Show HN: Tingy – search videos with natural language queries

• transformers

  175 124,557 10.0 Python

  🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

  

Thanks for the info on markets. What made you consider fine-tuning further on your own data? Was CLIP not sufficiently good enough to test the market?

FWIW I recall having seen something similar with Google Cloud's Video Intelligence API (https://towardsdatascience.com/building-an-ai-powered-search...). Building something generic would make it especially hard to get right, especially if your users want high precision-recall from their search results.

Re: licensing, the world of startups is somewhat of a wild-west these days with folks offering pre-trained models as-a-service without really thinking about the licensing implications (both on the dataset and model front). Huggingface is a classic example, and they seem to suggest that it's perfectly OK to fine-tune and use commercially (https://github.com/huggingface/transformers/issues/3357#issu...), but I'm not certain that their lawyers would put it the same way.

• InfluxDB

  www.influxdata.com sponsored

  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

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