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1. Camera-ISP-Algorithm Camera-ISP-Algorithm Public

   ISP Algorithm Study and Projects

   Python 2

2. Identify-and-classify-toxic-online-comments Identify-and-classify-toxic-online-comments Public

   to build a multi-headed model that’s capable of detecting different types of of toxicity like threats, obscenity, insults, and identity-based hate better than Perspective’s current models.

   Python

3. Image-Captioning-with-PyTorch Image-Captioning-with-PyTorch Public

   Built an Encoder-Decoder model to generate caption, applied pretrained CLIP model, along with data augmentation to further boost the performance

   Jupyter Notebook

4. ImageSearch_CLIP_Unsplash ImageSearch_CLIP_Unsplash Public

   Search photos on Unsplash using natural language descriptions.

   Jupyter Notebook

5. Interacting-with-CLIP Interacting-with-CLIP Public

   Given an unseen image, test if CLIP (Contrastive Language-Image Pre-training) model can identify its category

   Jupyter Notebook

6. severstal-steel-defect-detection severstal-steel-defect-detection Public

   This project was to improve algorithms for localizing and classifying surface defects on a steel sheet.

   Jupyter Notebook