| Model | Architecture | Size (Approx.) | Inference Speed | Use Case |
|---|---|---|---|---|
osnet_x0_25_market1501.pt |
OSNet (tiny) | ~4 MB | ⚡ Fastest | Best for CPU/low-resource |
lmbn_n_cuhk03_d.pt |
LMBN (lightweight) | ~10 MB | Fast | Good alternative to OSNet |
mobilenetv2_x1_4_msmt17.engine |
MobileNetV2 | ~15 MB | ⚡⚡ Fast (GPU) | GPU-optimized (TensorRT) |
resnet50_msmt17.onnx |
ResNet50 | ~90 MB | Slow | Heavyweight, avoid for edge |
clip_market1501.pt |
CLIP-based | ~300 MB+ | Very Slow | Heavy, avoid unless required |