Computer vision is a field of computer science that deals with extracting high-level information from images. It is used in many real world applications such as computer vision, traffic control, image recognition, retail, banking, construction, sports, automotive, agriculture, insurance.
Here are 7 best computer vision projects with source code:
1️⃣ Automatic Colorization
📌 This project leverages an off-the-shelf object detector to obtain cropped object images and uses an instance colorization network to extract object-level features.
🔗 https://github.com/ericsujw/InstColorization
2️⃣ Object Tracking in a Video
📌 This project uses state-of-the-art object detection and tracking algorithms in surveillance videos.
🔗 https://github.com/JunweiLiang/Object_Detection_Tracking
3️⃣ Text Recognition using OpenCV and Tesseract (OCR)
📌 Tesseract is an open-source application backed by Google that can recognize text in 100+ languages.
🔗 https://github.com/tesseract-ocr/tesseract
.png)
4️⃣ Motion Representations for Articulated Animation
📌 This project creates novel motion representations for animating articulated objects consisting of distinct parts.
🔗 https://github.com/snap-research/articulated-animation
5️⃣ One Shot Face Stylization
📌 This project aims to perform one-shot image stylization that gets the details right.
🔗 https://github.com/mchong6/JoJoGAN
6️⃣ Video Restoration
📌 This project proposes a Video Restoration Transformer (VRT) with parallel frame prediction and long-range temporal dependency modeling abilities.
🔗 https://github.com/JingyunLiang/VRT
7️⃣ Relation Transformer for Scene Graph Generation
📌 This project proposes an end-to-end scene graph generation model RelTR which has an encoder-decoder architecture.
🔗 https://github.com/yrcong/RelTR
📌 Thanks for reading 😀
📌 Follow me @TirendazAcademy 😊
📌 You can find more information about these projects here.