompressions and minor edits that fool MD5...