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justimyhxu
2026-04-16 10:12:24 +08:00
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README.md
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@@ -63,21 +63,21 @@ pip install -e ".[vis]"
# Demo # Demo
## Streaming Inference from Images ### Streaming Inference from Images
```bash ```bash
python demo.py --model_path /path/to/checkpoint.pt \ python demo.py --model_path /path/to/checkpoint.pt \
--image_folder /path/to/images/ --image_folder /path/to/images/
``` ```
## Streaming Inference from Video ### Streaming Inference from Video
```bash ```bash
python demo.py --model_path /path/to/checkpoint.pt \ python demo.py --model_path /path/to/checkpoint.pt \
--video_path video.mp4 --fps 10 --video_path video.mp4 --fps 10
``` ```
## Streaming with Keyframe Interval ### Streaming with Keyframe Interval
Use `--keyframe_interval` to reduce KV cache memory by only keeping every N-th frame as a keyframe. Non-keyframe frames still produce predictions but are not stored in the cache. This is useful for long sequences Use `--keyframe_interval` to reduce KV cache memory by only keeping every N-th frame as a keyframe. Non-keyframe frames still produce predictions but are not stored in the cache. This is useful for long sequences
which excesses 320 frames. which excesses 320 frames.
@@ -87,7 +87,7 @@ python demo.py --model_path /path/to/checkpoint.pt \
--image_folder /path/to/images/ --keyframe_interval 6 --image_folder /path/to/images/ --keyframe_interval 6
``` ```
## Windowed Inference (for long sequences, >3000 frames) ### Windowed Inference (for long sequences, >3000 frames)
```bash ```bash
python demo.py --model_path /path/to/checkpoint.pt \ python demo.py --model_path /path/to/checkpoint.pt \
--video_path video.mp4 --fps 10 \ --video_path video.mp4 --fps 10 \
@@ -95,14 +95,14 @@ python demo.py --model_path /path/to/checkpoint.pt \
``` ```
## With Sky Masking ### With Sky Masking
```bash ```bash
python demo.py --model_path /path/to/checkpoint.pt \ python demo.py --model_path /path/to/checkpoint.pt \
--image_folder /path/to/images/ --mask_sky --image_folder /path/to/images/ --mask_sky
``` ```
## Without FlashInfer (SDPA fallback) ### Without FlashInfer (SDPA fallback)
```bash ```bash
python demo.py --model_path /path/to/checkpoint.pt \ python demo.py --model_path /path/to/checkpoint.pt \