Custom image encoder [P]
Signal
35
Hype
15
In three linesDeveloper asks whether building a custom image encoder is better than CLIP/SigLIP/DINO for video frame classification. Pipeline: 15 frames/30s → embeddings → Transformer 1.5-9M params. Constraints: speed (CLIP-S0: 10 img/s on 4 vCPUs) and CPU-only deployment. Considers custom encoder trained on proprietary dataset (millions of images, 4-5 labels).Read source
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