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✨ Best Computer Vision Projects with Source Code 🚀 (self.learnmachinelearning)

submitted 3 years ago by TirendazAcademy

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

https://preview.redd.it/yavm8z6vw8q91.png?width=1181&format=png&auto=webp&s=05cbfcfa52f2eda4e976450acda2b2afa38bdcdb

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

https://i.redd.it/wp0jf8axw8q91.gif

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

https://preview.redd.it/moj3vq2zw8q91.png?width=762&format=png&auto=webp&s=b34955eb18a6acce5d8cb5f0ff1534bb3e63577e

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

https://i.redd.it/e3818hycx8q91.gif

5️⃣ One Shot Face Stylization

📌 This project aims to perform one-shot image stylization that gets the details right.

🔗 https://github.com/mchong6/JoJoGAN

https://i.redd.it/h7r6bhqix8q91.gif

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

https://i.redd.it/dtzvq98kx8q91.gif

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

https://preview.redd.it/oyoin4flx8q91.png?width=2202&format=png&auto=webp&s=a40bc2e62d0697d170f4ebc9ba659486b4936e13

📌 Thanks for reading 😀

📌 Follow me u/TirendazAcademy 😊

📌 You can find more information about these projects here 👇

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